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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:05.519731Z digest=sha256:7358df64d1b32fae151221395a49970aa6bfbcac0902ab427b272051ed2b2c37

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:f36e1bed75c93b46a410d45a3996c144cb3a0513aa084aac9e565910c7f7b138

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:fe640e061cdc1c58aaa90aba4345cfe8612fa1e2613d100482b4f8b37e0be8bf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:05.847913Z digest=sha256:b5426cbfa822ec0d80f4e19a64ac3c0a7a4cb7fc3c81c4e4de0b58c4a2f236f1

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=sha256:605bbbedf7ef8317972cbac7983544ae1c89d65e9aff76cf14c2c9a39e181b00

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:df45ba94c362cf20963739b5019f9a7c91cf01d613a6aaa7f46670a0e1e8842a

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=sha256:01c678a69ce58652f351705f11bfa61ec42ee4ddc353052f66357e2d541415bf

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=sha256:752c1b09ddb457f69ee406d79ba70cabb6ea13c5359ef4be715084f450ea3221

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:06.339759Z digest=sha256:d2f4c9ccc4da65631252a97500fb31aa14124f884cc2ec7e465a28895b9f1b06

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=sha256:6cdb5de584fa01a11385eed3494a1b6af8d2b54ce6f7221700615975b1983bb3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:06.518257Z digest=sha256:a017a6e2a641f5f6b407750f02cc33086fd1bd1b4420e3cd100fe8c6363a4678

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=sha256:987f0192a46ed3a8f7224cf8d73e4d760a5abf1191cfa37939c6e97313a01442

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:06.790027Z digest=sha256:c59b57d2c71b2cd44c63d6cdbc25228fb8cd3c52592cf5525097183a095af7d7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:06.897082Z digest=sha256:c078ec7b28b44a6bbe9cf0528969f8da5965ebf5d341b81da70d43116a7ad887

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:06.979671Z digest=sha256:b3886cc823d144a3a2b42a293060dac25d6f1c82022008b678bc73c3195870f6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:07.148606Z digest=sha256:76780707c8df9c02937c1cd52fbcea1cf6176351834fb3a20c7e43ba1f26a59a

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=sha256:85e69e472a499f8f1b8df0d8e2551c4cca7a140a62ccbbe10f202e850aa68269

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=sha256:82f8f7d1f0a4af2133691c445e2ce57a31d7dc9f00b6b5bac309ba6bcf69ac69

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:07.427655Z digest=sha256:fdffbec5ad6ae8b3f1f56bb12569fc01aad51aaede1737b25eace7d234b7b48d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:07.519452Z digest=sha256:0722d48dcd8f3aa91b50ad54f25906dedf9d057233597fbef9e4f630697b3cb6

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:cdb2ddfb31fd64a722f9ce4a44309f1943d8a429e7f89c3010e671c6210fa614

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:ac1ac4fcaa279711aff8513cff8c39ffebc13bb04eb8356b42079002fc2fd2ff

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:07.786044Z digest=sha256:327d609ff5cb78a0ac34a5cc9220dbcda41b513eeadec45ba5cf5e185065d5f7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:07.871461Z digest=sha256:ba06a15b867907eebef19d22b535b05e4a19896bc18a8dbfc5d435c042a2f62e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:07.948496Z digest=sha256:e99770098c062f789d95ec67b657e05b9574471ed43985358eaaecaa7cb822ef

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=sha256:186c7d7d41c12bae5ba93795e96bb5c1ff5245001a4577043dcff604ea7d7b11

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:07.955910Z digest=sha256:53487b6d75c8b8751d53b4c12f4a6c8249e83018202397f438cbaa9a3d0c6e90

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:07.959404Z digest=sha256:040e7ce3c0493a94eebeb54dba7f74b8e38db7e8294972f15d5263fb4f77cfca

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:07.962699Z digest=sha256:9e88ec275b659138a9f29eca99f22ced62ab7847e26e11e638c4c042487301e8

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=sha256:37c7b838a10ca8b6dbf4961ece8fa38f818e5013047e8a7c14bcc107881cb1f5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:07.977741Z digest=sha256:53df379b80ffb4a28335fab619555bf9b3e0a4b02807f7c0432dddf661a5ec4e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:07.981524Z digest=sha256:e57d3133d449a3993df099b5f02c242323b8a886804e660d323f288a68dd2cba

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:07.984928Z digest=sha256:698730ed09e577aadae8880ea890314142f7916debd2d16a5ced836d85a9cc72

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:07.988284Z digest=sha256:5a2e0b6ac997dbf0a58bc3cf41df4b1f1a9d248538479055e7fb814465982744

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:07.991584Z digest=sha256:5f7a75d34dc7e529654d870c19d27055dd9a104126bf03ff44bef0ebc43d04be

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=sha256:7a8df0147921595de0da37cab95909804995a13986520e6b553c5856061da1f5

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=sha256:910e68da063610231125a243bb8c4620c0594a62b9b9171c84032d5cb0d3bd8b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.002278Z digest=sha256:9608b826911af9a5267900f8bb38f06298913b5ff31ed9d7584ecb045b6dae25

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.014833Z digest=sha256:21def3658c93fbd083d8b941b477410f472519b2b0c79ee4bdca55cbf72c6a7e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.019187Z digest=sha256:ed5899a1c764c3628d3a182efe95ea91c63fad2688db6ec822b0fa5c76dd1419

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.022904Z digest=sha256:a6558f6595cbac2771f696d5294502768a43fa0cff567656a03699481bf2cb52

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.030614Z digest=sha256:c37619426f5bc7053d8f0f77697f2d4c1789e05f136ec443f9bfa4ff7dbc94f8

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=sha256:14887b21575374d57e66ade8ccc6a94e1b048ea796fbd7dfe24796bc419d6f29

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=sha256:2d8ecc040890c5543fc441843cfaefaa8696dc3501d6e019436404ba1fd6cf64

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=sha256:92ae4f5b05a75e5e874f3da5be73974d5f9da81fe9d6349769ce1cad30621f9f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.027117Z digest=sha256:d160bd5cf00fec52b5dab6faf0749ae383b199e9676285f548a7d91ca86a6a9b

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=sha256:91f68b8163f83861c7fba611af424f1a2c78fa10a1739cdc93cb678d64b177d7

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:ccefd405bd02ec6abf1cba0d787a16dd788166bb92b0c4c8e3069f86ce3d3c8b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.055975Z digest=sha256:8e0b9fa4b3f361dde6826a86dcad3c2594355dd747a09ecf118bcb7eef5bfa0a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.059516Z digest=sha256:f9b9cb8ccdf8685c34be8999bcdfce44013fe954bcf11b2182b9ed837410eae6

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:bdca7ffc95a6ccac820f5e673f9a6a1bfd6c2d98e9e90a20b84b7af97aaa364b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.066051Z digest=sha256:a7d91b2ade550e4d08a3d6f8c8e6f9aca569ab32c1e8035522b20058f9db514b

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=sha256:3de96154890e4f2a4cb6a89d1c7848f6e0e145e034b33468cac238d303e8b72c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.073087Z digest=sha256:df809b1d9145cefa50fe54d1b81cb32f1d7ed0b3b8203214af34d5897e0cb4ee

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=sha256:8d62868b7fc394f8075ad5b0c41b1cb1729f8c01056396ca4fa0079975e0fcab

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.062675Z digest=sha256:7a65bbbad0846ba6fddcdfce3fabb583851c7f2831d721f610ba9c8cc15d4ded

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.082963Z digest=sha256:085e55e89e6d0a3532c903dddefadf91cbbb9de4cbfa5262e45adda5447058ee

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.086241Z digest=sha256:095e010ca3bd4d813313a2adfb7a4206ff50e1757067bf46732dc8910e5d36c0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.089463Z digest=sha256:d5cbaec3c7142d1fbb1a2acabf74ce0764f7b81cca3cd9a53681a07cd6de4f3d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.092588Z digest=sha256:9a3a03fd557432d8fac2309180f78f63d04627f19976fef126d4c46907b559c3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.079745Z digest=sha256:24f8619908884f1672020ae92c175a513e46b7074648e4804972c1b478e25df4

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:b1a3e351d441a746839573458d78b2e82d26788e60b8b645e2ccb6f3412fc1f5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:08.103403Z digest=sha256:f70d98746ec604c2699b77b342074ca66b299aa197a0cf934247580abcc42921

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=sha256:7c953ca2a1af579b14e22ef248e062889b5cdd623a6aede15c8340330d4df9ce

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:cf457da1782adaf736e02e9b9ea4da54aa9d53c3cf6bc64b7430e8ae98221563

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:06.704956Z digest=sha256:dd511c030b38ca7d502f106a86cf43d49837e5cad8d772aba4e91533f4043f57

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T17:13:07.063714Z digest=sha256:9f32c6952a1651406a6916d38aa1e176309772d5ea12bfa0a17b1d274db8e32f

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:d2834afeb92733e85b40cd89c92a33f7f4f5769f2108463892ccf1fb7a86571f

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:ec7c6c33483509749f954904aaa07edbb62722e7b9044cdba5f18ede58830627

Pith citing papers

No inbound Pith citation observations are available.