Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:13:08.107303Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:13:08.107303Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
69 of 69 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e75e522c-c8c2-4c84-b273-6da53fb2f435 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 1
Source-reported events for the cited work
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Observation 732e1f94-5e98-47cc-bc01-bbc20db84576 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4dda1526-ef3b-402d-807b-5b0c46585244 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c14a31b1-1777-4449-b8c5-8be6b6a481cd · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 4
Source-reported events for the cited work
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Observation ea14db05-ebb2-4935-96bc-d8559c0b8a65 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark ShareGPT4Video: Improving Video Understanding and Generation with Better Captions
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d1d0059-2042-4cb1-a8b4-f272ef124b2b · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
Reference 6
Source-reported events for the cited work
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Observation 3fb0cb53-2ed0-415a-aa46-bd73c21f8650 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 389c554b-6ab4-480a-b2d1-a12f5e6c38ec · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 834c21b6-ab2e-4bd9-af3e-f62c90727602 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 9
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Observation 9423a914-4a6d-4979-b516-5f7de9fdf164 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7526809b-5f9a-4e0e-951a-96f68c70e254 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 11
Source-reported events for the cited work
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Observation cd084c4b-d8e8-49fe-9c16-a237190f0a39 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8092681-94dc-40b0-8456-ce6400790b09 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 13
Source-reported events for the cited work
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Observation e1f913b8-5ff0-4683-9cb7-5082f7a26c48 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 14
Source-reported events for the cited work
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Observation 48e4de2f-2bac-468e-b87f-b901afcbe757 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 15
Source-reported events for the cited work
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Observation 57a4fba6-d9f5-4bc1-b7e8-c569f7a54ef6 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 16
Source-reported events for the cited work
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Observation 97f4482b-5d9d-4a45-a65e-b6bb2c3bb729 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b75ecfab-c9bb-4931-b3dc-f3a637a9883b · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b542ac3-282c-4872-84e4-c8b7310b6dbc · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4c5aefc1-623a-4970-a569-9fe9be5a3258 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 15ecf628-7c09-4a99-a955-bc2e90e71ac8 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 844db2a6-5923-467f-8af6-5b798541e1dd · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark VideoChat: Chat-Centric Video Understanding
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3434fa3a-3bf1-427a-8c51-5f56facb69cc · outbound
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
Source-reported events for the cited work
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Observation 23f79d68-a403-4e9c-8294-634ec395614a · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 67d925de-95e6-45a5-9545-3177c2eea541 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 25
Source-reported events for the cited work
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Observation 51be394a-5e20-43b7-b812-11292e92281f · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f9b4e37-a444-4bba-acd3-a1446d479532 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 27
Source-reported events for the cited work
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Observation 88489a0b-8494-45e7-aacf-66cd7114ca4e · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 79c268f5-c947-4a8e-8f28-7abb20b5a7ef · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b32b4851-901d-4c58-9ae7-bbab845eeaf3 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45cc20b3-ad38-427a-a114-974f9ab5345f · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 31
Source-reported events for the cited work
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Observation 464776f6-f0ba-4b44-822c-6e8ed17e1785 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 32
Source-reported events for the cited work
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Observation cc12e840-1167-461f-8104-8d71b4769d88 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 33
Source-reported events for the cited work
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Observation 8057417f-4cb4-417b-b978-e8b9406bddae · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 34
Source-reported events for the cited work
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Observation 1a4ea820-0336-4651-aa1f-c3cf0880eb1c · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 35
Source-reported events for the cited work
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Observation 6203de18-52cb-4342-baa2-eae99658d5c9 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef128d14-1823-4700-947e-10af4ba3c72b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5b3dbd4-ba0b-44f1-a8d1-1735c0c5e73e · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 38
Source-reported events for the cited work
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Observation 6dbf51d2-2898-4f35-a9dd-aab0055580c5 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 39
Source-reported events for the cited work
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Observation a2579fbc-4067-465d-a20e-425d7bc0a2b8 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 40
Source-reported events for the cited work
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Observation 8e2492ce-5b92-4203-bcce-390043777933 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 41
Source-reported events for the cited work
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Observation 69ef2ebd-6923-438e-b005-31d07e57836a · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 42
Source-reported events for the cited work
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Observation 933620c3-3c5d-4885-90e7-20d725a97951 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark LLaMA: Open and Efficient Foundation Language Models
Reference 43
Source-reported events for the cited work
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Observation c42a1013-1461-4778-8c06-b7edbd901303 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Dreaddit: A Reddit Dataset for Stress Analysis in Social Media
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60c8ae63-b1f4-4588-a9fd-9dc9c944d0aa · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b254268-ea50-47fc-bf5e-de1358a07982 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark In Proceedings of the 31st ACM International Conference on Multimedia
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d20a879f-66e9-4036-854f-3cb5dc989c1f · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Finetuned Language Models Are Zero-Shot Learners
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4aa04bef-7909-4aaa-ad1f-f75aca149122 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 464434eb-7fa3-49aa-b92f-2a814862bdee · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 49
Source-reported events for the cited work
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Observation 7a3ec6cb-c905-462f-b18b-effbf3b92f70 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 50
Source-reported events for the cited work
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Observation ff766519-ef13-4409-af69-1826248e572a · outbound
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
Source-reported events for the cited work
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Observation 9c931404-c032-46f4-9a90-45c50b555780 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c1f4f801-25f5-4f0f-8122-70e9ec01d806 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e703e0a0-531b-4e15-b59f-fd672a714cb3 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 54
Source-reported events for the cited work
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Observation 3da926a6-f313-47a3-954a-cc2967c60026 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c570132-11ab-4664-9948-e5438ded5133 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 56
Source-reported events for the cited work
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Observation 3834ffb0-2b29-4314-912b-e2360205980b · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 57
Source-reported events for the cited work
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Observation af1430fc-e2dc-4821-89de-36a1c1cbbe52 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5d958a74-4b47-4aa4-8f54-8267591a0503 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 59
Source-reported events for the cited work
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Observation 0aba231a-144f-407d-8d7b-9f3456e91678 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 19f7ab63-4b55-4b6b-af22-c367e428befe · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Chi, and Denny Zhou
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5d3013a8-c5cd-43e0-bdfe-d4519226568b · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark SVIT: Scaling up Visual Instruction Tuning
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d001ec0d-55c6-4356-9c3b-c26b15920aab · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Chi, Quoc V Le, and Denny Zhou
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 92786083-b1d7-4def-9f9e-5fb5b8a4b82e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f7999db-19ce-4621-af6c-b8935cf10a27 · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1338ecd0-323a-4b3a-b8bb-c9686f3352af · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Unresolved cited work
Reference 2014
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ec614a4a-9aeb-4948-a5ad-cb5d55c26644 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bbe44f30-f85c-43b2-ae98-ddd6a875e668 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 658ce853-647e-4c11-9558-ed2cef15393e · outbound
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.