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Paper Citation Record · LEDGER

VAGUE: Visual Contexts Clarify Ambiguous Expressions

As of 13 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2411.14137.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.14137 v3

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:33:30.363072Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

52 of 52 outbound references displayed

  • verified exact2
  • verified fuzzy38
  • unresolved11
  • parse uncertain0
  • malformed identifier1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0725f70a-b521-4fa7-a790-7e563d81a0a5 · outbound

This paper cites Text Is Not All You Need: Multimodal Prompting Helps LLMs Understand Humor.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Text Is Not All You Need: Multimodal Prompting Helps LLMs Understand Humor

Reference 1

Resolution
verified exact
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Source-reported events for the cited work

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Observation 6509cdc8-b1db-471e-ae37-2a63dbf15b71 · outbound

This paper cites Improv- ing image generation with better captions.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Improv- ing image generation with better captions

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 4fcbfafb-4a7c-468f-9b6f-ee5a58a999be · outbound

This paper cites Explicit modelling of theory of mind for belief prediction in nonverbal social interactions.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Explicit modelling of theory of mind for belief prediction in nonverbal social interactions

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:33.213492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation e703c411-b4c2-44c3-b556-8df40b437cde · outbound

This paper cites FLUTE: Figurative language understand- ing through textual explanations.

VAGUE: Visual Contexts Clarify Ambiguous Expressions FLUTE: Figurative language understand- ing through textual explanations

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 3bed0c64-0023-4bc1-9a7a-5629e3bb8d32 · outbound

This paper cites Through the theory of mind’s eye: Reading minds with multimodal video large language models.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Through the theory of mind’s eye: Reading minds with multimodal video large language models

Reference 5

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 076bcb41-30e8-4181-8095-28dfe22918c9 · outbound

This paper cites How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites.

VAGUE: Visual Contexts Clarify Ambiguous Expressions How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T15:33:28.683777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ae2b0df4-b8e5-4646-a0bc-6b4ad9ea0a27 · outbound

This paper cites The limitations of large language models for understanding human language and cognition.

VAGUE: Visual Contexts Clarify Ambiguous Expressions The limitations of large language models for understanding human language and cognition

Reference 7

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 50da5126-56f0-4f38-a2bd-ac5fe18a9868 · outbound

This paper cites Docmsu: A comprehensive benchmark for document- level multimodal sarcasm understanding.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Docmsu: A comprehensive benchmark for document- level multimodal sarcasm understanding

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:33.104945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 888c766c-645b-4fa7-b65a-d6f0dca1cf52 · outbound

This paper cites BOSS: A Benchmark for Human Belief Prediction in Object-context Scenarios.

VAGUE: Visual Contexts Clarify Ambiguous Expressions BOSS: A Benchmark for Human Belief Prediction in Object-context Scenarios

Reference 9

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 6a8363b7-6d8e-4f6e-a481-c3aa7310b7f9 · outbound

This paper cites Multi-modal hallucination control by visual information grounding.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Multi-modal hallucination control by visual information grounding

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 474b4c43-8531-4f92-b1f5-495d965d8294 · outbound

This paper cites an unresolved cited work.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Unresolved cited work

Reference 11

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation d565480c-4a1b-4889-b6c8-9989c5576a98 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 12

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b6b50aad-7f55-4664-8295-391da868bac1 · outbound

This paper cites UR-FUNNY: A multimodal language dataset for understanding humor.

VAGUE: Visual Contexts Clarify Ambiguous Expressions UR-FUNNY: A multimodal language dataset for understanding humor

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation a2125613-fafd-4ba1-b62f-c8a089fbd807 · outbound

This paper cites understanding.

VAGUE: Visual Contexts Clarify Ambiguous Expressions understanding

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 896b2410-579c-4b57-acec-8ded9fbcba2b · outbound

This paper cites MemeCap: A Dataset for Captioning and Interpreting Memes.

VAGUE: Visual Contexts Clarify Ambiguous Expressions MemeCap: A Dataset for Captioning and Interpreting Memes

Reference 15

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 02042789-40c8-494c-84e2-5f290b674e13 · outbound

This paper cites Meme-ingful Analysis: Enhanced Understanding of Cyberbullying in Memes Through Multimodal Explanations.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Meme-ingful Analysis: Enhanced Understanding of Cyberbullying in Memes Through Multimodal Explanations

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T15:33:29.128578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ee465fe2-afb8-4954-bf46-a44d9d94c6a4 · outbound

This paper cites MMToM-QA: Mul- timodal theory of mind question answering.

VAGUE: Visual Contexts Clarify Ambiguous Expressions MMToM-QA: Mul- timodal theory of mind question answering

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 7d2953d2-7611-4b2f-a6d3-92410c0da2ce · outbound

This paper cites Yolov11: An overview of the key architectural enhancements, 2024.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Yolov11: An overview of the key architectural enhancements, 2024

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation f2e92296-a41c-4d75-aff4-f75c8418537a · outbound

This paper cites When did you become so smart, oh wise one?! sarcasm explanation in multi-modal multi-party dia- logues.

VAGUE: Visual Contexts Clarify Ambiguous Expressions When did you become so smart, oh wise one?! sarcasm explanation in multi-modal multi-party dia- logues

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 5c2e77f2-115f-420c-b3ed-7cba9a6afc8f · outbound

This paper cites Explaining (sarcastic) utterances to enhance affect understanding in multimodal dialogues.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Explaining (sarcastic) utterances to enhance affect understanding in multimodal dialogues

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation edf4a422-c6cd-41d2-a83e-3a6376b6ca47 · outbound

This paper cites SBU figures it out: Models explain figurative language.

VAGUE: Visual Contexts Clarify Ambiguous Expressions SBU figures it out: Models explain figurative language

Reference 21

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation b50fce51-3132-453c-a6df-1805cb831506 · outbound

This paper cites What matters when building vision-language mod- els? Advances in Neural Information Processing Systems, 37: 87874–87907, 2025.

VAGUE: Visual Contexts Clarify Ambiguous Expressions What matters when building vision-language mod- els? Advances in Neural Information Processing Systems, 37: 87874–87907, 2025

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation bc88d951-6b2d-4ede-8489-658ff5da0aca · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

VAGUE: Visual Contexts Clarify Ambiguous Expressions LLaVA-OneVision: Easy Visual Task Transfer

Reference 23

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 10067569-cc7f-454c-a399-5167e453cc4f · outbound

This paper cites Llava-next-interleave: Tackling multi-image, video, and 3d in large multimodal models, 2024.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Llava-next-interleave: Tackling multi-image, video, and 3d in large multimodal models, 2024

Reference 24

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 3e0280d9-2206-46db-bbdf-f65036490f6b · outbound

This paper cites Li, Sachin Goyal, Joao D.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Li, Sachin Goyal, Joao D

Reference 25

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 372eb27f-ab0c-4fdd-9d65-451b9964e9c0 · outbound

This paper cites Lawrence Zitnick.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Lawrence Zitnick

Reference 26

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 62148796-817b-4784-8359-2d4067a3e572 · outbound

This paper cites I’d rather just go to bed.

VAGUE: Visual Contexts Clarify Ambiguous Expressions I’d rather just go to bed

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:32.164843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 4a30158a-bbd4-454f-a035-56074b10d43a · outbound

This paper cites Ovis: Structural Embedding Alignment for Multimodal Large Language Model.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Ovis: Structural Embedding Alignment for Multimodal Large Language Model

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-12T15:33:29.453481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e4966893-9e12-4ab7-b0d4-2a9fdff21652 · outbound

This paper cites Phi-3 technical report: A highly capable language model locally on your phone, 2024.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Phi-3 technical report: A highly capable language model locally on your phone, 2024

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:32.151042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 374a0525-13a6-45ab-95cb-9deafafa9a8b · outbound

This paper cites What is the real intention behind this question? dataset collec- tion and intention classification.

VAGUE: Visual Contexts Clarify Ambiguous Expressions What is the real intention behind this question? dataset collec- tion and intention classification

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:32.138482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 5cf83a1b-4209-40bf-8ef6-5ead41dd6743 · outbound

This paper cites GPT-4 Technical Report.

VAGUE: Visual Contexts Clarify Ambiguous Expressions GPT-4 Technical Report

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-12T15:33:29.629289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8a9a8a9b-61e0-43c1-a99c-c31f6d4b938c · outbound

This paper cites Sentiment-enhanced graph-based sarcasm explanation in dialogue.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Sentiment-enhanced graph-based sarcasm explanation in dialogue

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-12T15:33:29.680192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a71c14b5-927e-419c-b450-4b29876865ab · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Bleu: a method for automatic evaluation of machine translation

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:32.127003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 98702e3a-598d-45b7-83dc-41c4cfa640c1 · outbound

This paper cites Does the chimpanzee have a theory of mind? Behavioral and brain sciences, 1(4): 515–526, 1978.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Does the chimpanzee have a theory of mind? Behavioral and brain sciences, 1(4): 515–526, 1978

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:32.116069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation aebe7f45-fbbd-4a84-bccd-8936be49e26b · outbound

This paper cites Movie description.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Movie description

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:32.102046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:29.745047Z digest=sha256:e103c92c635ca37372d0ab9c527da29d42e84481cbcc95abe53339f7e50d41bb

Observation abc18ea5-439b-42e7-8be0-9fa1e59807ef · outbound

This paper cites Minding language models’ (lack of) theory of mind: A plug-and-play multi-character belief tracker.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Minding language models’ (lack of) theory of mind: A plug-and-play multi-character belief tracker

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:32.089639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:29.748911Z digest=sha256:1c3f9cb169bffcbb5633505a962956304f0357da43a6c7f226a11372e3f837f7

Observation 6e1dcf27-8b75-47fc-bdcc-2e6d327657cd · outbound

This paper cites Muma-tom: Multi-modal multi-agent theory of mind, 2024.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Muma-tom: Multi-modal multi-agent theory of mind, 2024

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:31.969358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:29.808735Z digest=sha256:fe7fe26437f3f7e12c52d3662037de637871df1c85a1c5d1eb9be17909bf9765

Observation c7160918-d9e7-42f7-b088-b65fb9f8f0fd · outbound

This paper cites PUB: A pragmatics understanding benchmark for assessing LLMs’ pragmatics capabilities.

VAGUE: Visual Contexts Clarify Ambiguous Expressions PUB: A pragmatics understanding benchmark for assessing LLMs’ pragmatics capabilities

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:31.855245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:29.880056Z digest=sha256:9e5d2d33d1c4304c8f9c5480876b9bb12020c4335e47616cada6379b4b2ee00e

Observation 19f5b359-332b-4f1e-9dd1-4579c83a7168 · outbound

This paper cites DeepMet: A reading com- prehension paradigm for token-level metaphor detection.

VAGUE: Visual Contexts Clarify Ambiguous Expressions DeepMet: A reading com- prehension paradigm for token-level metaphor detection

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:31.843077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:29.919278Z digest=sha256:8ca2b6960e3e2d16c1e21094af6a8f1cc0084cc262849800ec0417d5087995a1

Observation ac6e0274-2e0f-4296-ab3a-dfd7bc45b0bd · outbound

This paper cites DI- RECT: Direct and indirect responses in conversational text corpus.

VAGUE: Visual Contexts Clarify Ambiguous Expressions DI- RECT: Direct and indirect responses in conversational text corpus

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:31.831178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:29.953782Z digest=sha256:e2787b5478e0a341906b22654a1c167b33ec1965ae2480b2c1390168c1fbc70d

Observation 3d4ab97b-f7b2-48df-bfd2-effaea1efd81 · outbound

This paper cites Ego4d: Around the world in 3,000 hours of egocentric video.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Ego4d: Around the world in 3,000 hours of egocentric video

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:31.795572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:29.969003Z digest=sha256:9a8ffa1f982ebcb889a25bf2aef9432f510d03fe5c3b37b472f31ed9c6aec61e

Observation 6a1a174a-3c50-46cf-9956-e946f535b7b3 · outbound

This paper cites Internvl3: Exploring advanced training and test-time recipes for open-source multimodal models,.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Internvl3: Exploring advanced training and test-time recipes for open-source multimodal models,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:31.649099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:29.977505Z digest=sha256:5aa440328f56bd73940935ef8de263fdd6e3bbb78b4129032417ceeec656d518

Observation 64215739-8da2-4f15-85f0-f14fa0a9f0a4 · outbound

This paper cites Qwen2.5-vl technical report, 2025.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Qwen2.5-vl technical report, 2025

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:31.553501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:29.992645Z digest=sha256:42b9e2117783ce8f036759df1e014694dac7a3592ce01d78aefc46dddc432f52

Observation 7039ac4c-e6ae-41e4-ba7f-f40275c4632e · outbound

This paper cites Chain-of- thought prompting elicits reasoning in large language models.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Chain-of- thought prompting elicits reasoning in large language models

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:31.541019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:29.996424Z digest=sha256:35286af6a6253b4fb43b1b40b0d9882ac9859a1d506be2f9e03eb3387f0bfaf3

Observation 2ca64840-700a-4362-9b3c-50a5d6f7dd53 · outbound

This paper cites Social-iq 2.0 challenge: Benchmarking multimodal so- cial understanding.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Social-iq 2.0 challenge: Benchmarking multimodal so- cial understanding

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:31.496197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:30.000418Z digest=sha256:4502b52a10076730275be291ecb59c14b7ced42e2b44f8e8ea6210409435c746

Observation a38ae968-6e21-4293-a9b3-c11a7db38f49 · outbound

This paper cites From recognition to cognition: Visual commonsense reason- ing.

VAGUE: Visual Contexts Clarify Ambiguous Expressions From recognition to cognition: Visual commonsense reason- ing

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:31.422414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:30.051774Z digest=sha256:ff64d17d3df1852d3eb91bc0bbcc5bdb29d75d065352f72a283c48bf4d04188d

Observation 57b16e8c-2461-49c2-abd4-73f33b42913e · outbound

This paper cites Socratic models: Composing zero-shot multimodal reasoning with language.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Socratic models: Composing zero-shot multimodal reasoning with language

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:31.315542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:30.117616Z digest=sha256:360f839381a4c4d484e498647503fc89aa9c57a6d863c7b63677fedc592d2d7f

Observation f0c3630d-05ff-4c7a-a3d6-12295b58a447 · outbound

This paper cites Wein- berger, and Yoav Artzi.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Wein- berger, and Yoav Artzi

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:31.198055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:30.201328Z digest=sha256:98f95bcd6bb73ba972a125996c8308262f5f3a08c67cfeca55942f38d9014b03

Observation e0a86bdf-ff9a-4530-9bb7-513d136e4fa8 · outbound

This paper cites Bad” column while prioritizing those in the “Good.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Bad” column while prioritizing those in the “Good

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:31.128735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:30.242988Z digest=sha256:722b228ce68795ec6c2a4722694dc738220086147bc62b9586eed625e4e8d818

Observation e95b160c-5c97-4ad7-b7a9-b24ed52add92 · outbound

This paper cites Hey person2.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Hey person2

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:33:31.076114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:30.299633Z digest=sha256:463a56220a128ad40166d5aaaa44490c4572a2bc1aff258c07aafa36fb06c74c

Observation b5850ed6-dbe6-48d5-83a4-cb1257283f3f · outbound

This paper cites open the window.

VAGUE: Visual Contexts Clarify Ambiguous Expressions open the window

Reference 53

Resolution
malformed identifier
raw_fallback, observed 2026-08-12T15:33:30.538335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:33:30.363072Z digest=sha256:7928569feba8d2b9cd2da3db8796ca31c6b413215cd47718ff01b306dbecb49d

Observation 32120be0-7b3a-4d22-861a-b96d80eb6db9 · outbound

This paper cites an unresolved cited work.

VAGUE: Visual Contexts Clarify Ambiguous Expressions Unresolved cited work

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-12T15:33:29.401122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:33:29.401122Z digest=sha256:2469ff092f39e698a7a8030175b4850dcd98d5298d60bd1e5b5144e1ebffee2f

Pith citing papers

No inbound Pith citation observations are available.