Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T22:19:13.746242Z
Paper Citation Record · LEDGER
Acknowledging Focus Ambiguity in Visual Questions
As of 21 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2501.02201.
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 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-11T02:03:52.566413Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T04:00:54.597918Z
Reference resolution
56 of 56 outbound references displayed
- verified exact2
- verified fuzzy34
- unresolved20
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 1db03ffc-a8cd-4cb3-95ea-be41ea326195 · outbound
This paper cites Flamingo: a visual language model for few-shot learning.
Acknowledging Focus Ambiguity in Visual Questions Flamingo: a visual language model for few-shot learning
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.539807Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abb0115e-9ccc-42c3-a432-c218d43d2764 · outbound
This paper cites Vqa: Visual question answering.
Acknowledging Focus Ambiguity in Visual Questions Vqa: Visual question answering
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.544017Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 046961b5-25f2-4b06-adae-f8c25fdb0829 · outbound
This paper cites Qwen2.5-VL Technical Report.
Acknowledging Focus Ambiguity in Visual Questions Qwen2.5-VL Technical Report
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.547498Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2caccec5-8c0d-4c12-985c-10cf576219e7 · outbound
This paper cites Why does a visual question have different answers? In Proceedings of the IEEE International Conference on Computer Vision , pages 4271–4280, 2019.
Acknowledging Focus Ambiguity in Visual Questions Why does a visual question have different answers? In Proceedings of the IEEE International Conference on Computer Vision , pages 4271–4280, 2019
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.382252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 35cf7e17-5a7b-4327-bf6b-7dbb48f71430 · outbound
This paper cites Grounding answers for visual questions asked by visually impaired people.
Acknowledging Focus Ambiguity in Visual Questions Grounding answers for visual questions asked by visually impaired people
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.369517Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5e6765d8-826e-47b3-9dcc-b2f0c189e2f7 · outbound
This paper cites Vqa therapy: Exploring answer differences by visually ground- ing answers.
Acknowledging Focus Ambiguity in Visual Questions Vqa therapy: Exploring answer differences by visually ground- ing answers
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.357473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 635550d4-1e76-413f-a77b-8615a1694fc8 · outbound
This paper cites Fully authentic visual question answering dataset from online communities.
Acknowledging Focus Ambiguity in Visual Questions Fully authentic visual question answering dataset from online communities
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.344905Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 011efa55-1d4e-4a66-ad1c-9fc2c1d88cf9 · outbound
This paper cites Cops-ref: A new dataset and task on composi- tional referring expression comprehension.
Acknowledging Focus Ambiguity in Visual Questions Cops-ref: A new dataset and task on composi- tional referring expression comprehension
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.333153Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a0e3da99-d8f5-4681-a206-039167b74e9e · outbound
This paper cites How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites.
Acknowledging Focus Ambiguity in Visual Questions 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 2026-08-10T22:19:13.568825Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9db10d44-fa89-48d2-a68f-fa6e216b624f · outbound
This paper cites Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference.
Acknowledging Focus Ambiguity in Visual Questions Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.573077Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a3bbdbb-24c3-47b5-93be-e98729387ccb · outbound
This paper cites Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes.
Acknowledging Focus Ambiguity in Visual Questions Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T22:19:13.895356Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b3bcbc7a-8ea3-4ab5-a549-b2e4cfcff3b4 · outbound
This paper cites Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models.
Acknowledging Focus Ambiguity in Visual Questions Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.581827Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1e47f0a-baf4-4de6-b1bf-343d711dfa2c · outbound
This paper cites Zero-shot and few-shot video question answering with multi-modal prompts.
Acknowledging Focus Ambiguity in Visual Questions Zero-shot and few-shot video question answering with multi-modal prompts
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.321971Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c48e1e52-e66b-416e-9b4d-6f96680ec71c · outbound
This paper cites Vqs: Linking segmentations to questions and answers for supervised attention in vqa and question-focused semantic segmentation.
Acknowledging Focus Ambiguity in Visual Questions Vqs: Linking segmentations to questions and answers for supervised attention in vqa and question-focused semantic segmentation
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.311226Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 853b4b89-a37d-4f41-8f87-377224909b5a · outbound
This paper cites Making the V in VQA matter: Ele- vating the role of image understanding in Visual Question Answering.
Acknowledging Focus Ambiguity in Visual Questions Making the V in VQA matter: Ele- vating the role of image understanding in Visual Question Answering
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.300267Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 34991dcb-c056-4db1-b3ab-d884437dda1a · outbound
This paper cites Making the v in vqa matter: Elevating the role of image understanding in visual question answer- ing.
Acknowledging Focus Ambiguity in Visual Questions Making the v in vqa matter: Elevating the role of image understanding in visual question answer- ing
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.597704Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57477597-2063-4653-83f7-ad35ea92d844 · outbound
This paper cites Abg-coqa: Clarifying ambiguity in conversa- tional question answering.
Acknowledging Focus Ambiguity in Visual Questions Abg-coqa: Clarifying ambiguity in conversa- tional question answering
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.279047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 57820aaf-2d32-4f42-b173-60d5980fc62f · outbound
This paper cites Lvis: A dataset for large vocabulary instance segmentation.
Acknowledging Focus Ambiguity in Visual Questions Lvis: A dataset for large vocabulary instance segmentation
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.266509Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4201e5f5-1fef-4fd7-9c2b-d9caf787616d · outbound
This paper cites Crowdverge: Predicting if people will agree on the answer to a visual question.
Acknowledging Focus Ambiguity in Visual Questions Crowdverge: Predicting if people will agree on the answer to a visual question
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.253575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2e105630-43e1-464d-b41e-f46e7fb7c367 · outbound
This paper cites Gurari, K.
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.241375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ea230c51-3467-41b8-9204-36ecdbb20ccc · outbound
This paper cites Predicting foreground object ambiguity and efficiently crowdsourcing the segmentation (s).
Acknowledging Focus Ambiguity in Visual Questions Predicting foreground object ambiguity and efficiently crowdsourcing the segmentation (s)
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.230175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c4a3b52b-ac85-46c4-8ffb-64246d111d63 · outbound
This paper cites Vizwiz grand challenge: Answering visual questions from blind people.
Acknowledging Focus Ambiguity in Visual Questions Vizwiz grand challenge: Answering visual questions from blind people
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.623315Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4804eaf0-a390-47bf-a4f2-ea42c7e351c2 · outbound
This paper cites A survey on instance segmentation: state of the art.International jour- nal of multimedia information retrieval, 9(3):171–189, 2020.
Acknowledging Focus Ambiguity in Visual Questions A survey on instance segmentation: state of the art.International jour- nal of multimedia information retrieval, 9(3):171–189, 2020
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.210965Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8a8c6159-872b-4490-b94c-f1783ee6edfa · outbound
This paper cites Gqa: A new dataset for real-world visual reasoning and compositional question answering.
Acknowledging Focus Ambiguity in Visual Questions Gqa: A new dataset for real-world visual reasoning and compositional question answering
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.197739Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a8dfdd65-a7c9-4e4a-b377-45a87af2f0c7 · outbound
This paper cites Long-Form Answers to Visual Questions from Blind and Low Vision People.
Acknowledging Focus Ambiguity in Visual Questions Long-Form Answers to Visual Questions from Blind and Low Vision People
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.635184Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 850fb64c-d769-4a76-ad0b-9fea91b5cc17 · outbound
This paper cites Salient object detection: A discriminative regional feature integration approach.
Acknowledging Focus Ambiguity in Visual Questions Salient object detection: A discriminative regional feature integration approach
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.185954Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 46eb0406-f91b-444f-8b4c-68b9d3653621 · outbound
This paper cites Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models.
Acknowledging Focus Ambiguity in Visual Questions Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.642999Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c97303a-e98f-4b4f-9231-252b696bc887 · outbound
This paper cites Segment any- thing.
Acknowledging Focus Ambiguity in Visual Questions Segment any- thing
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.173503Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4f380e9f-5f23-40d4-8959-86a1e95516b4 · outbound
This paper cites Visual genome: Connecting language and vision using crowdsourced dense image annotations.
Acknowledging Focus Ambiguity in Visual Questions Visual genome: Connecting language and vision using crowdsourced dense image annotations
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.161421Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 496ad413-1645-422f-8535-747f1edabc8f · outbound
This paper cites SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension.
Acknowledging Focus Ambiguity in Visual Questions SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.652557Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6195d37c-5db3-4e36-a8d1-09fe210799ee · outbound
This paper cites Microsoft coco: Common objects in context.
Acknowledging Focus Ambiguity in Visual Questions Microsoft coco: Common objects in context
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.655515Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 214bc35a-d889-44c9-9e38-7e83f092d068 · outbound
This paper cites Llava-next: Im- proved reasoning, ocr, and world knowledge, January 2024.
Acknowledging Focus Ambiguity in Visual Questions Llava-next: Im- proved reasoning, ocr, and world knowledge, January 2024
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.142335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0905dfff-9a34-430b-85ea-f7fd155a9d64 · outbound
This paper cites Learning to detect a salient object.
Acknowledging Focus Ambiguity in Visual Questions Learning to detect a salient object
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.129885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 34b8eedb-3687-4a2e-be56-31c07a7ade74 · outbound
This paper cites Storytelling with image data: a systematic review and comparative anal- ysis of methods and tools.
Acknowledging Focus Ambiguity in Visual Questions Storytelling with image data: a systematic review and comparative anal- ysis of methods and tools
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.119089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation efe7ec67-707a-43b3-a622-7daad9b8fd6c · outbound
This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.
Acknowledging Focus Ambiguity in Visual Questions MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.667579Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62494ba0-6807-4115-b024-579d2c88284d · outbound
This paper cites an unresolved cited work.
Acknowledging Focus Ambiguity in Visual Questions Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:19:14.107800Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 90ee9174-dae7-4426-a98c-5ab9c659b7c8 · outbound
This paper cites Resolving ambi- guities in text-to-image generative models.
Acknowledging Focus Ambiguity in Visual Questions Resolving ambi- guities in text-to-image generative models
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.096850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 08c67028-1705-4d05-aad9-e061034f6e0f · outbound
This paper cites AmbigQA: Answering Ambiguous Open-domain Questions.
Acknowledging Focus Ambiguity in Visual Questions AmbigQA: Answering Ambiguous Open-domain Questions
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.677458Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68e0eab0-52e4-4a67-ac79-734c16adcc21 · outbound
This paper cites Gpt-4o system card, 2024.
Acknowledging Focus Ambiguity in Visual Questions Gpt-4o system card, 2024
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.084045Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 363dfbcc-f442-458a-8e2a-924e39ddd723 · outbound
This paper cites Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models.
Acknowledging Focus Ambiguity in Visual Questions Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models
Reference 40
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T22:19:13.812809Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8ac7ffbb-b468-47b6-a20f-8cf67585aa3d · outbound
This paper cites Referring ex- pression comprehension: A survey of methods and datasets.
Acknowledging Focus Ambiguity in Visual Questions Referring ex- pression comprehension: A survey of methods and datasets
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.687703Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17a8c0ae-0a7f-49ab-9e1b-da757aca4039 · outbound
This paper cites PACO: Parts and Attributes of Common Objects.
Acknowledging Focus Ambiguity in Visual Questions PACO: Parts and Attributes of Common Objects
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.690739Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f89d040e-cef8-4fca-91b0-56061121aa2d · outbound
This paper cites Glamm: Pixel grounding large multimodal model.
Acknowledging Focus Ambiguity in Visual Questions Glamm: Pixel grounding large multimodal model
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.064636Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8703932d-f850-43e4-bead-c0062f26aa38 · outbound
This paper cites Omnilabel: A challenging benchmark for language-based object detec- tion.
Acknowledging Focus Ambiguity in Visual Questions Omnilabel: A challenging benchmark for language-based object detec- tion
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.051910Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 89234697-5ee6-4e6b-a4a6-91a9535ebb22 · outbound
This paper cites Towards vqa models that can read.
Acknowledging Focus Ambiguity in Visual Questions Towards vqa models that can read
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.701194Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26e534b9-9523-48a3-87ec-8384c4fb2e41 · outbound
This paper cites Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA.
Acknowledging Focus Ambiguity in Visual Questions Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.705234Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16b95603-233b-4b4e-b1fd-20410e912d07 · outbound
This paper cites Vizwiz- fewshot: Locating objects in images taken by people with visual impairments.
Acknowledging Focus Ambiguity in Visual Questions Vizwiz- fewshot: Locating objects in images taken by people with visual impairments
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.033908Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 81489aa4-755b-4d24-a8a7-cfc60c850f1f · outbound
This paper cites Multimodal few-shot learning with frozen language models.
Acknowledging Focus Ambiguity in Visual Questions Multimodal few-shot learning with frozen language models
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:19:13.713405Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f352b30-78d1-430d-b580-002d3179c707 · outbound
This paper cites Modeling ambiguity, subjectivity, and diverging viewpoints in opinion question answering systems.
Acknowledging Focus Ambiguity in Visual Questions Modeling ambiguity, subjectivity, and diverging viewpoints in opinion question answering systems
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.014872Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 56d6c376-c0e8-454a-ac1a-41bbf5954e86 · outbound
This paper cites Twice opportunity knocks syn- tactic ambiguity: A visual question answering model with yes/no feedback.
Acknowledging Focus Ambiguity in Visual Questions Twice opportunity knocks syn- tactic ambiguity: A visual question answering model with yes/no feedback
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:14.003034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 852d83ff-f24c-45f9-9e45-2afa099396b3 · outbound
This paper cites Phrasecut: Language-based image segmen- tation in the wild.
Acknowledging Focus Ambiguity in Visual Questions Phrasecut: Language-based image segmen- tation in the wild
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:13.990856Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f4dde751-9126-4443-b133-09ec9b1cb4a7 · outbound
This paper cites Described object detection: Liberating ob- ject detection with flexible expressions.
Acknowledging Focus Ambiguity in Visual Questions Described object detection: Liberating ob- ject detection with flexible expressions
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:13.979253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5902d523-5713-4fa4-9500-9c8fb9168a77 · outbound
This paper cites Visual Question Answer Diversity.
Acknowledging Focus Ambiguity in Visual Questions Visual Question Answer Diversity
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:13.968710Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ee429aa1-a11f-433e-80bb-e867be02b912 · outbound
This paper cites Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for ex- pert agi.
Acknowledging Focus Ambiguity in Visual Questions Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for ex- pert agi
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:13.958709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a186a13f-58b5-47e7-9f24-1900437161c8 · outbound
This paper cites Visual7w: Grounded question answering in images.
Acknowledging Focus Ambiguity in Visual Questions Visual7w: Grounded question answering in images
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:13.948491Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e400f1b2-23e6-428f-ab94-f5cd58c9e832 · outbound
This paper cites Object detection in 20 years: A survey.Proceed- ings of the IEEE, 111(3):257–276, 2023.
Acknowledging Focus Ambiguity in Visual Questions Object detection in 20 years: A survey.Proceed- ings of the IEEE, 111(3):257–276, 2023
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:19:13.938505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Pith citing papers
Observation 9d2d9f48-67ad-40c4-af68-19c80ac32b63 · inbound
GazeVLM: Active Vision via Internal Attention Control for Multimodal Reasoning cites this paper.
GazeVLM: Active Vision via Internal Attention Control for Multimodal Reasoning Acknowledging Focus Ambiguity in Visual Questions
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T04:00:54.599999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.