Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:27:38.967308Z
Paper Citation Record · LEDGER
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs
As of 8 August 2026, this Paper Citation Record lists 87 of 87 outbound references and 1 inbound Pith citation observation for arXiv:2505.24423.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-15T20:59:59.582440Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-15T21:00:17.801604Z
Reference resolution
87 of 87 outbound references displayed
- verified exact2
- verified fuzzy5
- unresolved78
- parse uncertain1
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 91d42318-c19d-4f76-bcc6-8031cf995807 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:30.855035Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a53143d-23b9-445a-9679-48a7b32b8c0a · outbound
This paper cites GPT-4 Technical Report.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs GPT-4 Technical Report
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:30.902446Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19e56c53-1513-4a2f-86f7-a67f4f764d49 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:30.986601Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34b6276d-014a-42c9-94d5-a5a0a70e9791 · outbound
This paper cites Qwen2.5-VL Technical Report.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Qwen2.5-VL Technical Report
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:31.172201Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd402dce-346a-4bee-91e7-e705926bebb9 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:31.307855Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e0de36a-874c-4ddc-9da9-5a7fe3c21fe0 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:31.422299Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66b894de-c60e-49b2-8389-e821c71e45ef · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:31.530068Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c113cf7c-5adc-4af2-af5c-8140a0ea177c · outbound
This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:31.646610Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf422299-d4a2-477e-a331-eda23663a077 · outbound
This paper cites How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:31.737726Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6655b142-db73-474a-a323-657417a6c7ce · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:31.817740Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b982fe8a-5fd2-4184-a16c-ff44e397627b · outbound
This paper cites Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:31.899115Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bfdcdc1-b5bf-40ee-826e-836e069dde99 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:49.774668Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 78184510-76ed-4fed-91dc-31576c17b7dd · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:49.621844Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 35b58170-78b4-4974-afc8-f44cbeb83b2c · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:49.528382Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 06af6194-2ea7-4217-a1fe-901dfefbe803 · outbound
This paper cites Emotion Detection and Analysis on Social Media.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Emotion Detection and Analysis on Social Media
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T12:27:39.537187Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 25d78dc3-1e8c-4e0e-b101-df0023bd965b · outbound
This paper cites Mini-InternVL: A Flexible-Transfer Pocket Multimodal Model with 5% Parameters and 90% Performance.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Mini-InternVL: A Flexible-Transfer Pocket Multimodal Model with 5% Parameters and 90% Performance
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:32.357748Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d376c01-a0a4-4e10-ab57-0cb25e789770 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:49.315863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c2c7feb3-3386-4ecf-bba9-091fd57573c4 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:49.009263Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ad696b60-6bf6-4045-8b57-e5154665087d · outbound
This paper cites GPT-4o System Card.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs GPT-4o System Card
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:32.684430Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41314d98-1005-4cb3-8733-f177aa28fd83 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:32.812793Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41bef5b9-4ad9-4c21-9cc7-d58b5111d659 · outbound
This paper cites Mistral 7B.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Mistral 7B
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:32.889861Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24014460-38d4-474b-94d1-132358e5e52d · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:48.737455Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3fa964d9-42ef-4f5e-84f3-6280f07c83e0 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:48.461449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6f8944c8-e908-409e-838e-f78bbc6b26c4 · outbound
This paper cites Context Based Emotion Recognition using EMOTIC Dataset.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Context Based Emotion Recognition using EMOTIC Dataset
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T12:27:39.368991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8d8d9ac0-dae2-4b9d-bf8a-ae016bfece6a · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:48.179508Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d406ef8d-d1a6-479c-98e8-d35dda3228a4 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:47.913289Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9bcbb897-21b3-4c9e-8993-6449d7545e5f · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:47.593293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6bac460d-6220-4e8c-9d7c-2125bd86fe18 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:33.462445Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4b6c717-d323-4489-8c4a-638e7d69a7e3 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:47.335569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ef0752bd-e766-4c72-99ab-5dc05b21afd6 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:33.644722Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2f1323a-3995-4253-b9a5-27a18b011111 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:33.725025Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e25807c-b46f-43c5-b13c-ea590a6e1c08 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:33.801800Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63a7002a-3053-41e0-a2a1-9cde888efe08 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:33.902788Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c99fe5fa-5398-4b08-96be-5d3c3c1200f2 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:47.043472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 72c644a4-b128-469f-a461-86ae7261b16a · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:46.803342Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 247d2c79-9743-42b7-bc93-065eb884807c · outbound
This paper cites Mohammad, Felipe Bravo-Marquez, Mohammad Salameh, and Svetlana Kiritchenko.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Mohammad, Felipe Bravo-Marquez, Mohammad Salameh, and Svetlana Kiritchenko
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:27:46.501519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2cf65781-8968-4755-b8aa-352bda33f616 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:46.354284Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 73995b19-ed54-4578-8e08-58161de4a080 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:46.156281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fd5f7fb1-55e3-46fb-aafb-9d66a7d8c591 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:46.000017Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e5c3ef5c-6276-46bd-b95f-fcec7a6a63c6 · outbound
This paper cites SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:34.512766Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1ca3362-b580-42d1-b131-8e1d666e3ef9 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:45.911150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 89ecba46-79cd-4262-a313-09bb3029d38d · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:45.772191Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6c2fbbb3-ed15-49b7-9928-5a3138001b26 · outbound
This paper cites A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:34.712223Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a68507e4-1455-47be-8c4e-0d50ceb89bc9 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:45.641170Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 55d5cabb-2e4b-4141-8943-b45aa100bf69 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:45.493896Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation abb9e42f-c050-4b22-a77d-e8a4bbafd2f1 · outbound
This paper cites Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:35.002067Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de76981f-a02f-4397-bbdf-f440719fabaa · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:45.371030Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0a6ccba9-d443-45f5-ad23-cb391ac15ece · outbound
This paper cites Omni-Emotion: Extending Video MLLM with Detailed Face and Audio Modeling for Multimodal Emotion Analysis.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Omni-Emotion: Extending Video MLLM with Detailed Face and Audio Modeling for Multimodal Emotion Analysis
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:35.121940Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7618ffd5-34e8-406a-95ce-eef74de30946 · outbound
This paper cites EmoLLM: Multimodal Emotional Understanding Meets Large Language Models.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs EmoLLM: Multimodal Emotional Understanding Meets Large Language Models
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:35.249032Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5fb1e45-27ca-40ad-ac05-9de9f382aaf2 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:45.237316Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b6499b58-ea5f-4f3c-b289-5c088279206e · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:35.455981Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f0503e1-0dcd-4d4e-89bd-a437347916de · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:35.583054Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93e28b4d-2818-42b2-b11a-b0899f48039c · outbound
This paper cites LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:35.696981Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9087edb-9ed9-485e-abf3-a3dd2c95f688 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:45.122090Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 438d8d78-d243-4cf7-a46f-886ed7142558 · outbound
This paper cites Massively Multilingual Corpus of Sentiment Datasets and Multi-faceted Sentiment Classification Benchmark.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Massively Multilingual Corpus of Sentiment Datasets and Multi-faceted Sentiment Classification Benchmark
Reference 55
- Resolution
- malformed identifier
- local_arxiv, observed 2026-08-07T12:27:39.144120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b65151eb-0102-4ab7-a784-a53f1f5f1967 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:44.989702Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 370042da-0e18-45b6-8c1a-7a46c5b43036 · outbound
This paper cites You have two options: (a) Select one emotion that best represents the emotional state conveyed in the text.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs You have two options: (a) Select one emotion that best represents the emotional state conveyed in the text
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:27:44.762675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2e356f66-5662-412d-88b8-95b9b3842415 · outbound
This paper cites You have two options: (a) Select one emotion that best represents the emotional state conveyed in the text.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs You have two options: (a) Select one emotion that best represents the emotional state conveyed in the text
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:27:44.513324Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ba83afb4-aed2-413e-89ad-dd9b83feba3d · outbound
This paper cites anticipation, 8.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs anticipation, 8
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:27:44.281151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f8ad76ac-89f5-423c-be15-5289b5c86e16 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:44.007115Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 59d9e861-e0b2-4092-ada9-e05cd8135a12 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:43.781316Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c7f63c1c-9f76-4862-ba37-792eaf433b31 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:43.677520Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3848b679-1c68-47aa-b494-01e93a5781d3 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:43.512899Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d7dc4de7-2b24-4bac-ad5a-7ab487a08ef1 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:43.329159Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 06f780dc-7ed3-482c-8a5e-b77e0f99f57f · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:43.124274Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 64b01696-d712-4fce-b476-99d604800371 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:42.966805Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 92563005-06e1-4687-bf5a-1257ab6289b1 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:42.789030Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c44c76f0-accb-45a6-9643-c538d03fd930 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:42.626104Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 74769d0c-39a5-4371-82a6-53e43481b5c4 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 71
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:42.430032Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 07fc43c1-e5af-4ecf-97cc-115e8cdb79b1 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 72
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:42.255835Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation affaefd0-109f-4ec6-b1ec-f5b4ee987582 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:42.009491Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 51539730-005c-4aa0-8bfe-0fbf64181314 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 74
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:41.815927Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8e003f8a-4d39-49c3-a469-5466d83ded89 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 75
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:41.663185Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 12865b18-e336-43dc-8010-3be083993b6a · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 76
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:41.476333Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 26d132d9-f9b8-433f-95aa-aa92c4c34e85 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 77
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:41.294751Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9f4df9cd-0639-474d-975f-886ff85c321f · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 78
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:41.169730Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eb1ac314-cbbb-412e-acc7-45d49d3e486d · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 79
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:40.945837Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b04b8852-ab72-4a0d-935a-aa9ad34e48a3 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 80
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:40.824798Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eeb99113-9007-4478-8362-79969f86b517 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 81
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:40.650546Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3c8f1910-3782-45a5-b43c-affa6b5a6f8d · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 82
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-07T12:27:40.497615Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1a651dff-ee5f-44df-98e8-7b7422cc7837 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 83
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:40.329995Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a532d105-d226-4861-8bd9-58247af88e97 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 84
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:40.186366Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ab157704-827c-42a9-aca5-51e286edc32a · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 85
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:40.011692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dc646789-2693-4f4f-9876-0c5710f34353 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 86
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:27:39.855761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a5b0e898-b11a-4465-89a6-fec5feb81273 · outbound
This paper cites You can select one or more emotions from the list to represent the image’s emotional expression.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs You can select one or more emotions from the list to represent the image’s emotional expression
Reference 87
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:27:39.699003Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 105dbf7f-8080-4f87-8045-6555bf092809 · outbound
This paper cites an unresolved cited work.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Unresolved cited work
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:31.098467Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42bf3e7b-65ef-485d-9a15-6ef8f0a6db36 · outbound
This paper cites InProceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining.
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs InProceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:27:33.963503Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 0e745808-3cba-4e9c-89ed-181172d8f602 · inbound
Cross-Lingual Sentiment Misalignment: Auditing Multilingual Language Models for Inversion Risk, Dialectal Representation, and Affective Stability cites this paper.
Cross-Lingual Sentiment Misalignment: Auditing Multilingual Language Models for Inversion Risk, Dialectal Representation, and Affective Stability MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T21:00:17.803808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.