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Paper Citation Record · LEDGER

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects

As of 19 August 2026, this Paper Citation Record lists 100 of 110 outbound references and 0 inbound Pith citation observations for arXiv:2509.04605.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2509.04605 v1

Coverage vector

measured 100 of 110 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:59:46.081581Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

100 of 110 outbound references displayed

  • verified exact4
  • verified fuzzy56
  • unresolved38
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7b145796-7662-486f-af4e-11ae4a404ea4 · outbound

This paper cites Irony and use-mention distinction,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Irony and use-mention distinction,

Reference 1

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Observation a28a5b1e-122f-4552-8d7b-47bd447fc9dc · outbound

This paper cites The functions of sarcastic irony in speech,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects The functions of sarcastic irony in speech,

Reference 2

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Observation 4fc902f5-2485-4651-a1aa-49e02c8ce0d8 · outbound

This paper cites Brown and S.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Brown and S

Reference 3

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Observation 6d6bef1b-f7b2-4a02-a04d-ac4a3feebe7c · outbound

This paper cites Jocularity, sarcasm, and relation- ships: An empirical study,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Jocularity, sarcasm, and relation- ships: An empirical study,

Reference 4

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Observation d182ee0f-c490-440b-a6c3-67cbac167422 · outbound

This paper cites On irony and negation,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects On irony and negation,

Reference 5

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Observation d1c8115c-6cd2-4a17-84f3-3d0703885c53 · outbound

This paper cites Exploring the process of inference generation in sar- casm: A review of normal and clinical studies,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Exploring the process of inference generation in sar- casm: A review of normal and clinical studies,

Reference 6

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Observation b07ef2cd-6340-4269-9a50-85bc2e33f310 · outbound

This paper cites Logic and conversation,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Logic and conversation,

Reference 7

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Observation 297dcdbe-4202-4cc5-8eb1-387c551b7b2a · outbound

This paper cites Test of the mention theory of irony,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Test of the mention theory of irony,

Reference 8

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Observation cb6023cf-149f-4013-ad45-c79a89362083 · outbound

This paper cites Understanding social dysfunction in the behavioural variant of frontotemporal dementia: The role of emotion and sarcasm processing,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Understanding social dysfunction in the behavioural variant of frontotemporal dementia: The role of emotion and sarcasm processing,

Reference 9

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Observation 9c5900d6-bdce-4649-9f4d-9600f3b85c2e · outbound

This paper cites Teaching children with autism to detect and respond to sarcasm,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Teaching children with autism to detect and respond to sarcasm,

Reference 10

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Observation 649a6bef-7602-4cf5-83d5-bcfe3ec819e3 · outbound

This paper cites Lower, slower, louder: V ocal cues of sarcasm,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Lower, slower, louder: V ocal cues of sarcasm,

Reference 11

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Observation 2f683ff3-0b82-479c-adb7-c9d5d2c3e7dd · outbound

This paper cites Acoustic markers of sarcasm in cantonese and english,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Acoustic markers of sarcasm in cantonese and english,

Reference 12

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Observation 3e335c34-f4fb-4452-b724-0c96849491a7 · outbound

This paper cites V oice modulations in german ironic speech,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects V oice modulations in german ironic speech,

Reference 13

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Observation 5ad7311e-c102-443c-9f57-bf326b8d87ad · outbound

This paper cites Prosodic cues of sarcastic speech in french: Slower, higher, wider,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Prosodic cues of sarcastic speech in french: Slower, higher, wider,

Reference 14

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Observation 78628bef-3734-4b97-bbcd-5c4a77862733 · outbound

This paper cites ‘yeah right’: Sarcasm recognition for spoken dialogue systems,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects ‘yeah right’: Sarcasm recognition for spoken dialogue systems,

Reference 15

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Observation 20169d3d-f31a-4e12-8bf1-e5cc99ecca82 · outbound

This paper cites ‘sure, i did the right thing’: A system for sarcasm detection in speech,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects ‘sure, i did the right thing’: A system for sarcasm detection in speech,

Reference 16

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Observation b0ea13ab-5fe4-4fd4-bd1f-189ce3ee8337 · outbound

This paper cites Automatic sarcasm detection: A survey,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Automatic sarcasm detection: A survey,

Reference 17

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Observation c916afa7-fa0c-4f54-ab3f-bae46db94881 · outbound

This paper cites Sarcasm identification in textual data: Systematic review, research challenges and open directions,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Sarcasm identification in textual data: Systematic review, research challenges and open directions,

Reference 18

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Observation 2ddd74c1-ef2e-4019-a721-332b1232847b · outbound

This paper cites Literature survey of sarcasm detection,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Literature survey of sarcasm detection,

Reference 19

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Observation e3cce73a-eef9-41be-9167-f16d948700ab · outbound

This paper cites Pre- ferred reporting items for systematic reviews and meta-analyses: The prisma statement,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Pre- ferred reporting items for systematic reviews and meta-analyses: The prisma statement,

Reference 20

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Observation ad8d84ad-f714-4fff-ae3b-caf6d1610201 · outbound

This paper cites Towards multimodal sarcasm detection (an obviously perfect paper),.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Towards multimodal sarcasm detection (an obviously perfect paper),

Reference 21

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Observation 3eea8f61-b573-4b1c-b8a1-65ce7fb0de1a · outbound

This paper cites IITKGP-SEHSC: Hindi speech corpus for emotion analysis,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects IITKGP-SEHSC: Hindi speech corpus for emotion analysis,

Reference 22

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Observation 89027dab-37fd-431a-86c6-f654a8fe204a · outbound

This paper cites Multi-modal sarcasm detection and humor classification in code-mixed conversa- tions,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Multi-modal sarcasm detection and humor classification in code-mixed conversa- tions,

Reference 23

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Observation 4a4c459a-70f8-468f-9711-44921ca70a94 · outbound

This paper cites ¡Qu´e maravilla! multimodal sarcasm detection in spanish: A dataset and a baseline,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects ¡Qu´e maravilla! multimodal sarcasm detection in spanish: A dataset and a baseline,

Reference 24

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Observation 20ee97e3-0c79-42ff-9b56-3eb29a5f7af8 · outbound

This paper cites CMMA: Benchmarking multi-affection detection in Chinese multi-modal conversations,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects CMMA: Benchmarking multi-affection detection in Chinese multi-modal conversations,

Reference 25

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Observation 995944e3-9a78-403f-8688-10d2752ff1be · outbound

This paper cites Deep learning for acous- tic irony classification in spontaneous speech,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Deep learning for acous- tic irony classification in spontaneous speech,

Reference 26

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Observation a010bee3-3b50-4b62-ac7d-fa32b578b50b · outbound

This paper cites Sentiment and emotion help sarcasm? a multi-task learning framework for multi- modal sarcasm, sentiment, and emotion analysis,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Sentiment and emotion help sarcasm? a multi-task learning framework for multi- modal sarcasm, sentiment, and emotion analysis,

Reference 27

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Observation e7c03437-a6b5-4577-acad-5c2a8f46d15e · outbound

This paper cites An emoji-aware multitask framework for multimodal sarcasm detection,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects An emoji-aware multitask framework for multimodal sarcasm detection,

Reference 28

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Source-reported events for the cited work

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Observation b8a60c1f-1a37-4df6-adb5-2e4209d2cf8b · outbound

This paper cites A multimodal corpus for emotion recognition in sarcasm,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects A multimodal corpus for emotion recognition in sarcasm,

Reference 29

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Observation 7d91f5bf-ae61-4fc4-9cba-49a073e9b32e · outbound

This paper cites MELD: A multimodal multi-party dataset for emotion recognition in conversations,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects MELD: A multimodal multi-party dataset for emotion recognition in conversations,

Reference 30

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Observation 2bc65d76-56fd-4b92-a312-2ef388bc72ba · outbound

This paper cites Which contextual and socio- cultural information predict irony perception?.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Which contextual and socio- cultural information predict irony perception?

Reference 31

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Observation aad922cc-d68d-4efb-97f8-79446cb14ce0 · outbound

This paper cites Verbal irony as implicit display of ironic environment: Distinguishing ironic utterances from nonirony,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Verbal irony as implicit display of ironic environment: Distinguishing ironic utterances from nonirony,

Reference 32

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Observation c6c93997-a0b9-449c-b7c1-f8fb0677d224 · outbound

This paper cites How about another piece of pie: The allusional pretense theory of discourse irony,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects How about another piece of pie: The allusional pretense theory of discourse irony,

Reference 33

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verified fuzzy
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Source-reported events for the cited work

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Observation dfacb933-7076-4ab4-b83d-fbd4de1e15f8 · outbound

This paper cites The exposure advantage: Early exposure to a multilingual environment promotes effective communication,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects The exposure advantage: Early exposure to a multilingual environment promotes effective communication,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.308765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.773510Z digest=sha256:7896eeb35c95580b8785fc28a222dc0f9643faf69d0b5f904735d380d8222d68

Observation 6a3c6a97-b103-426f-a9d0-7dd85df26ead · outbound

This paper cites Modeling incongruity between modalities for multimodal sarcasm detection,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Modeling incongruity between modalities for multimodal sarcasm detection,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.296165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.828422Z digest=sha256:72ab55164b4cc88825782b0e643240fb94870a43fcba7040861ff665b9a4afc7

Observation d73857db-1a0b-4d4c-b540-9b695186629e · outbound

This paper cites The coding strategy for the mandarin speech conveying sarcasm in acoustic and articulatory domain,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects The coding strategy for the mandarin speech conveying sarcasm in acoustic and articulatory domain,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.282997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.838337Z digest=sha256:8ef3eb41a34ef9cdd0536c4ba25f444bbbd65a51d3690901972e4428a9351b97

Observation 39be16ae-d94c-487f-8142-1d6b0fa8eb70 · outbound

This paper cites Detecting vocal irony,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Detecting vocal irony,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.270181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.842031Z digest=sha256:cab884ca5bf1ad6440925ef2e403b4b3b95853ef7c3ddb232fb7f9790295c172

Observation 9a8058ec-272f-40d8-967d-e34dab314533 · outbound

This paper cites Emotional vocal expressions recognition using the cost 2102 italian database of emotional speech,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Emotional vocal expressions recognition using the cost 2102 italian database of emotional speech,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.257175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.846144Z digest=sha256:ece2436e0aa292a15599de3a7413c92dcf12d347307ee271ab2f483b0f5659c8

Observation e7cf054b-2bfd-41ac-8cb2-79bb646e742a · outbound

This paper cites Emotion recognition in speech using machine learning techniques,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Emotion recognition in speech using machine learning techniques,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.244462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.850092Z digest=sha256:d8c710109f188af838715a8b320e5bf10f144b9d060631b3153e9991ff0103c8

Observation 47fb9028-60ad-4353-a190-8a874ef492e8 · outbound

This paper cites Humor knowledge enriched transformer for understanding multimodal humor,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Humor knowledge enriched transformer for understanding multimodal humor,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.231978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.854305Z digest=sha256:2c079c8e6615fa7fcb1d4bf33ab86f11a92ec308ae7a802b2a80d48e5e31fe69

Observation fee71545-7fd3-4470-a7ae-54a8265aa909 · outbound

This paper cites Measuring nominal scale agreement among many raters,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Measuring nominal scale agreement among many raters,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.219487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.857920Z digest=sha256:8003c3ead3b39b0abcd221e38de8b3c0e7d9c6f59cf0bcb722f923d094eb8e91

Observation 4d3ccfc9-aed4-484c-b146-17fc66c54d23 · outbound

This paper cites Deep cnn-based inductive trans- fer learning for sarcasm detection in speech,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Deep cnn-based inductive trans- fer learning for sarcasm detection in speech,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.206829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.861781Z digest=sha256:46cc1017474d7a6118f11bf679c83002f4e8b770b0b4a5f8405a75c53241ef8e

Observation 5ccd1cbd-dd9a-4a4f-b8de-53c7aa791742 · outbound

This paper cites Emotion recognition of speech,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Emotion recognition of speech,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.194164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.865596Z digest=sha256:c76f04b932ca24633fd541c8dd6dae5916aa6bd576e82822a2ecbfc5ed84709c

Observation 4dc14721-491c-4130-9f4b-e2149acca7cb · outbound

This paper cites Characterization of emotions using the dynamics of prosodic features,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Characterization of emotions using the dynamics of prosodic features,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.181640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.869717Z digest=sha256:391b4c70ae3a20661b439992e815606981c19c7cfc6540aea0e4a4ff91f2f5c9

Observation 0a63f085-8019-4326-9dfc-776231a42426 · outbound

This paper cites Understanding sarcasm in speech using mel-frequency cepstral coefficient,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Understanding sarcasm in speech using mel-frequency cepstral coefficient,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.169068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.873428Z digest=sha256:7808299cd9f67988d7a48c2f1df17468ef9c932b57c0721c0bc7a3621a526ba3

Observation 91c8d5b9-0dbd-4c02-881b-ec3d1ed5b9e9 · outbound

This paper cites The interspeech 2013 computational paralinguistics challenge: Social signals, conflict, emotion, autism,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects The interspeech 2013 computational paralinguistics challenge: Social signals, conflict, emotion, autism,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.156462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.877089Z digest=sha256:3ffbf43d6e36f9a6487af7b58a4884ea8e28280565937520e004b121d9247b83

Observation da2590f0-e6d9-47fd-9062-2b0acbda5fd3 · outbound

This paper cites Multi-modal sarcasm detection based on contrastive attention mechanism,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Multi-modal sarcasm detection based on contrastive attention mechanism,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.143571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.880664Z digest=sha256:bb3a3b444be06315d7ab6c228a5fe4a1a4ca836490563c8b38b079a9ff5ea683

Observation d1f7c488-f7b9-4fca-a349-577d5461d742 · outbound

This paper cites Multimodal sarcasm detection: A deep learning approach,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Multimodal sarcasm detection: A deep learning approach,

Reference 48

Resolution
verified exact
doi, observed 2026-08-05T05:59:46.263824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.884423Z digest=sha256:4c0ea6a88e9400a94b8b34bdda74840ca7ec1182ab804d85ad3f0603b97c6831

Observation 83185521-3364-40e2-90fa-a31bec19cdde · outbound

This paper cites A multimodal fusion method for sarcasm detection based on late fusion,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects A multimodal fusion method for sarcasm detection based on late fusion,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.130785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.888105Z digest=sha256:f0cd9fcfd41b5ccbc962f288e4e956b4e9759395ae1103a55a14f6a8fceb8e20

Observation e07794bf-4094-44cc-b53f-ce35d072e1a8 · outbound

This paper cites EFAFN: An efficient feature adaptive fusion network with facial feature for multimodal sarcasm detection,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects EFAFN: An efficient feature adaptive fusion network with facial feature for multimodal sarcasm detection,

Reference 50

Resolution
verified exact
doi, observed 2026-08-05T05:59:46.250023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.892078Z digest=sha256:fc34f7c6b0b078c41896eb55c562f41767b3745b1a4ba145eb6ea58f3410ad80

Observation 0c9176b9-c6c9-4fe5-8df0-6ad64aaf40ab · outbound

This paper cites Multimodal learning using optimal transport for sarcasm and humor detection,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Multimodal learning using optimal transport for sarcasm and humor detection,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.117744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.895929Z digest=sha256:bcfe7f6beba4996d0653aad72b2d13662e2d9016c708342ae5a51e4a0f384b8b

Observation 664413f9-ac4a-468d-8601-f78a05d17724 · outbound

This paper cites Multimodal sarcasm detection (MSD) in videos using deep learning models,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Multimodal sarcasm detection (MSD) in videos using deep learning models,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.104069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.899857Z digest=sha256:12ae4ca65a5b22d8e499b0b3c548fe0ae7929e6950322cd15aebf977b5b0af47

Observation d1dcf35a-93ec-4208-94b6-988ebc5606eb · outbound

This paper cites Multi- modal sarcasm detection method using rnn and cnn,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Multi- modal sarcasm detection method using rnn and cnn,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.091089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.903433Z digest=sha256:28906275831bc106008ba672d2fcc15dc2ddfa895a143a0defdf78733d62e01e

Observation b7de52fc-6c20-448c-86ce-ac8b3af1e162 · outbound

This paper cites An attention-based, context-aware multimodal fusion method for sarcasm detection using inter-modality inconsistency,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects An attention-based, context-aware multimodal fusion method for sarcasm detection using inter-modality inconsistency,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.078249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.906971Z digest=sha256:b9dd5351a1a9c7ac39b2cc55482db9183c9ceb0d23d4370e03c393db4ad3de13

Observation 87a106d5-344f-445b-be0d-0afb1adecebd · outbound

This paper cites A smart video analytical frame- work for sarcasm detection using novel adaptive fusion network and sarcasnet-99 model,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects A smart video analytical frame- work for sarcasm detection using novel adaptive fusion network and sarcasnet-99 model,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.065476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.910626Z digest=sha256:9d5186da44fd1d7b926c804060cbbad6d15d58f275fe636fc64a491c27ffadcd

Observation 6de28a9d-ea80-437c-ada7-36e1e3a2032d · outbound

This paper cites V oice-based sarcasm detection in kannada language,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects V oice-based sarcasm detection in kannada language,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.051907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.914248Z digest=sha256:8d87f5557d94842496dc4d425b95fcb3b56324c227eb09bdd1b2e7c08bcb4b75

Observation 957202cc-6309-4e0c-9744-7c3e1c4fea26 · outbound

This paper cites Sarcasm detection using cognitive features of visual data by learning model,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Sarcasm detection using cognitive features of visual data by learning model,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.037111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.918026Z digest=sha256:dd9b5a94c868b575e245613e24e4303bf47be2d1f406478e347d4b0684371b4d

Observation 763b0e12-83cb-46a1-ab48-695dd3fd54c1 · outbound

This paper cites Cnn architectures for large-scale audio classifi- cation,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Cnn architectures for large-scale audio classifi- cation,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.024320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.921975Z digest=sha256:7091e2f8b8f3fdeab09a645f41ef4e3b738569f6017685af8549830f76dc52c7

Observation d771537b-a2c6-47c1-a28c-ebd09d8b7912 · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech representations,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects wav2vec 2.0: A framework for self-supervised learning of speech representations,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.010969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.925759Z digest=sha256:87e77e6f6ed66c5646266433077b82cee231fcda097cc579687565ee1471c968

Observation 7519ac67-714e-4cef-9f11-0ec09fdaf6aa · outbound

This paper cites A multitask learning model for multimodal sarcasm, sentiment and emotion recognition in conversations,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects A multitask learning model for multimodal sarcasm, sentiment and emotion recognition in conversations,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.997944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.929888Z digest=sha256:c51e7a8a1cf8f2810f629b7f694a545c80f87be260918013ff3ba17f6c0f4bfa

Observation 87b75242-46d9-4aa9-b8ff-f9401c60ecff · outbound

This paper cites Attention is all you need,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Attention is all you need,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.984621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.933588Z digest=sha256:b6db3acdd32c785d4837d5d35199d57953a38cd82ce70a9cd0f6228f2a2ccb51

Observation 79f3bc02-9dd9-47e0-8c22-10367547033d · outbound

This paper cites Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-05T05:59:45.937237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:59:45.937237Z digest=sha256:4567dfbdd775d6a23fa5ab952cb0b677af98283f3cc549cf64dcb711bcfb4766

Observation ac5029be-b6f3-45ea-a5b4-1e3fcbc9dcff · outbound

This paper cites PRAAT, a system for doing phonetics by computer,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects PRAAT, a system for doing phonetics by computer,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.971034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.941644Z digest=sha256:62c165fb2b347ed87ed6aad8e507df8d5d8d74f9cd0e02078f11919b4b0d72c1

Observation ba390e06-48e8-4bfd-a5a8-bf7a2551643b · outbound

This paper cites OpenSMILE: The munich versatile and fast open-source audio feature extractor,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects OpenSMILE: The munich versatile and fast open-source audio feature extractor,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.957857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.945385Z digest=sha256:0a1f7c30fdf9d1c692d42a67c2f1071e8f0721de7961ec5480b29b6e508db059

Observation ba70d975-c7b2-4fee-8eef-06b70309ab63 · outbound

This paper cites Librosa: Audio and music signal analysis in python,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Librosa: Audio and music signal analysis in python,

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-05T05:59:45.949008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:59:45.949008Z digest=sha256:e21f0a82a870855d3d5784bb82886dcc29b6df6b39d0a3d4307cc11ffee6a30c

Observation 81ba96a2-8d06-4312-8d1d-15a82fc2ab4d · outbound

This paper cites CO- V AREP: A collaborative voice analysis repository for speech tech- nologies,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects CO- V AREP: A collaborative voice analysis repository for speech tech- nologies,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.944427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.952766Z digest=sha256:9f6326ce325b2c415a20394d4898b1ebac92b2f6a1b9b7553b3b8d6a937ccb28

Observation 4b7309ca-2c56-4dd1-be76-4952ef5ed9a8 · outbound

This paper cites BERT: Pre- training of deep bidirectional transformers for language understanding,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects BERT: Pre- training of deep bidirectional transformers for language understanding,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.930311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.956471Z digest=sha256:d58df415c49d6b8409158cea60acab0525413f44d79c128e3aa40c0a9d0f3a1d

Observation e4c1eb02-0ac7-4b09-9df2-395d3e56864c · outbound

This paper cites A quantum probability driven frame- work for joint multi-modal sarcasm, sentiment and emotion analysis,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects A quantum probability driven frame- work for joint multi-modal sarcasm, sentiment and emotion analysis,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.915836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.960461Z digest=sha256:8a3098f43464d4127467efdb39734e7198eec10c363b312f1a57452f186a6c0b

Observation 14ebd27a-0c94-48a3-924b-b86764fbb10d · outbound

This paper cites Learning multitask commonness and uniqueness for multimodal sarcasm detection and sentiment analysis in conversation,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Learning multitask commonness and uniqueness for multimodal sarcasm detection and sentiment analysis in conversation,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.902535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.964250Z digest=sha256:26082e6e3f9f11f90e80f4d020c7e1459e1f561b632d7cfc7e32386af7e70622

Observation 5c28d8f9-2dc6-4b4c-bc7d-abe87ad5796e · outbound

This paper cites Improving sarcasm detection from speech and text through attention-based fusion exploiting the interplay of emotions and sentiments,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Improving sarcasm detection from speech and text through attention-based fusion exploiting the interplay of emotions and sentiments,

Reference 70

Resolution
verified exact
doi, observed 2026-08-05T05:59:46.228000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.968237Z digest=sha256:65607a8b4b0930330ed7669e0fef87133e6c3255a36facf73493a5b6555ba36b

Observation 2019a1a2-32b4-4d84-9697-a6f8eaefc308 · outbound

This paper cites BART: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects BART: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.888620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.971947Z digest=sha256:7629823e1d3994e59bf81865323706d09d434ff6ad01d2a18b3a5c11383cfc85

Observation 153a74ea-ce9d-4966-ae98-c4e78653e136 · outbound

This paper cites Your tone speaks louder than your face! modality order infused multi-modal sarcasm detection,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Your tone speaks louder than your face! modality order infused multi-modal sarcasm detection,

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.874766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.975543Z digest=sha256:542bcab3343421b1e7fde6378ab56acf72d4d9cfc4c4f188e7456d3575997c22

Observation 0dcf7b97-23c3-4f0d-8f1b-87372da1fe7c · outbound

This paper cites Quantum fuzzy neural network for multimodal sentiment and sarcasm detection,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Quantum fuzzy neural network for multimodal sentiment and sarcasm detection,

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.860921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.979089Z digest=sha256:b876ef5b2a9f853b01fdbc21db1731f5396889572e37e23dd97989dee35d37e8

Observation 947eba8e-c399-49a8-8e55-c3a9e8cb4524 · outbound

This paper cites Deep residual learning for image recognition,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Deep residual learning for image recognition,

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-05T05:59:45.983277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:59:45.983277Z digest=sha256:c5f4238c417a4eddb16a958c5063b0efe737c33e58d78fe94ef324cd87273665

Observation 94f847cb-28c5-42a4-b40c-4e1954f49414 · outbound

This paper cites EfficientNet: Rethinking model scaling for convolutional neural networks,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects EfficientNet: Rethinking model scaling for convolutional neural networks,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.838035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.986936Z digest=sha256:2e84bd3dcc90643e1bb7aab52f21c6330408e8e692ebfa79b1a95c90dc731889

Observation ba7a43a0-0b96-4fac-b4ae-7f855c14d337 · outbound

This paper cites Joint face detection and alignment using multi-task cascaded convolutional networks,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Joint face detection and alignment using multi-task cascaded convolutional networks,

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.824860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.990778Z digest=sha256:d7782cc96b10fb3c98889e724b177b2d221ac1292bd7506f7551500bda673511

Observation 2be434be-aba2-4c46-b560-8948367dc285 · outbound

This paper cites Openface 2.0: Facial behavior analysis toolkit,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Openface 2.0: Facial behavior analysis toolkit,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.811629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.994555Z digest=sha256:3a2dea788110b5a60b1ba5c5e0aaef619989dc157c3fe1dddd7866e08c5e063b

Observation 4191a013-3c70-4f1a-9c03-a32cc4e5c308 · outbound

This paper cites Quo vadis, action recognition? a new model and the kinetics dataset,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Quo vadis, action recognition? a new model and the kinetics dataset,

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.798635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:45.998341Z digest=sha256:ca3a0f8cc36663e1b3c721691adeca4666b1898ecab7549418ba08081d48112b

Observation 64c298e5-603d-4bcd-802d-4d836518ee6d · outbound

This paper cites Multimodal markers of irony and sarcasm,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Multimodal markers of irony and sarcasm,

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.785731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.001964Z digest=sha256:54200e7b9bda720e771da5fb4add754dc040a7f9368776ee13210f41beb484a9

Observation 1b4e800a-7cc6-4d96-9d74-6caaf37ffc78 · outbound

This paper cites Verbal irony use in face-to-face and computer-mediated conversations,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Verbal irony use in face-to-face and computer-mediated conversations,

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.772702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.005480Z digest=sha256:d98da291eb66f9cd8a69bae246a6fc87b01419cce0643dfc532fabc77df51331

Observation 339a40bc-bb95-44f6-8dd8-761f076237a5 · outbound

This paper cites Effects of emotional intelligence on the impression of irony created by the mismatch between verbal and nonverbal cues,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Effects of emotional intelligence on the impression of irony created by the mismatch between verbal and nonverbal cues,

Reference 81

Resolution
verified exact
doi, observed 2026-08-05T05:59:46.214208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.008988Z digest=sha256:602fff5542f98c51881882254d118922b010b95293124d67ec060ca19fba6259

Observation e0926bf4-3b1e-438e-b05d-211f34a49947 · outbound

This paper cites Deep multimodal data fusion,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Deep multimodal data fusion,

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.757081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.012735Z digest=sha256:96f1d0126c17b535cd587e1f6627aecebaf9866ba56a97f62c1a69a0146a2946

Observation 8b69b9bb-e788-4352-a174-26b9a60978b3 · outbound

This paper cites an unresolved cited work.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:59:46.742336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.016361Z digest=sha256:62dd76c606fdda36275303a58fc586fcf2d727585f9c75b26d7739b30be0a1f5

Observation c7c4d6f4-11b5-412c-b4e9-a35d4fd37bee · outbound

This paper cites Quantifying heterogeneity in a meta-analysis,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Quantifying heterogeneity in a meta-analysis,

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.727589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.020366Z digest=sha256:770d8c2a287c218b8a406f0eb8c3f16f5861198883a6efc6f35510daa8bc4752

Observation 86e173d8-4e52-44ea-b0e8-194cdacaa8a8 · outbound

This paper cites Meta-analysis in clinical trials,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Meta-analysis in clinical trials,

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.713418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.024606Z digest=sha256:41ed39709c619065fa428c5c374873e68a75d252999541f98d7a69ba9a322e7a

Observation 0da43448-9129-4408-9cc6-2311d1b2d110 · outbound

This paper cites The cost 2102 italian audio and video emotional database,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects The cost 2102 italian audio and video emotional database,

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.699599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.028400Z digest=sha256:3b73a1acd7b70543f93f5ed46f2632174d0e863110f176a0534bad31a2713435

Observation 27101956-18ac-4020-a02b-6d67f4ba4c08 · outbound

This paper cites Sarcasm, pretense, and the semantics/pragmatics distinc- tion,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Sarcasm, pretense, and the semantics/pragmatics distinc- tion,

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.686371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.032217Z digest=sha256:eb3e7bd09ffd65772bb9701569f4d71db72fb41b55598ea652105626ce0ad9c0

Observation bd4b531d-ff86-4633-9208-3d60002a27ff · outbound

This paper cites WavLM: Large-scale self-supervised pre-training for full stack speech processing,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects WavLM: Large-scale self-supervised pre-training for full stack speech processing,

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.670953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.035937Z digest=sha256:3e793981828192726625cc15381a4cbf44293ff08259ccb184ed518049b577c7

Observation ba4c3bfc-57a1-4308-890f-a399a7700789 · outbound

This paper cites SpeechLM: Enhanced speech pre-training with unpaired textual data,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects SpeechLM: Enhanced speech pre-training with unpaired textual data,

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.656996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.039617Z digest=sha256:1f72cad9ef09a8d9acbef91a7d0cbb314806a8d0555540c2791faac73d35e45a

Observation 5cfd4790-e825-4804-981f-702941b8faa0 · outbound

This paper cites Adapting WavLM for speech emotion recognition,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Adapting WavLM for speech emotion recognition,

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.644316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.043226Z digest=sha256:1d57202e03b90a222284c9fd69f95f9839d0e91fa46467db97db1523b0179407

Observation 3712bdcf-106d-42eb-a7bb-6c62f4e9c2d9 · outbound

This paper cites GPT-4 Technical Report.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects GPT-4 Technical Report

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-05T05:59:46.046981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:59:46.046981Z digest=sha256:cb185e842ca744f16822b243141ed7fe22acde021d5d02fec0043e632ba0a068

Observation e363d83c-1250-4b7a-836c-dc055abc6bf3 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects LLaMA: Open and Efficient Foundation Language Models

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-05T05:59:46.051401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:59:46.051401Z digest=sha256:fb0bc034cebd21c0b8e9e1af208fe5bbd7fa1d4f6a55b75e063286095bffe89b

Observation 15bd0e52-85d4-4162-9cb2-5ceb46f62b70 · outbound

This paper cites SarcasmBench: Towards Evaluating Large Language Models on Sarcasm Understanding.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects SarcasmBench: Towards Evaluating Large Language Models on Sarcasm Understanding

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-05T05:59:46.055424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:59:46.055424Z digest=sha256:1f4859352d9a5b7214868804e4f83aaae57618db81343ee6893a9603d91b497f

Observation a6ef12ac-da3b-4b5f-9ba8-600ad5f80c7c · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Learning Transferable Visual Models From Natural Language Supervision

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-05T05:59:46.059253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:59:46.059253Z digest=sha256:171738477b609fffea869ccd24b56ed0cc3425df143161216ad2084d0fe3e59a

Observation 6ba6b348-45a0-42b8-9be2-7da29a59e050 · outbound

This paper cites Paraverbal expression of verbal irony: V ocal cues matter and facial cues even more,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Paraverbal expression of verbal irony: V ocal cues matter and facial cues even more,

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.630490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.063112Z digest=sha256:bedba9ea44accff843072c667d3b60ff8defff160414aa9925666c2c8efeb11c

Observation 08c7cc5c-e739-49bf-898d-b10edcd90e70 · outbound

This paper cites Tracking nonliteral language processing using audiovisual scenarios,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Tracking nonliteral language processing using audiovisual scenarios,

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.616616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.066651Z digest=sha256:d0428f4b189e277bebc436d05e9d1d093b4b7cbe5bf5cf577db3a45240c69790

Observation 8fc2c1d6-f115-4d75-b1e0-098c18d6b2db · outbound

This paper cites The role of auditory and visual cues in the interpretation of mandarin ironic speech,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects The role of auditory and visual cues in the interpretation of mandarin ironic speech,

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.601636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.070253Z digest=sha256:a7bb5631f58ae8783d92eb039796c567b9c6c092562efc896c413926132d2417

Observation f7670644-715d-4364-af1c-7700be8ac1ae · outbound

This paper cites Modality matters: Testing bilingual irony comprehension in the textual, auditory, and audio-visual modality,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Modality matters: Testing bilingual irony comprehension in the textual, auditory, and audio-visual modality,

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.588185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.074049Z digest=sha256:50ffa70eeae34cdcb979a5e241e3983c078c0bd82488a3de833eb416eac62fd2

Observation 50ad3d43-38c7-4c8b-b5fb-31e51e12cdfe · outbound

This paper cites Context, facial expression and prosody in irony processing,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Context, facial expression and prosody in irony processing,

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.574592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.077691Z digest=sha256:33777c33be12c6b711c2061ffa000d1518e77eb1b1417700c65639646d34ee3a

Observation 34ef15dd-9187-4d11-ba54-8f8a3e59d85b · outbound

This paper cites The sound of sarcasm,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects The sound of sarcasm,

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.561379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T05:59:46.081581Z digest=sha256:906e018da6a92b1b83827d4c2631b4185cef74c57e123f8fe711bb6ba08d6639

Pith citing papers

No inbound Pith citation observations are available.