Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T22:42:12.090105Z
Paper Citation Record · LEDGER
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding
As of 17 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 6 inbound Pith citation observations for arXiv:2505.06685.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T17:17:41.023520Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-15T17:46:23.724330Z
Reference resolution
43 of 43 outbound references displayed
- verified exact0
- verified fuzzy2
- unresolved41
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation af794ba9-6ddc-4c0a-a27a-f728a7493665 · outbound
This paper cites GPT-4 Technical Report.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding GPT-4 Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.792804Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5b74fb3-b37a-4ccb-88ca-e29ae099c98c · outbound
This paper cites L.; and Parikh, D.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding L.; and Parikh, D
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.799345Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21639998-085a-441d-a70c-4e289aac0f3e · outbound
This paper cites wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.804578Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f9dde2d-3dcf-463f-b9b2-0c74bcfdd47f · outbound
This paper cites Qwen Technical Report.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Qwen Technical Report
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.810598Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 828a9b83-bc12-4516-aea6-6aebc21df63a · outbound
This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.815983Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b13392e2-e43c-4059-86d2-17f486f4d611 · outbound
This paper cites VGGFace2: A dataset for recognising faces across pose and age.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding VGGFace2: A dataset for recognising faces across pose and age
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.821365Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f78a218d-dda4-447d-a6b6-f48939a7e24d · outbound
This paper cites an unresolved cited work.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T22:42:12.817958Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 64c3eb7a-70e0-4631-a1ec-79b9341ac807 · outbound
This paper cites FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.833158Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b49c341a-a270-48bf-b6bf-bfd4b13a0acb · outbound
This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.838290Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8da9c9b-3b32-4b84-a804-2ab6bdf2b69b · outbound
This paper cites The Llama 3 Herd of Models.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding The Llama 3 Herd of Models
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.843533Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91a28f4f-14c7-477b-a7c3-9fc03638cd41 · outbound
This paper cites MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.848779Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c49b8c60-6b5c-467a-a677-ee15610915bb · outbound
This paper cites Gaussian Error Linear Units (GELUs).
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Gaussian Error Linear Units (GELUs)
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.854099Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1b72442-6e85-4caf-ae2e-0c9a43d08a37 · outbound
This paper cites an unresolved cited work.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T22:42:12.802110Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d8a0e017-855f-44ed-a761-33edea667823 · outbound
This paper cites an unresolved cited work.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T22:42:12.785812Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d0cffa97-0c2c-4f09-8b29-6542df29bb4d · outbound
This paper cites InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.868618Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15afa32e-ff24-42ae-84e5-6fa56ccb2771 · outbound
This paper cites an unresolved cited work.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T22:42:12.769409Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 530158e2-a107-4082-bcbe-b6017c45ccc1 · outbound
This paper cites an unresolved cited work.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T22:42:12.754445Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f1205854-31d5-4700-b40f-fc49b1129a1e · outbound
This paper cites AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.884383Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0eeff096-97ce-437e-93d9-364f2d52f605 · outbound
This paper cites W.; and Tao, J.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding W.; and Tao, J
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T22:42:12.739326Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3e866bcb-ff35-42fa-bd6f-a07e04e52490 · outbound
This paper cites Explainable Multimodal Emotion Recognition.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Explainable Multimodal Emotion Recognition
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.894833Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35418be2-36ff-4279-95fa-ec332e4b01bd · outbound
This paper cites MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.900570Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e99d7407-bb66-4f34-9c6b-793762d6926e · outbound
This paper cites an unresolved cited work.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T22:42:12.723201Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c8a5df56-aa0c-4369-bbff-cd4f12266d37 · outbound
This paper cites DeepSeek-V3 Technical Report.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding DeepSeek-V3 Technical Report
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.910602Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c2bfd10-04f6-4921-98e1-0d3fe57ebc5a · outbound
This paper cites an unresolved cited work.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T22:42:12.707174Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cef50103-4d32-4714-9e85-80791ad22904 · outbound
This paper cites an unresolved cited work.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.919911Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26be52cf-aba8-4bff-b489-a3068c1a298c · outbound
This paper cites an unresolved cited work.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T22:42:12.680707Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d5b4d9dc-df9a-42c4-b303-0b2e03c88141 · outbound
This paper cites an unresolved cited work.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T22:42:12.664998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b90d2cb1-19a8-4213-9676-f7f76990ca1b · outbound
This paper cites an unresolved cited work.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.934487Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 740d6f29-05b6-4528-9d29-25c796d06cd4 · outbound
This paper cites K.; and Chakraborty, A.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding K.; and Chakraborty, A
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.939491Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a434d988-1933-4ca8-9a02-53e6e219815f · outbound
This paper cites an unresolved cited work.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T22:42:12.628506Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5cd4406b-6903-4da1-83f4-5cfb62f3939b · outbound
This paper cites an unresolved cited work.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Unresolved cited work
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.950127Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fa24aa5-e45c-4192-a0b7-3844c347022e · outbound
This paper cites an unresolved cited work.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.955014Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6d960e2-5879-44ce-a122-d54f8158d5b2 · outbound
This paper cites an unresolved cited work.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T22:42:12.586516Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 95226b08-f910-446a-854d-6ea4e9c809c2 · outbound
This paper cites K.; Qian, X.; Shou, M.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding K.; Qian, X.; Shou, M
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T22:42:12.569140Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7ee5bfa7-0939-4383-9669-6ba62b47d883 · outbound
This paper cites LLaMA: Open and Efficient Foundation Language Models.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding LLaMA: Open and Efficient Foundation Language Models
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.969497Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17c363ca-7fd3-4e27-bab2-874c178595da · outbound
This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.976207Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e3331cc-0c96-4235-b5ab-14fa214b4099 · outbound
This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.981851Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79dadc89-a434-4457-9457-763204d13802 · outbound
This paper cites EmoVIT: Revolutionizing Emotion Insights with Visual Instruction Tuning.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding EmoVIT: Revolutionizing Emotion Insights with Visual Instruction Tuning
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:11.986902Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 364d042e-b480-4de0-ae03-172083152355 · outbound
This paper cites Qwen2.5 Technical Report.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Qwen2.5 Technical Report
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:12.007430Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56195804-9e03-4d6c-824d-4a52ab066286 · outbound
This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding MiniCPM-V: A GPT-4V Level MLLM on Your Phone
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:42:12.015353Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f663787-cdb6-4085-a4d7-d99164d23fb3 · outbound
This paper cites an unresolved cited work.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T22:42:12.551291Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f5486604-0cfb-4b86-95c1-d7d54331aadf · outbound
This paper cites , " * write output.state after.block = add.period write newline.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding , " * write output.state after.block = add.period write newline
Reference 42
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation caf48c83-74c0-4794-9372-33842aca972b · outbound
This paper cites write newline.
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding write newline
Reference 43
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 63dabb9c-893a-46ea-81ed-7ddaaa2a8493 · inbound
Nano-EmoX: Unifying Multimodal Emotional Intelligence from Perception to Empathy cites this paper.
Nano-EmoX: Unifying Multimodal Emotional Intelligence from Perception to Empathy Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T17:46:23.727804Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3916d3b2-5826-486a-a4f2-510fd046d8a2 · inbound
Why Do Vision Language Models Struggle To Recognize Human Emotions? cites this paper.
Why Do Vision Language Models Struggle To Recognize Human Emotions? Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding
Reference 27
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T11:05:08.701072Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4fd3833c-1e3e-443a-86c3-6f692ea03a81 · inbound
Why Do Vision Language Models Struggle To Recognize Human Emotions? cites this paper.
Why Do Vision Language Models Struggle To Recognize Human Emotions? Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T16:11:28.411131Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe362b4d-5186-4db9-a16b-cfacf28a8b6f · inbound
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement cites this paper.
MVEI & EmObserver: Empowering MLLM-Oriented Visual Emotional Intelligence via Emotion Statement Judgement Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T08:37:40.713175Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f30f774-95af-4147-b937-ac0b6ceffbcd · inbound
OneEmo: A Unified Multimodal Reasoning Model for Emotion Perception, Understanding, and Interaction cites this paper.
OneEmo: A Unified Multimodal Reasoning Model for Emotion Perception, Understanding, and Interaction Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T19:27:24.860186Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58a928cc-4535-4e56-a25a-0366fc25e7cb · inbound
E$^3$mo-Bench: A Scalable Benchmark for Multimodal Evoked and Expressed Emotion Understanding via Bayesian Pairwise Alignment cites this paper.
E$^3$mo-Bench: A Scalable Benchmark for Multimodal Evoked and Expressed Emotion Understanding via Bayesian Pairwise Alignment Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T17:17:41.023520Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.