Pith. sign in

Paper Citation Record · LEDGER

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement

As of 20 August 2026, this Paper Citation Record lists 86 of 86 outbound references and 0 inbound Pith citation observations for arXiv:2607.21061.

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

pith.paper-citation-record.v1
2607.21061 v1

Coverage vector

measured 86 of 86 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T08:37:44.462596Z

measured 86 of 86 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

86 of 86 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved86
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 924657f6-f887-4079-9889-903c6c15c14d · outbound

This paper cites Emotional intelligence and interpersonal relations,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emotional intelligence and interpersonal relations,

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:37.515490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:37.515490Z digest=sha256:eb0d97763506322d6332554743d0015b675d4af7baa750cf4132c540cc91c938

Observation 876d1042-b585-4e86-aa18-b99039e8b871 · outbound

This paper cites Affective image content analysis: Two decades review and new perspectives,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Affective image content analysis: Two decades review and new perspectives,

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:37.584521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:37.584521Z digest=sha256:57ec58a60e08e0e9bbc4a9688b7869c4c64c0364954d77f71ff56be029b69963

Observation 9ac78547-6d39-4886-a3a2-fdedcbb53c69 · outbound

This paper cites Multimodal Emotion Recognition with Large Language Models.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Multimodal Emotion Recognition with Large Language Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:37.645785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:37.645785Z digest=sha256:7185fbc6c5c583f8b7cc6a732ec4757cfb437b3771e3aad8be292f794d2a5424

Observation 25df5998-f8d5-4b2e-8693-ee46b68110e1 · outbound

This paper cites Instructblip: Towards general-purpose vision-language models with instruction tuning,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Instructblip: Towards general-purpose vision-language models with instruction tuning,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:37.707141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:37.707141Z digest=sha256:9c2bc7a77839d8de3a39792550369771d2ca56245713c420ef2994e219bbd862

Observation c45e611d-ab49-4b21-9e59-d100e89ddda8 · outbound

This paper cites Minsky,Society of Mind.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Minsky,Society of Mind

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:37.749846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:37.749846Z digest=sha256:78e7c12fd1a236f2f6d6813759a5ba9a39875c37abb8c8aef60498a45411293a

Observation 5f6ab6d2-6c1e-4641-bbb1-5167c0543e49 · outbound

This paper cites OpenAI GPT-5 System Card.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement OpenAI GPT-5 System Card

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:37.800783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:37.800783Z digest=sha256:762d4470a4fee59f6e5b68efd360e00c8c02bf24feaad6e3bd27ab5f59aa4967

Observation 3e73225b-49ac-477c-92c9-bda1b01bc3df · outbound

This paper cites Qwen3.5: Towards native multimodal agents,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Qwen3.5: Towards native multimodal agents,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:37.885043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:37.885043Z digest=sha256:8e41f1aedd95e85bdc61f117ce6839c31326d8f75580ae2406dcfb7a07fa05ec

Observation 49b3a047-573f-46d5-8652-4231750a3f47 · outbound

This paper cites Seed 2.0 official launch,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Seed 2.0 official launch,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:37.937497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:37.937497Z digest=sha256:c84112a8b9ebffaf54c2873d74c93847f8452c254073e88cdabe1af68d8ea2b5

Observation 061ea8ab-fcf0-4adb-bf84-eee925080103 · outbound

This paper cites Building a large scale dataset for image emotion recognition: The fine print and the benchmark,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Building a large scale dataset for image emotion recognition: The fine print and the benchmark,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:37.991696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:37.991696Z digest=sha256:99c5ae76102cd1f7c18ab7c67fe1ca72d932f489379b92e36f28a5c24ea1f4a1

Observation b8688e87-2069-46a4-b321-dab5732f9628 · outbound

This paper cites EMOTIC: emotions in context dataset,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement EMOTIC: emotions in context dataset,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:38.048521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:38.048521Z digest=sha256:d279b3bf8831988c1ec8e9b053b9d5fa25304351dfdd22c2f54b16c7c1fbd3d8

Observation cd3ac59f-7368-442c-9c23-e7b002a26531 · outbound

This paper cites Learning visual emotion representations from web data,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Learning visual emotion representations from web data,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:38.120385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:38.120385Z digest=sha256:ac2da3120cf0179fd37c2b90141fb01eeb0a416492b90cdc4fe9892c5857fcef

Observation 4a0c53a4-11b1-4d5e-9eb4-832ff8b7c3e0 · outbound

This paper cites Emoset: A large-scale visual emotion dataset with rich attributes,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emoset: A large-scale visual emotion dataset with rich attributes,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:38.238816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:38.238816Z digest=sha256:3d3f2d4c3ecc63e48df4a19b51985b760aec4ef24d5abb319098d949e87f325d

Observation a84035df-dd7a-4061-82e0-52eae9fdc5cd · outbound

This paper cites Artemis: Affective language for visual art,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Artemis: Affective language for visual art,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:38.303805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:38.303805Z digest=sha256:397e493e2d3cb554d85412b13eeac24e972fa19b2a99ea064f4a3caec8b07760

Observation e279190f-9dd4-4ee0-b0f1-4a7b4fd90d3a · outbound

This paper cites Affection: Learning affective explanations for real-world visual data,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Affection: Learning affective explanations for real-world visual data,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:38.350320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:38.350320Z digest=sha256:f91b885369d3f5396a72a233b5245ee4375a4b8077ddcbf7b43e6f8bf2bbe1b7

Observation 95966f5d-164e-477a-a8b8-7678fbe07bb0 · outbound

This paper cites Why we feel: Breaking boundaries in emotional reasoning with multimodal large language models,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Why we feel: Breaking boundaries in emotional reasoning with multimodal large language models,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:38.436674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:38.436674Z digest=sha256:57b606af634cfb85dc44fff326a097c8e253bb0f974f21b5db3b9df5e8067352

Observation 8f5ccf29-78e2-4799-89b4-6313e8b54243 · outbound

This paper cites Predicting personalized emotion perceptions of social images,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Predicting personalized emotion perceptions of social images,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:38.520534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:38.520534Z digest=sha256:518f7d0a65fbb97a2bd04ccb0ce6de96165de6f2d9c5190d1b07bf14fa8d42e5

Observation cc339a07-6f1f-43f9-8530-9e6e66d1ae20 · outbound

This paper cites GPT-4o System Card.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement GPT-4o System Card

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:38.605572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:38.605572Z digest=sha256:8e55c7743df892c4d4a20878a1af15f5accf6864f454061d43c7d9021feabd8d

Observation e0b559f3-bb9c-4b05-a752-c440fa9d039e · outbound

This paper cites Context in emotion perception,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Context in emotion perception,

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:38.687460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:38.687460Z digest=sha256:2582eba17448355291e685cead4ce47eb245bd1ccf74a87ba40b71e5d0f5543d

Observation 55d97070-11f7-4bbe-b050-b69960af86ac · outbound

This paper cites Faces in context: A review and systemati- zation of contextual influences on affective face processing,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Faces in context: A review and systemati- zation of contextual influences on affective face processing,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:38.769191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:38.769191Z digest=sha256:e0e6fcfbc87fbed5d641e1eb260f5970342b8c0ba1df7febc8a8a6efc343fd40

Observation 94fb49f8-5d9b-418a-9c43-35830ee118e6 · outbound

This paper cites Individual differences in emotion processing,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Individual differences in emotion processing,

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:38.829555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:38.829555Z digest=sha256:cdc374ec1ffee4f46563d690f09b8434b6a5816408f45ba43254355a800a327b

Observation eb80f917-128b-499c-9b0b-741eadb6ab68 · outbound

This paper cites Reliable crowdsourcing and deep locality- preserving learning for expression recognition in the wild,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Reliable crowdsourcing and deep locality- preserving learning for expression recognition in the wild,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:38.876010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:38.876010Z digest=sha256:9dcc7d318b8f7569ebc13264ddd0780272a089ed1813ac54bb850e12d6ac07ce

Observation d339890b-ffe7-4af6-9f23-a6c3b0afa4cd · outbound

This paper cites A circumplex model of affect,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement A circumplex model of affect,

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:38.932173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:38.932173Z digest=sha256:7377b68d9173df2723de25a19b979b0e7078776ff39e5067785101006057f11c

Observation 6e540371-8ca8-4c6b-b890-36eeaf9167e4 · outbound

This paper cites Constants across cultures in the face and emotion,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Constants across cultures in the face and emotion,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:38.983804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:38.983804Z digest=sha256:7b44df8ad03a54ea4d23ff613572e0aa6c656eb3cc787a7402f97031596a9167

Observation 092e23ed-5c6b-408b-b763-2a2331240d99 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:39.034171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:39.034171Z digest=sha256:1cb0c8fe06dafc308e304d2657c88830c7520adb42b8c76caa4a4aa1dbe5f3ba

Observation 6b3533c6-7c45-4bc0-b478-f65f22b1b5b4 · outbound

This paper cites Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:39.108303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:39.108303Z digest=sha256:0b47e6652d93f0556ce293a2c6872788c827fa4caf12f56b76e44a1eac888ec7

Observation 96d0e448-e310-41eb-aa26-8ddddc9843e1 · outbound

This paper cites Eemo-bench: A benchmark for multi-modal large language models on image evoked emotion assessment,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Eemo-bench: A benchmark for multi-modal large language models on image evoked emotion assessment,

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:39.165779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:39.165779Z digest=sha256:b33962557137c223cf2856cafe2bee2effcf80d8956d04f27008cd7a2dda7982

Observation e7d3b4f8-21e2-43ae-8bf4-2ec0a1f57300 · outbound

This paper cites Emocaliber: Advancing reliable visual emotion comprehension via confidence verbalization and calibration,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emocaliber: Advancing reliable visual emotion comprehension via confidence verbalization and calibration,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:39.240407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:39.240407Z digest=sha256:83821361b3e005f76bd21a18e5d9b821da89c7e2f6687c02d16bc52fa0f93aa3

Observation 0bb8fd32-0cef-4192-a79c-d8541a4c5e15 · outbound

This paper cites Customizing visual emotion evaluation for mllms: An open-vocabulary, multifaceted, and scalable approach,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Customizing visual emotion evaluation for mllms: An open-vocabulary, multifaceted, and scalable approach,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:39.325316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:39.325316Z digest=sha256:10bf917531cc4934ce684a6fe79c03b763566a33e09baf783a9f5888edcb595d

Observation b6529244-88ef-46e0-bb46-4c28940c0d16 · outbound

This paper cites The conditions of artificial general intelligence: Logic, autonomy, resilience, integrity, morality, emotion, embodiment, and embeddedness,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement The conditions of artificial general intelligence: Logic, autonomy, resilience, integrity, morality, emotion, embodiment, and embeddedness,

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:39.382866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:39.382866Z digest=sha256:92c1db2c6d45b99d41a1cfeb5a1aa9c250e9c26250c0122bfa3c322aef648edb

Observation 77f27251-fad0-4228-8007-205962f69d6a · outbound

This paper cites Emotional category data on images from the international affective picture system,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emotional category data on images from the international affective picture system,

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:39.435596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:39.435596Z digest=sha256:f0fa60cc74c5d0f763ecad78d938b2bd1e3112a60965cd454e115fbeb29daa91

Observation 6536726c-9ad0-42be-9238-d8e2b313cda3 · outbound

This paper cites Affective image classification using features inspired by psychology and art theory,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Affective image classification using features inspired by psychology and art theory,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:39.501218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:39.501218Z digest=sha256:d0f5e52e3a4c51a61bd1af4a77ea959cdb0eaeda4dfc044c7ddb8e26a0bc7bc3

Observation 62abdbc1-a400-464c-814f-252566b3287c · outbound

This paper cites LUCFER: A large-scale context-sensitive image dataset for deep learning of visual emotions,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement LUCFER: A large-scale context-sensitive image dataset for deep learning of visual emotions,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:39.554183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:39.554183Z digest=sha256:37a4dfc40486d3040db14adb70c4309c891d9daa30da77f4caca290aca1eb282

Observation 62a3f056-665a-4cb9-b02b-0c717d299831 · outbound

This paper cites Weakly supervised coupled networks for visual sentiment analysis,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Weakly supervised coupled networks for visual sentiment analysis,

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:39.629770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:39.629770Z digest=sha256:7ab0ee442801484938abacd57d808d93c07fcb366000cc9c268d0b535e6a20da

Observation 3659bbbc-d6fd-4b03-b38e-336afb9c6dd3 · outbound

This paper cites S2-ver: Semi-supervised visual emotion recognition,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement S2-ver: Semi-supervised visual emotion recognition,

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:39.679046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:39.679046Z digest=sha256:794faf335c493c644ebf939f8a99465cec567578f0fda46b8e81186f6956749f

Observation 45f9af73-ef39-4395-9b41-d050f46b577d · outbound

This paper cites MDAN: multi-level dependent attention network for visual emotion analysis,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement MDAN: multi-level dependent attention network for visual emotion analysis,

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:39.731904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:39.731904Z digest=sha256:225d7c2d069d678e2ebe8fd8b9715508946f2e2ae876dee3baf58461d024f784

Observation 23d20872-173f-4cc8-80d5-46bc05d3e017 · outbound

This paper cites Pdanet: Polarity-consistent deep attention network for fine-grained visual emotion regression,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Pdanet: Polarity-consistent deep attention network for fine-grained visual emotion regression,

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:39.784798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:39.784798Z digest=sha256:67ff35432f858090729c9d5d0e7dec4aad71d044969e3c6f76aedeacc8f750bc

Observation 7635f20f-651d-4bab-92d3-495cb8775baa · outbound

This paper cites It is okay to not be okay: Overcoming emotional bias in affective image captioning by contrastive data collection,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement It is okay to not be okay: Overcoming emotional bias in affective image captioning by contrastive data collection,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:39.877233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:39.877233Z digest=sha256:dbff4ab65b40c4136667828c3234188b41c57c91c221bebc281d92b028ec7f12

Observation 747744e8-7062-432a-ac09-fea1f5bf3577 · outbound

This paper cites Probing sentiment-oriented pretraining inspired by human sentiment perception mechanism,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Probing sentiment-oriented pretraining inspired by human sentiment perception mechanism,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:40.006914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:40.006914Z digest=sha256:2f181bb56c1545a20c9d9469fc5bc50ad6a9499479b97be875803a652ea9f2b4

Observation c6626622-e4a0-41ea-bad6-f9d97eeb2019 · outbound

This paper cites Bridging visual affective gap: Borrowing textual knowledge by learning from noisy image-text pairs,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Bridging visual affective gap: Borrowing textual knowledge by learning from noisy image-text pairs,

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:40.133485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:40.133485Z digest=sha256:95bbc3079abeb865245896817aa3b1cb07973989dacefcdf760a0a15d8794c59

Observation 07572543-27fe-475e-b6cc-6592678f121b · outbound

This paper cites Zero-shot emotion recognition via affective structural embedding,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Zero-shot emotion recognition via affective structural embedding,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:40.214748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:40.214748Z digest=sha256:c1abd4ff4b54d5793bfe493e650de7d65d21550685d186cbfd1044d8659dd742

Observation 69e05c98-d626-4970-b3c4-a8ee09af1924 · outbound

This paper cites Affective embedding framework with semantic representations from tweets for zero-shot visual sentiment prediction,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Affective embedding framework with semantic representations from tweets for zero-shot visual sentiment prediction,

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:40.288276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:40.288276Z digest=sha256:4ee3b34c0d4b16fed8af4e71e8c75f972182983fec79289afd3beef1f787d54d

Observation 10b456e2-2b0b-4415-a8f4-802790728d76 · outbound

This paper cites An empirical study on configuring in-context learning demonstrations for unleashing mllms’ sentimental perception capability,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement An empirical study on configuring in-context learning demonstrations for unleashing mllms’ sentimental perception capability,

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:40.364762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:40.364762Z digest=sha256:cdbb40da8d0b424218ea25b41dcdf7e292eaf19512095692a7b06f5e1a994f0a

Observation ab268955-5315-4454-8303-0b5fdbe57fe2 · outbound

This paper cites Mm-bigbench: Evaluating multimodal models on multimodal content comprehension tasks,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Mm-bigbench: Evaluating multimodal models on multimodal content comprehension tasks,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:40.411515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:40.411515Z digest=sha256:3583fd4ca45a5eaa5cdf12e2eaee8e4579973546e9264e6ce51823328971f49f

Observation 7dd5d731-c64b-4b5b-ad7f-9fb392961d48 · outbound

This paper cites Facial affective behavior analysis with instruction tuning,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Facial affective behavior analysis with instruction tuning,

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:40.491272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:40.491272Z digest=sha256:b4d577243bf1983b1edea05c0546209055cb912dabaaa6e5ba9d10fa7ec37d15

Observation afb2c2f2-d3aa-4417-9bb4-53fd490c70d7 · outbound

This paper cites EmoBench-M: Benchmarking Emotional Intelligence for Multimodal Large Language Models.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement EmoBench-M: Benchmarking Emotional Intelligence for Multimodal Large Language Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:40.572636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:40.572636Z digest=sha256:d23ae3d4d827239ab7a858cb2fbf3c00e2b211a7dc77a7eb01851b8294898e3a

Observation 3db65a36-ce5f-4380-af8a-1b38c5bd67da · outbound

This paper cites Emovit: Revolutionizing emotion insights with visual instruction tuning,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emovit: Revolutionizing emotion insights with visual instruction tuning,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:40.658438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:40.658438Z digest=sha256:c1e7d4df39126e951bffb93a31bc679b9aefc5a2c4672ecb0816812d0258f840

Observation fe362b4d-5186-4db9-a16b-cfacf28a8b6f · outbound

This paper cites Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:40.713175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:40.713175Z digest=sha256:da8a546491b8e0431c1baa13c805bc46de2c03e8e17bd42d7665e11e1c86a817

Observation a5a8199b-a40a-479b-93bc-d01a4498a431 · outbound

This paper cites EEmo-Logic: A Unified Dataset and Multi-Stage Framework for Comprehensive Image-Evoked Emotion Assessment.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement EEmo-Logic: A Unified Dataset and Multi-Stage Framework for Comprehensive Image-Evoked Emotion Assessment

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:40.795075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:40.795075Z digest=sha256:ea7729d263c70549eee82f1377124cf84c35f6f6ea04c882c0cc6924f389911f

Observation a14066a9-0116-4961-aa6e-3bd944be79dc · outbound

This paper cites Emotion perception from a componential perspective,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emotion perception from a componential perspective,

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:40.849413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:40.849413Z digest=sha256:536b765a57e544f4f2a4d3701de2378e3ac585bab0ff1347f8a223b952bbd9f6

Observation aab431a3-7807-4bab-8654-4acb0892bf4c · outbound

This paper cites Toward label-efficient emotion and sentiment analysis,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Toward label-efficient emotion and sentiment analysis,

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:40.899581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:40.899581Z digest=sha256:e6be39b3210944d5d430f693ac2b977442549c4f3920befdde2b6d63f1a2c061

Observation f10de8fd-218f-4307-81da-c232abd65745 · outbound

This paper cites Emotion-llama: Multimodal emotion recognition and reasoning with instruction tuning,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emotion-llama: Multimodal emotion recognition and reasoning with instruction tuning,

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:40.974301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:40.974301Z digest=sha256:1f28e2ef30dd045baf37ff4a299cbfed0c2f48f1592f3b5940c105296c1a9eb5

Observation cc48adbd-64c2-4d2d-89d7-692ed02e94c8 · outbound

This paper cites Hallucination of Multimodal Large Language Models: A Survey.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Hallucination of Multimodal Large Language Models: A Survey

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:41.052772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:41.052772Z digest=sha256:a7da8467cee731e143264381cc9343a1a291d3a581bd521e0c74ff5736d49c6b

Observation c9107052-5c28-45a6-8afa-08e8fa5f3a4f · outbound

This paper cites Mm-safetybench: A benchmark for safety evaluation of multimodal large language models,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Mm-safetybench: A benchmark for safety evaluation of multimodal large language models,

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:41.178597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:41.178597Z digest=sha256:7eac1f1ba77827762442288b01432c25023576925f0d58938fb89f0d2f2a30f0

Observation bbed5a35-6205-478f-a120-310050860235 · outbound

This paper cites GPT-4 Technical Report.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement GPT-4 Technical Report

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:41.285996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:41.285996Z digest=sha256:337fd2c4e49e89f34fc99f51f28959095895698a049c44d9dd8e8e5acc801adb

Observation 18832989-a893-4dac-8396-ac27252748b0 · outbound

This paper cites Emobench: Evaluating the emotional intelligence of large language models,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emobench: Evaluating the emotional intelligence of large language models,

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:41.403967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:41.403967Z digest=sha256:c2345fc91b9d9d86a0e6555bb5fe0ebad21f72c9e5a08a8f4ac1f00518dd2307

Observation a526cafb-e8f7-40df-b8ac-03800fd8ebe8 · outbound

This paper cites an unresolved cited work.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:41.460452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:41.460452Z digest=sha256:825785f812e419792fb7534ef3abc625cf6120dd8bf4b6ff445ff8ae88614ad2

Observation fb0fcc21-d295-4f5d-a936-16fed46242eb · outbound

This paper cites Extracting moods from pictures and sounds: Towards truly personalized tv,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Extracting moods from pictures and sounds: Towards truly personalized tv,

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:41.500722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:41.500722Z digest=sha256:092aec451c81d9ba732cb5714c06f4b37f989936e3a27486f8786125e2864496

Observation 9292849e-fc87-4847-abd9-6f5e8aa813c4 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Learning transferable visual models from natural language supervision,

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:41.556177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:41.556177Z digest=sha256:443d63936cb56ef7762cad0c0d59b0883d504f44a481398811550f8b136a2d73

Observation cf0341ac-dda9-4070-8aaa-c278882987a7 · outbound

This paper cites Improved baselines with visual instruction tuning,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Improved baselines with visual instruction tuning,

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:41.644840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:41.644840Z digest=sha256:fe139f06ab4b687e98c24137d55e8aea9228a2e0e0604c73dd38039d38e6eb85

Observation 5b147077-e396-49e5-b98c-eefccb23b204 · outbound

This paper cites MANTIS: Interleaved Multi-Image Instruction Tuning.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement MANTIS: Interleaved Multi-Image Instruction Tuning

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:41.734233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:41.734233Z digest=sha256:172c81dde2e2080c149279eebe66e80ce323de684ad857c9ce3bd4e5aaac6da0

Observation 23b177a1-d927-4d62-913f-afada9d78050 · outbound

This paper cites mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:41.845892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:41.845892Z digest=sha256:bda5fbc1615ae69e0e1581f2e071e0c8aa7feba19e6acb1028d3ae585b64f197

Observation c636bb41-f0a3-415f-b6c6-15f95f16eeb9 · outbound

This paper cites Building and better understanding vision-language models: insights and future directions.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Building and better understanding vision-language models: insights and future directions

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:42.020482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:42.020482Z digest=sha256:728df29c84256d0ee409fa64aece956b9ca300be7422f915badb2c624d0add19

Observation 96ded6bb-ebc5-4b1d-8b3d-a14efc2e7442 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:42.215833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:42.215833Z digest=sha256:139a294150b8eddb985359af32fa231e59d4c4e103e0c5d605eac711922daffd

Observation 577a5b85-5725-4e79-a24c-b8c17f85288b · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:42.330328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:42.330328Z digest=sha256:16e61a0b93cd88eb98ab54580380edc7f394d7ec7401e1a8aa132db970ca28b8

Observation 77df96d4-d078-4c5a-b650-17c12f20363c · outbound

This paper cites The Llama 3 Herd of Models.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement The Llama 3 Herd of Models

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:42.402559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:42.402559Z digest=sha256:04a69d210f18b13839492197b2e78efaa5ef55deeefe6bdcdcfc3cb16d978327

Observation ef0405c2-9e41-413c-b7e9-71406a9ff105 · outbound

This paper cites Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:42.483019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:42.483019Z digest=sha256:ef88939cca79edd27b53d241f59202fe06a1e95eb201c312bbcb6033bdd420db

Observation b601f800-9c31-4b69-936f-fb789207a7b8 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:42.558704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:42.558704Z digest=sha256:be212ca37c8bb972b9f0800d7cb50894b0fbd0e8c29788c6d38966bf95c05408

Observation 80e648b0-f4d1-4531-a0d5-bd32c66c58b9 · outbound

This paper cites Opencompass: A universal evaluation platform for foun- dation models,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Opencompass: A universal evaluation platform for foun- dation models,

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:42.633684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:42.633684Z digest=sha256:00bd9ad16679240f8cd071ef65128f029992534b3a96e807511d11c869fcdcd8

Observation 9dd40f82-2304-4f37-8c94-b9b5c68241ba · outbound

This paper cites Qwen3-VL Technical Report.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Qwen3-VL Technical Report

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:42.712706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:42.712706Z digest=sha256:e3e9fca54c77043be4674f3ebff277e700f15bbd34201f8068251a75610557c9

Observation fd9c667b-8a4b-46d9-b7a7-6dd692fc1a04 · outbound

This paper cites Emotionreasoner: Emotion-explanation-oriented reinforcement learning for explainable multimodal emotion recognition,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emotionreasoner: Emotion-explanation-oriented reinforcement learning for explainable multimodal emotion recognition,

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:42.805176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:42.805176Z digest=sha256:cebbd94b1c0267b93f898253f30aa759920d4c8048d89d0adb68fd9b011c6944

Observation 4696959d-604e-4d2a-b2dc-5345d5f9aba0 · outbound

This paper cites Proximal Policy Optimization Algorithms.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Proximal Policy Optimization Algorithms

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:42.938066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:42.938066Z digest=sha256:78db63196011651581508306360f733847e0a204a7023083bf1ffdc01b17181c

Observation 6a8066ff-f41e-42d8-b4bd-6b3b034620c9 · outbound

This paper cites Does reinforcement learning really incentivize reasoning capacity in llms beyond the base model?.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Does reinforcement learning really incentivize reasoning capacity in llms beyond the base model?

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:43.108022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:43.108022Z digest=sha256:9ccdf616301d1626598bb2a4e0e1fb14a473f148c287cf7142172e4bce68d0a0

Observation 0a6164ca-882e-4cb7-ad63-0db7b71f1f43 · outbound

This paper cites DeepSeek-VL: Towards Real-World Vision-Language Understanding.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:43.277598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:43.277598Z digest=sha256:7d62d52acf9cc88cf1b45950854da084bbc17a2f893cca455b8eba43a77a4024

Observation 254a4cb1-2498-4f6e-adf0-aee7592dae99 · outbound

This paper cites Gemma 4: Byte for byte, the most capable open models,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Gemma 4: Byte for byte, the most capable open models,

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:43.373558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:43.373558Z digest=sha256:ec6600e50eb2f986e630c50d76ba484d2eaa6c766a3704f70a9274b28b5d01ef

Observation 632858f7-64c5-47fc-8ac2-01ab8fb35f79 · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:43.456857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:43.456857Z digest=sha256:c8ac7144c114f839060b9c7c52c4399fbaf8501d77cce5f2183edb65409bcf80

Observation f69b1674-2c8a-47f0-b883-0a324ca4d4f0 · outbound

This paper cites Qwen3.6-27B: Flagship-level coding in a 27B dense model,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Qwen3.6-27B: Flagship-level coding in a 27B dense model,

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:43.619727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:43.619727Z digest=sha256:60f3dbab2b088237bb3fda6e0416c545d69b8654e0d47d0c2b6683fe783a73a0

Observation 858d0d0b-44f9-4411-83fa-4017f25f226d · outbound

This paper cites Qwen2.5-vl,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Qwen2.5-vl,

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:43.698035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:43.698035Z digest=sha256:72de4a09b1afc14de9550d210e6379960c34f4bf1196d90982400517addf1acc

Observation 05ea3c08-6a94-4380-9f23-c523d9b32e34 · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:43.813433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:43.813433Z digest=sha256:ff298ff74b847d55591bf63340d3139b71a16501c31a652f648f42a7e2446463

Observation 6b6174af-2b43-457b-952a-5af006caf61b · outbound

This paper cites GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:43.898948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:43.898948Z digest=sha256:bd52ff31b627912b508a00534fcca82b8e6069ec69bf5c2491f9362d664a194f

Observation bc403541-2b97-4b33-9b74-c58a6aa4d875 · outbound

This paper cites MiMo-VL Technical Report.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement MiMo-VL Technical Report

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:43.966698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:43.966698Z digest=sha256:2c6901e5f5e4d29685fb07afd4b9eb06f9a660bc3078e0d6ff2834f89c512a3d

Observation 4b5d8498-8540-4788-8157-32fee6135f07 · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:44.050618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:44.050618Z digest=sha256:0257ac1856f94f3d77d86dfdbbb85e511cdf8df1e3aa16a787a3d067f2e15c1f

Observation 85603fbc-be75-4a2b-a13e-aacd896f35f4 · outbound

This paper cites Kimi K2.5: Visual Agentic Intelligence.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Kimi K2.5: Visual Agentic Intelligence

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:44.159549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:44.159549Z digest=sha256:4ed925e6c4aafab5308a21229b9e4edb77e70efeb688cd5ef48a134031781dd8

Observation 96d10c62-334a-47dd-9ac2-10c5f4e83e5f · outbound

This paper cites Minicpm-v 4.5: Cooking efficient mllms via architecture, data, and training recipe,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Minicpm-v 4.5: Cooking efficient mllms via architecture, data, and training recipe,

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:44.246430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:44.246430Z digest=sha256:f8004f5c518d10b6575a4da26d4852e753681ed0b3d6c8f3909d3e8c212118d7

Observation 5027bcaf-d7b4-4a88-bb89-a1844023b266 · outbound

This paper cites Qwen3.6-plus: Towards real world agents,.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Qwen3.6-plus: Towards real world agents,

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:44.308241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:44.308241Z digest=sha256:2bcc5ce66d0eecddb224be7a4a4f27032af6223f80f4cd4d9773e0055530a2f7

Observation a1c55d83-6932-4859-8cb1-43d89de6ded3 · outbound

This paper cites LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:44.391888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:44.391888Z digest=sha256:a79834fa6757a7b14412fefdfe669ab5053010f0c7eb5b47af13bca9f78b086f

Observation 276c7f29-bbe0-4e45-a9d5-51bd9693e403 · outbound

This paper cites Gemma 3 Technical Report.

MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Gemma 3 Technical Report

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-01T08:37:44.462596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:37:44.462596Z digest=sha256:69fb0ae357dad5e001a6d429ba5230bd5f80bc282d6ea7c2e7f0c94949e91088

Pith citing papers

No inbound Pith citation observations are available.