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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 14 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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.773510Z digest=sha256:d13cd5965918658f1d9491790c9af4fefe18ef95d546c945ad562db14a8af64e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.828422Z digest=sha256:c18904671fc301f249929ec992659ffb1f47d8e52c981bd76121d05ead98da78

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.838337Z digest=sha256:4ee780eb506f55cfc0d2fc41914920922d91a317c06a0186c1b68132108c3e30

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.842031Z digest=sha256:a946edfae1c4c06fbb1736c474cce9d3cb90fc3000bdf2a7c95d1f1c2a5913bf

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.846144Z digest=sha256:ccf8410d64f39258066eee945f5b0139823ae6056614c6a74f6de9887fb96967

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.850092Z digest=sha256:87867c46064b329b268e7c06e5e570604ee0ed8df558009091f141e93936c808

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.854305Z digest=sha256:b2db2e893974187da21220cf932bd4b263a795879e0079a0bb6ae6ef75f74037

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.857920Z digest=sha256:891a77945d28f64745c9bfc626f9f0adc3d22c3668f5f67b04a1b79a6e288e89

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.861781Z digest=sha256:0346336b18b92128e3b7e3840d36b4659f2f82c5737acdc6b64b6313873bfb6a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.865596Z digest=sha256:f58ac16f2f87ee7dd142b840b7a726e94ff684871a6a3f64ed2b75db099f9c2c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.869717Z digest=sha256:bd070a0b78dbf8ea25bc85a2282eb992d6b092ff9c8806546b851df1dfbd38cd

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.873428Z digest=sha256:feada859fc64479618c5535105dd6fd7721d38dbd0c9331ad07a353bef9184e2

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.877089Z digest=sha256:aa67e93e3da819569691e387e3f6b18fbbb9cbe97f7f4eb419d1841fa118a9b0

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.880664Z digest=sha256:679747086547ef3fb368d30f047647cb2b5dcd9e494857cc9691d2d71d0dc087

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.884423Z digest=sha256:77c76dd4f76b1b8315b60a5f9f7e417c9d15e2f2bcfdf17c2c94d41b270b9d81

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.888105Z digest=sha256:9ba17b471f93e8fd4654887e0f09815a009f932eaa779612eff9606b46ea4288

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.892078Z digest=sha256:cdaf3d36d70d4df16955f60ecbcbbb091320318259a70bcaf2d2dd6059fa282d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.895929Z digest=sha256:1c0f333b9e3a42bd10650350a0844c3b36d37b80959d298264b33a7b65a68a11

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.899857Z digest=sha256:82a62b35c7bd81c9406e27549cdbc0feb9c882df695738212c0ef49b058ae2d6

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.903433Z digest=sha256:27fc87df450c75c89c51e030104a946ec8ba925191ffcac3bfe3ce0daf3f02e3

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.906971Z digest=sha256:df43b8472fde1fbb6241d369c930bd46ac4c8cb2b77168bb43196bc4342041c7

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.910626Z digest=sha256:5e986ba00d02cf52bf29a79558f370d756f3cc78b7828d1406a4dffb75cc3605

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.914248Z digest=sha256:514ed509970812be1150b324cca303baccf62fe54e6d99726bab115c906ff354

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.918026Z digest=sha256:60aeb5891d7060e54b8f15f309a462e00910022cf2d01985cd69b31b3c004e4f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.921975Z digest=sha256:3f490fd970ab0c96891c095d393175369c953856a46abc82c03af00e3fa6d1c1

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.925759Z digest=sha256:c2c3346bc0a3645d0eccac4b5b9ddfbde6e1fc908192fad24a57675da257e4fe

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.929888Z digest=sha256:f0b512d5f2167e3873f0b5bf0684ee196936d3bf8fe0aafbd92d31ef6cf53b69

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.933588Z digest=sha256:38e083408bf25a7aaec93f5e534ef37074c5ccc94bd45fedd9e38135d68d07bb

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=sha256:60eb965263ba0d809f5f3b20bb6400247f4fa3b58792fa5fe762fa9c9cb09642

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.941644Z digest=sha256:8b31a2182ec48b7f644e49a41352341cb60b5952da3f784d57900098d4cb3f9b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.945385Z digest=sha256:ee80d9b504403618395d4b6af9d42b9e0b07107f1369586e7fd472dce47051ef

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.952766Z digest=sha256:9cbe62e402cddeb1d9e80163b02ea45a7b4d557b58af69756c28a7148f440fbf

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.956471Z digest=sha256:8dda77776dbd324a57dd0be731853a07050552c5f5c384854bb16ff701ca8598

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.960461Z digest=sha256:2f91f2c14819bc77ebaab331bb26462161e9f0c6ef08211f93ed24b7772e22b0

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.964250Z digest=sha256:244766e9181574b2da7c5380c7ed6817af456ec42dee34a4f416b18e6191fae3

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.968237Z digest=sha256:e8d7cad6ace25fef898aa2d4f8f81ba32db4659a901fb3decb219ff8b9d3025f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.971947Z digest=sha256:530ec4628fd723a6d158541ec2de14f403fdab5cb9b7792cd81a3905c0284e85

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.975543Z digest=sha256:25998adba8b8c3b349ea1f6ef02cae68616b50e6e95241916d7ec31a4ffd69d9

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.979089Z digest=sha256:8457c97a1e4d022b5daa3c8adb90c98f40fa829771b464ac17fb4989cce80900

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.986936Z digest=sha256:3bbe626dc900ff467be179275859238e442bb129c4f8c5d9619b512b1f0485a3

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.990778Z digest=sha256:bb8b79f33c8a8edfad8e726f70085b44c3beb1b2bb0d48d31a137dfa4ddfde3f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.994555Z digest=sha256:e8758255c37e3ca5aa714fd0288001fedd6586d677cf6b49c46e14d1365c53b3

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:45.998341Z digest=sha256:a13bf4b40515c92aa4760c21161b03e0bf6d18f95b316c6d0bca2500b078b0dd

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.001964Z digest=sha256:c63963e81ddd327a6a4275272e85bc62b2ec766ff1e94d38beeebd8fd233edf9

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.005480Z digest=sha256:94e03eeade181c847813c699a541b8d3b9528e8dcb96e61226a5b34fbe600000

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.008988Z digest=sha256:bfdfc5636c2ce747423f189867a646f205f233573cc5743dd6936e7e7f90729a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.012735Z digest=sha256:37579b5b6787b42012a0e6cfcc48ce81436100cb36699f466f63572360f7a461

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.016361Z digest=sha256:5e592002da2a141ab75f2e9eff809f96a20f607a632ab5b942f19c468689d8cb

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.020366Z digest=sha256:2bdd0a2f7d4a9afa80cc456aa45a721abd9272337fdf8274b1923c8f99b73deb

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.024606Z digest=sha256:c8771525189d4cc697e811df1637646ac2a455691998ad9c4771875a4070bdf3

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.028400Z digest=sha256:a53c9f6f3aea5cb1ad20d269542a7e982093958969359ba40c1b6110eba49935

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.032217Z digest=sha256:31e1d27ccde38fa04c4fd081665bbf4a2af9c4020c9c3cc2b24b9eab4f8a353b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.035937Z digest=sha256:6ab267df79d5d1d805ca6db14060e825d993d7ad5cce31a78c2eca443b1df967

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.039617Z digest=sha256:3a9696ab3af06930aace49665598b9f6d7c05739bb0fc4b09a808c6754c67bfa

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.043226Z digest=sha256:89456294fc87278df657ef88d65449ea64b32916d33994726baeeebf8cc08a58

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:d258ad5bda7091700acf067db69c212d4f8817f9cab91f894e86dfa05ce52ac9

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=sha256:78d687400b2146287a12c57ad8d77bde552723ab66ef4b8d695b64cb78a85a97

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.063112Z digest=sha256:fa953abb1e12988847e07b82009de9f312d69d9e1535c71610c4b77e4fca9210

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.066651Z digest=sha256:4665119ea54cf77f8636053889e4259756b8fce261795489a29933d933505a42

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.070253Z digest=sha256:6aba1f648d7f1dcf80fa583dcd05a16df3ddd798faf2f48008d6515ef6bc39dc

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.074049Z digest=sha256:9a10d1a6507e46ab82cd43801ad0d43bc3717ba333ef79cb583f15e1f74f3b34

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.077691Z digest=sha256:58cc93972e6f799299a1822283f447c1a6e36cfd7859fec9f74292c5c651f793

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:59:46.081581Z digest=sha256:eed8138878549b62f89167af510fa69d60fc8056d25f8ad2e699796087d003a5

Pith citing papers

No inbound Pith citation observations are available.