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Paper Citation Record · LEDGER

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark

As of 19 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 0 inbound Pith citation observations for arXiv:2508.16859.

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

pith.paper-citation-record.v1
2508.16859 v1

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:13:08.107303Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

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

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

69 of 69 outbound references displayed

  • verified exact2
  • verified fuzzy4
  • unresolved63
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e75e522c-c8c2-4c84-b273-6da53fb2f435 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.405146Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:05.519731Z digest=sha256:871e6a6c5db637d43b633d3d4f80b88f0a146d4a329274701df4f975c6b936e0

Observation 732e1f94-5e98-47cc-bc01-bbc20db84576 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:05.587946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:05.587946Z digest=sha256:7c7902d51dd28f3fa39712e5c047cb270994d54443a902c3f2cb00b2ddb3d708

Observation 4dda1526-ef3b-402d-807b-5b0c46585244 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:05.677868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:05.677868Z digest=sha256:da94131d584e72d5749c89fea8b7b5de8cc11e709890a6da9fc0eb58e32861e1

Observation c14a31b1-1777-4449-b8c5-8be6b6a481cd · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.376845Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:05.847913Z digest=sha256:9a25a3f816594962ea7c26874f43ff7cbb54efeaeccc15a9cd7efe1a1875f5f8

Observation ea14db05-ebb2-4935-96bc-d8559c0b8a65 · outbound

This paper cites ShareGPT4Video: Improving Video Understanding and Generation with Better Captions.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark ShareGPT4Video: Improving Video Understanding and Generation with Better Captions

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:05.984791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:05.984791Z digest=sha256:fa72e2430ca5ea9c5d21933b6258650a3faa9cced52b0a48746e2c402540d7e7

Observation 7d1d0059-2042-4cb1-a8b4-f272ef124b2b · outbound

This paper cites Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:06.075857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:06.075857Z digest=sha256:3f5540f47c9495d006c125627df292fce73bee5a8deaeba2b51fc87749338514

Observation 3fb0cb53-2ed0-415a-aa46-bd73c21f8650 · outbound

This paper cites VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:06.159347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:06.159347Z digest=sha256:a62eefe6fb5d93c76dbc8096ef853423237c2e0f2abb06282fa85b94fc8516ad

Observation 389c554b-6ab4-480a-b2d1-a12f5e6c38ec · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:06.249665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:06.249665Z digest=sha256:235a3cb49b40124e533b88b948450b16b2aa76c94f66161b52d3a0c2071bd2aa

Observation 834c21b6-ab2e-4bd9-af3e-f62c90727602 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.349201Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:06.339759Z digest=sha256:95955986eb248edf89f1ce09d8b67939d81fa32f39cc877867693fe79546391c

Observation 9423a914-4a6d-4979-b516-5f7de9fdf164 · outbound

This paper cites FAF: A novel multimodal emotion recognition approach integrating face, body and text.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark FAF: A novel multimodal emotion recognition approach integrating face, body and text

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:06.434869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:06.434869Z digest=sha256:8e0ece4d7b0bdcb2d0487c58fbf51c3964bbfdc7c5ac7fc1a587e2cb5d0ac7ba

Observation 7526809b-5f9a-4e0e-951a-96f68c70e254 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.326489Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:06.518257Z digest=sha256:dfa550b1c44250dda8cb9f00d514e3c1231405cd6845edbbc59fb7e540e57cc3

Observation cd084c4b-d8e8-49fe-9c16-a237190f0a39 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:06.604599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:06.604599Z digest=sha256:ca97bbc205e3c57e86efec6e82afd1a108fd6ed717f446f83cfa461889a06156

Observation e8092681-94dc-40b0-8456-ce6400790b09 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.279266Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:06.790027Z digest=sha256:9344868c98188d3da50ef5c7bbedaff8e419ec543edd6f369337096175a43651

Observation e1f913b8-5ff0-4683-9cb7-5082f7a26c48 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.265217Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:06.897082Z digest=sha256:07688e6df83a596340042838e4c299f4a04e518a30ae1c18bbee9d2984b2edf3

Observation 48e4de2f-2bac-468e-b87f-b901afcbe757 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.252376Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:06.979671Z digest=sha256:0942591ada0bf805ad13cd49332c21e7efc9206a1cdec7e5a4b5fa61d5bbaf28

Observation 57a4fba6-d9f5-4bc1-b7e8-c569f7a54ef6 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.228001Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:07.148606Z digest=sha256:301e561050020a464c5b4afb3476c3e00fe2ff63903022b966e233fe3f2f12ca

Observation 97f4482b-5d9d-4a45-a65e-b6bb2c3bb729 · outbound

This paper cites MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:07.219278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:07.219278Z digest=sha256:6b86369bc685fc4e2cb62de53b60620d0f13aaabd77dfa3537946aeb962bd274

Observation b75ecfab-c9bb-4931-b3dc-f3a637a9883b · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:07.338230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:07.338230Z digest=sha256:eb83bfce8cc84d7938ee053e952dd9cbc8dca35d7d4f519197619f2bb5879f52

Observation 5b542ac3-282c-4872-84e4-c8b7310b6dbc · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.205438Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:07.427655Z digest=sha256:18e624f40191b2c8bf3e9a8263fcdd241807690ad552747b0553494c085c91e1

Observation 4c5aefc1-623a-4970-a569-9fe9be5a3258 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.185959Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:07.519452Z digest=sha256:3ba603af86b01a8c9633ed669b4fa3fab165040c2c63eb386c723495b3d962e3

Observation 15ecf628-7c09-4a99-a955-bc2e90e71ac8 · outbound

This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:07.599560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:07.599560Z digest=sha256:448156c60b308598b8a7252e5cd5464da13848fbc954a98b649bc128bdc86ae6

Observation 844db2a6-5923-467f-8af6-5b798541e1dd · outbound

This paper cites VideoChat: Chat-Centric Video Understanding.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark VideoChat: Chat-Centric Video Understanding

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:07.701705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:07.701705Z digest=sha256:7f2d8b75e2de40df578b7806e364485005c60161cb4eaa3b48a418539b73b99e

Observation 3434fa3a-3bf1-427a-8c51-5f56facb69cc · outbound

This paper cites Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-05T17:13:08.747954Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:07.786044Z digest=sha256:a3278c6e273c0fa2f6c6fd311accced0c82eb14175ae2abf51b602405920614b

Observation 23f79d68-a403-4e9c-8294-634ec395614a · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 24

Resolution
verified exact
raw_fallback, observed 2026-08-05T17:13:08.570440Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:07.871461Z digest=sha256:1c507683eec1949ad8b706cad79702ae4b364131442bde6a9c01765147bea0fc

Observation 67d925de-95e6-45a5-9545-3177c2eea541 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.171211Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:07.948496Z digest=sha256:3e2a84b5b019be32f94d6cf8b49f0cef93b7d246146a44c71bddc281b6a180f6

Observation 51be394a-5e20-43b7-b812-11292e92281f · outbound

This paper cites Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:07.952264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:07.952264Z digest=sha256:3c012e0b3e1b7869245ac8e352d9a842ac57f89d5be26c063422e65e0b65ce51

Observation 1f9b4e37-a444-4bba-acd3-a1446d479532 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.159587Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:07.955910Z digest=sha256:1aa6ac4fb887ec672ec4e00544919c5492e8498f5d32ace53bc58b4b81753e43

Observation 88489a0b-8494-45e7-aacf-66cd7114ca4e · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.146731Z

Source-reported events for the cited work

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

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Observation 79c268f5-c947-4a8e-8f28-7abb20b5a7ef · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.135759Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:07.962699Z digest=sha256:5508eb9eeb3949d307c170b889168685fa216bcb862528ea9939cfb116380c2e

Observation b32b4851-901d-4c58-9ae7-bbab845eeaf3 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:07.970121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:07.970121Z digest=sha256:adc9862dcbf4513e741204120ca665ba1c9bb113701b9468f7f989eb6f0fa820

Observation 45cc20b3-ad38-427a-a114-974f9ab5345f · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.115577Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:07.977741Z digest=sha256:01df96c0d4864747705d9a60702ba5fce6896403d3f391934f9a0e6cd40d8487

Observation 464776f6-f0ba-4b44-822c-6e8ed17e1785 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.105075Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:07.981524Z digest=sha256:e42c58dffe6c6f7c1f5a2b1489e53010cfa44c12d676c299a4fbfaba009bc6fa

Observation cc12e840-1167-461f-8104-8d71b4769d88 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.093858Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:07.984928Z digest=sha256:17b0b9aaf83389715d0c42bbb7ccfb56603c942c0492d383489d4008439d2fab

Observation 8057417f-4cb4-417b-b978-e8b9406bddae · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.082632Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:07.988284Z digest=sha256:50fdc064cbc896d196624833ed228428c358d547f985a2d0ea1482f7c16589f9

Observation 1a4ea820-0336-4651-aa1f-c3cf0880eb1c · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.072023Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:07.991584Z digest=sha256:28171d786345bf67a2bf896b188d44e8f4e2bfaee055103b40ce7ae954476598

Observation 6203de18-52cb-4342-baa2-eae99658d5c9 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:07.994833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:07.994833Z digest=sha256:e9aede6e41f4a1a66a2394c8debf9dd199ec883b29299939dcd86a3249dad9f3

Observation ef128d14-1823-4700-947e-10af4ba3c72b · outbound

This paper cites Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:07.998728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:07.998728Z digest=sha256:3d148c6de518c2b685271a383e36290e71e6da0f9760cec346cf7706a29ef912

Observation c5b3dbd4-ba0b-44f1-a8d1-1735c0c5e73e · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.053002Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.002278Z digest=sha256:d25f48efded84eaeb3d4fb6e29a0cf8374470d276f7e1271ef3a5ecb3932f141

Observation 6dbf51d2-2898-4f35-a9dd-aab0055580c5 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.040652Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.014833Z digest=sha256:e7c570b3b2bf8b8e778cb8286c100bec33bbed0430dc259b8c6ffed4727ca473

Observation a2579fbc-4067-465d-a20e-425d7bc0a2b8 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.029401Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.019187Z digest=sha256:208e724f6ec692dd312615f8b0bdd572b7cf6ab81c4386fba30188a6a56dddac

Observation 8e2492ce-5b92-4203-bcce-390043777933 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.016573Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.022904Z digest=sha256:7b434a3c1c10be0985dbda00e38d2f7d6d683ad7687a3f1a0b2f93e3b570e3d9

Observation 69ef2ebd-6923-438e-b005-31d07e57836a · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:08.993683Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.030614Z digest=sha256:426ecd85845232ff2f82d2b988e89986a8cf14a35453c16c55db3685daa7502b

Observation 933620c3-3c5d-4885-90e7-20d725a97951 · outbound

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

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark LLaMA: Open and Efficient Foundation Language Models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:08.034197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:08.034197Z digest=sha256:512c5b81e5942a10682a83dfcadff13a0809dd36bae30dd9447556cd7e49e296

Observation c42a1013-1461-4778-8c06-b7edbd901303 · outbound

This paper cites Dreaddit: A Reddit Dataset for Stress Analysis in Social Media.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Dreaddit: A Reddit Dataset for Stress Analysis in Social Media

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:08.038353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:08.038353Z digest=sha256:5e0ac6bf7d2dc75cb3146a8cc4aa116080d8aaa820ea9b510ed3811f4c9f5c10

Observation 60c8ae63-b1f4-4588-a9fd-9dc9c944d0aa · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:08.041586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:08.041586Z digest=sha256:61215517eb5d8b7e7559d66267f4d59caea7e3952f4542bdd9f1dfa977beeb18

Observation 0b254268-ea50-47fc-bf5e-de1358a07982 · outbound

This paper cites In Proceedings of the 31st ACM International Conference on Multimedia.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark In Proceedings of the 31st ACM International Conference on Multimedia

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:13:09.005138Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.027117Z digest=sha256:9383b246db38ce87ec54667701bc85619014378d67bc59a9d5e0821ead54ca38

Observation d20a879f-66e9-4036-854f-3cb5dc989c1f · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Finetuned Language Models Are Zero-Shot Learners

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:08.048793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:08.048793Z digest=sha256:f2647d726654628b912347638b9231ffef88c34672f1eeb8702e67089875f67f

Observation 4aa04bef-7909-4aaa-ad1f-f75aca149122 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:08.052613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:08.052613Z digest=sha256:43c6651a97886622dada52c38e490ffd774974f5ce71972c2f80767a61d6433c

Observation 464434eb-7fa3-49aa-b92f-2a814862bdee · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:08.968568Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.055975Z digest=sha256:5f38217e59d502864516ecc979a179cdaeeacbf07148d2e584532ed8ba0ab7e1

Observation 7a3ec6cb-c905-462f-b18b-effbf3b92f70 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:08.957414Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.059516Z digest=sha256:3983f56e8eeef0fbf41f3a4f5f59303eeddf041b105ac372e0a7829cacdf48e6

Observation ff766519-ef13-4409-af69-1826248e572a · outbound

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

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:08.045053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:08.045053Z digest=sha256:d92afa2c1f712a27a03ec2f70aed08e21a230bc2c51b0c85e57b01746272ef86

Observation 9c931404-c032-46f4-9a90-45c50b555780 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:08.935957Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.066051Z digest=sha256:30c2d618cca81d13972add9c7439bcc45b58d2176be31f87df3bc26a441a3013

Observation c1f4f801-25f5-4f0f-8122-70e9ec01d806 · outbound

This paper cites WizardLM: Empowering large pre-trained language models to follow complex instructions.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:08.069316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:08.069316Z digest=sha256:be62fdcdfa96406b8991f8877a18d0915ac24bc9e8a60241283c1c19d4b21e7c

Observation e703e0a0-531b-4e15-b59f-fd672a714cb3 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:08.924061Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.073087Z digest=sha256:b46a8666c372c49606017956ad56e9ac422c460bece57e62208e0994f3c59da2

Observation 3da926a6-f313-47a3-954a-cc2967c60026 · outbound

This paper cites List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:08.076343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:08.076343Z digest=sha256:ea1dc4abf233286ae4f270f0f8c68ef0cf62fd4af0fef9f8a7112afea6ddcf60

Observation 0c570132-11ab-4664-9948-e5438ded5133 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:08.946855Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.062675Z digest=sha256:faa763c37cbab25eca43cdac3470d014a30fe1d593f3610aad1b97392debc2f3

Observation 3834ffb0-2b29-4314-912b-e2360205980b · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:08.900285Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.082963Z digest=sha256:42de6a4dcad526abd6f99be9b1e37b5fbe3ccdfafcbae88e6dfc01036dc82bbe

Observation af1430fc-e2dc-4821-89de-36a1c1cbbe52 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:08.889585Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.086241Z digest=sha256:2bd76ea93f32519872581d758c5a3b9671fd1cbae893295595e3c2fafb34878f

Observation 5d958a74-4b47-4aa4-8f54-8267591a0503 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:08.878670Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.089463Z digest=sha256:d8ce4758fd71df71b78200ec18a8ae4ea9d9f97d5f3f2e29dddd7079e7c7d89e

Observation 0aba231a-144f-407d-8d7b-9f3456e91678 · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:08.868168Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.092588Z digest=sha256:06275df4c7bd7e3fae91fef07f0e76c10798da901dc0997ab91caca711a3b2c3

Observation 19f7ab63-4b55-4b6b-af22-c367e428befe · outbound

This paper cites Chi, and Denny Zhou.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Chi, and Denny Zhou

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:13:08.911889Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.079745Z digest=sha256:67e668f7400b9562e2b17f3008d6feafe970dc803e65370302bc5a1defc7abdc

Observation 5d3013a8-c5cd-43e0-bdfe-d4519226568b · outbound

This paper cites SVIT: Scaling up Visual Instruction Tuning.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark SVIT: Scaling up Visual Instruction Tuning

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:08.100077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:08.100077Z digest=sha256:51bd77a57d8f1fff3e22c8027affacaf7234ea42b9a1244134f6bdcf4ec94f41

Observation d001ec0d-55c6-4356-9c3b-c26b15920aab · outbound

This paper cites Chi, Quoc V Le, and Denny Zhou.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Chi, Quoc V Le, and Denny Zhou

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:13:08.856822Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:08.103403Z digest=sha256:31b4edfb44fa9e29412e44963345d9b85448bdd467f0313583658d2600686078

Observation 92786083-b1d7-4def-9f9e-5fb5b8a4b82e · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:08.107303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:08.107303Z digest=sha256:b85a9d77ce3cfcb0a9a9dbaa64969332dc29df38e27ace62e7ced3f3bbdd0813

Observation 9f7999db-19ce-4621-af6c-b8935cf10a27 · outbound

This paper cites LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:08.096024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:08.096024Z digest=sha256:0e15f84601846bd9d30ec060f5e4ac9c30c46ed447d1d22e22ac547efbd410a9

Observation 1338ecd0-323a-4b3a-b8bb-c9686f3352af · outbound

This paper cites an unresolved cited work.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work

Reference 2014

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:13:09.294435Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:06.704956Z digest=sha256:89299f1a8f07e3aae85d394213523890c43916498d2fac24dc49afcbf3a4403d

Observation ec614a4a-9aeb-4948-a5ad-cb5d55c26644 · outbound

This paper cites In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:13:09.239747Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T17:13:07.063714Z digest=sha256:2a114d651348971f10a4c68d4d8bb09caa0263653713b24486e48812e737de24

Observation bbe44f30-f85c-43b2-ae98-ddd6a875e668 · outbound

This paper cites Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:07.973742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:07.973742Z digest=sha256:b0bff0758425e12136be30ce5aef8ccf327eca0ffe68496eeff289708ac1d4aa

Observation 658ce853-647e-4c11-9558-ed2cef15393e · outbound

This paper cites Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-05T17:13:07.966651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:13:07.966651Z digest=sha256:5e0153025757a13643a74458e6f9ae3890180a08abb729b88420855383cfba00

Pith citing papers

No inbound Pith citation observations are available.