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Paper Citation Record · LEDGER

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension

As of 13 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2412.11906.

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

pith.paper-citation-record.v1
2412.11906 v2

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:32:24.293670Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

66 of 66 outbound references displayed

  • verified exact2
  • verified fuzzy2
  • unresolved62
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5cf7f770-e143-4ac4-8619-7f993312b476 · outbound

This paper cites URL: " 'urlintro :=.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension URL: " 'urlintro :=

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:23.961398Z digest=sha256:8540eb71029d2528f487cba5736820b1e0c4b75afeb420f178c19989ed22593d

Observation 035bdf88-99ce-4cc6-b9dc-e2ed49e03c43 · outbound

This paper cites write newline.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension write newline

Reference 2

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no resolver link, observed 2026-08-11T14:32:23.967839Z

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source=arxiv_source observed=2026-08-11T14:32:23.967839Z digest=sha256:3059d0e19cdaec9a7fb2cb1fc07c8cec4ea4cd51a58a7beb309edabb8d41519a

Observation b5a96e6b-c192-4d70-acda-28ccd1ec6c37 · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 3

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source=arxiv_source observed=2026-08-11T14:32:23.973390Z digest=sha256:6db6e64f29d2266991c50f0f345fd47c5ac83e1f88daf7d82913b206bceeca40

Observation 62f9e2d4-449a-4f49-ad5f-7cf5213ab149 · outbound

This paper cites Lawrence Zitnick, and Devi Parikh.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Lawrence Zitnick, and Devi Parikh

Reference 4

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verified fuzzy
raw_fallback, observed 2026-08-11T14:32:25.440345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T14:32:23.977901Z digest=sha256:aeea987bc352232f5fc88260c88f7073084cf8bab1e4fd72e21b29c50070a4c8

Observation 93bbeb72-c089-409f-98ea-2c997b9552d5 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:23.982843Z digest=sha256:aedab6a2124dacf4a82f89d8ae652b428838b5da2fab753159b084f158302df2

Observation 852c0aa7-4300-4d12-9b8c-1d799ec5fc97 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:23.988040Z digest=sha256:363fecf38063baf332464089a15b3e811425703b724db0bc54aa54fb4d3f4ac2

Observation f12db218-a742-4884-8982-a61fdf98b014 · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 7

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no resolver link, observed 2026-08-11T14:32:23.992676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:23.992676Z digest=sha256:d8e6f372edc89d1f4808b3c0fd1d56b4f73150335fc227efd666c88c73731ab8

Observation a628fea0-3935-4df9-9818-6536806544ff · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 8

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no resolver link, observed 2026-08-11T14:32:23.997107Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:23.997107Z digest=sha256:eead9105d8f3f16b9c3e01cd0352731afe4945d24b92c7a2a5aa8c31046b14c7

Observation 6f4a3150-cabf-41c9-a363-9bec991687a5 · outbound

This paper cites InternLM2 Technical Report.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension InternLM2 Technical Report

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.002678Z digest=sha256:c8b5d35e223859868976eab819dce9bc20b31637af8f0f80722d36107d9c6435

Observation 43d64e51-b62f-493e-93e8-6bdbd3d0edb5 · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 10

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no resolver link, observed 2026-08-11T14:32:24.007730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.007730Z digest=sha256:37b4920f5fcc76b7e1fc7d90afefdaf06ee40ad48ec1e379af3fa173143fdf28

Observation 2f86373d-cf48-4d4c-a6a4-e00ede609dbc · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.014339Z digest=sha256:817792074f147e81288a3207a60c175dbaf98a954dbd80bc17493dd3be0d0d5d

Observation 08a9f958-ad6f-4d9c-ad0d-c027275e012f · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 12

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raw_fallback, observed 2026-08-11T14:32:25.417739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T14:32:24.019850Z digest=sha256:58eaab8e51ca29192a0de1c414eef32b2b03fbe646a67dda29e007be9c9ba4c0

Observation 69097bfa-6a16-45f7-8af3-c92decf80f84 · outbound

This paper cites VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.024162Z digest=sha256:59f148f3bf34f6fff8c678da4684fd18b0eac6aa226f00219d306040564607a2

Observation 004ee031-d801-4c02-84fe-9a47d934218b · outbound

This paper cites Shad Akhtar.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Shad Akhtar

Reference 14

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T14:32:24.029989Z digest=sha256:20bb8578ed92cb5aef931f039371e3ab2cc0d32b27bf8891dc04ea71f8801e88

Observation ce49aa4e-75c5-421f-a76a-7f61aaea4ff5 · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 15

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no resolver link, observed 2026-08-11T14:32:24.037709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 43977ba7-1e0c-4d27-a3fb-bff318f8a949 · outbound

This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 16

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no resolver link, observed 2026-08-11T14:32:24.044086Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.044086Z digest=sha256:7db019d5f0ce2e0cdcd049507b8c45ec6e8825860b04ec64b418d6b614c3159e

Observation 3beb8068-6be9-4601-bf59-811de0273a90 · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 17

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raw_fallback, observed 2026-08-11T14:32:25.385188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T14:32:24.048526Z digest=sha256:d3aa7305712bbaaabad7eaeae0c0b5a56ff2b95f3173ec7675ffb805603feef4

Observation 44670444-507d-4d7e-b1a8-386e948c1d91 · outbound

This paper cites Hempelmann and Max Petrenko.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Hempelmann and Max Petrenko

Reference 18

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verified exact
doi, observed 2026-08-11T14:32:24.505200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T14:32:24.052545Z digest=sha256:65f3ffb028a199bf6f09119c425b5cf7de032014b8afcad809aea240970f6002

Observation a9351874-cd59-4313-a02e-8fadd181316b · outbound

This paper cites understanding.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension understanding

Reference 19

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-11T14:32:24.057072Z digest=sha256:180db68879e9067b739e06f89171dc32fef58327f581f46f9296523db4f7bb3e

Observation 3853f0ae-45c3-44b3-a537-60687707fd4d · outbound

This paper cites CogVLM2: Visual Language Models for Image and Video Understanding.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension CogVLM2: Visual Language Models for Image and Video Understanding

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a0468117-0a64-40a3-aabd-f571aaafb7d5 · outbound

This paper cites A Survey on Optical Character Recognition System.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension A Survey on Optical Character Recognition System

Reference 21

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Source-reported events for the cited work

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Observation d96c3ecd-d107-493d-9d9b-5c74d54c90b5 · outbound

This paper cites Jentzsch and Kristian Kersting.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Jentzsch and Kristian Kersting

Reference 22

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source=arxiv_source observed=2026-08-11T14:32:24.071885Z digest=sha256:0fe0fa90c72214bbfa34f7ca66c7e9091433dac37b2944174eb2212e28b02652

Observation 4beef5b8-7773-4bfb-85d6-45546741c867 · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 23

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raw_fallback, observed 2026-08-11T14:32:25.368193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T14:32:24.076190Z digest=sha256:f17e0d1f111366e88fba090d0409852cf90623ee5b2b3b7cebad6f03645c7d16

Observation 21c3cbff-1c59-437b-8915-980ebfe4f67a · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 24

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Unavailable: canonical work link unavailable.

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Observation 2bfe6190-b9af-4359-bda3-ba34485869bc · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 25

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Unavailable: canonical work link unavailable.

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Observation 6580f86f-719c-45a1-aa74-8f95b49fdfda · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 26

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source=arxiv_source observed=2026-08-11T14:32:24.088942Z digest=sha256:5f6830ead065a854bf52aa262955bc104301fded819303a907db52cd18e16457

Observation 1ce38739-6130-4cf2-9551-3910407d90fc · outbound

This paper cites Shad Akhtar, and Tanmoy Chakraborty.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Shad Akhtar, and Tanmoy Chakraborty

Reference 27

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Observation 6b5c1edd-1256-4e63-b648-5ae263f405bc · outbound

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

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension LLaVA-OneVision: Easy Visual Task Transfer

Reference 28

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no resolver link, observed 2026-08-11T14:32:24.097985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.097985Z digest=sha256:1af1e57266161b7c0ba0543f11fb01d1d716567b22c8eb49cc32f6b8970df5ab

Observation 6128c162-b42c-4fe6-a334-1957741d895b · outbound

This paper cites Aria: An Open Multimodal Native Mixture-of-Experts Model.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Aria: An Open Multimodal Native Mixture-of-Experts Model

Reference 29

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Observation 54999733-23e1-4a69-93ec-6d4afe25447f · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 30

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unresolved
raw_fallback, observed 2026-08-11T14:32:25.353950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T14:32:24.107689Z digest=sha256:91be6aa243bc1174ef96cb88e27b242049036ba3b3aca030657bbe8908cf03a6

Observation 250ff955-da11-46ac-b9ae-f4d948baa794 · outbound

This paper cites VideoChat: Chat-Centric Video Understanding.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension VideoChat: Chat-Centric Video Understanding

Reference 31

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no resolver link, observed 2026-08-11T14:32:24.111651Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-11T14:32:24.111651Z digest=sha256:5252dad50fbb1838d609a9553ed6d47552a905e76bb6c3266f614b17c48199e9

Observation 056d08a2-9b42-4b2c-b03c-abd07b9c6127 · outbound

This paper cites Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

Reference 32

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Observation e12b1bfc-6887-40fb-a955-ae3a008acafc · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 33

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation b1c3d1c8-bd49-44bb-913f-3c9bed7b286b · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 34

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source=arxiv_source observed=2026-08-11T14:32:24.124871Z digest=sha256:f14e4ceb54df6bdf2e77da6804a8a3c5d1ebb5f346264595d9a1e1dbc73dd24c

Observation 6637aaf6-9194-4b15-9673-1ea83eff68e7 · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 35

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Unavailable: canonical work link unavailable.

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Observation b43b6395-2859-4155-b78b-afaee8a0574c · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 36

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Unavailable: canonical work link unavailable.

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Observation 1d1186c9-33d2-40c4-aca5-3bbff9f98ced · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 37

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Unavailable: canonical work link unavailable.

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Observation 8c39c411-0505-457c-ba59-e4e27d0bb234 · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 38

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unresolved
no resolver link, observed 2026-08-11T14:32:24.150350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.150350Z digest=sha256:1236ec1a58cc51cdf510f8ee4808f74c84d29752672524af57e2f1d7bd7bcc7f

Observation fd08e849-abc3-42b0-89de-6adbc9eafb24 · outbound

This paper cites OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models

Reference 39

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no resolver link, observed 2026-08-11T14:32:24.155176Z

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source=arxiv_source observed=2026-08-11T14:32:24.155176Z digest=sha256:770d10892cdad06aec7e726f35ffee157224199f6746883752aef97efd578c10

Observation 155c773e-6217-4ed5-8bc6-b06ff623f143 · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 40

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no resolver link, observed 2026-08-11T14:32:24.160907Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.160907Z digest=sha256:f26c4d2b161607f347ee19776bf4f73241e08074ff3afce94778fd0b33c20851

Observation d63a6a51-e3e6-4954-8a54-674743f21fe1 · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 41

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raw_fallback, observed 2026-08-11T14:32:25.291799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T14:32:24.167428Z digest=sha256:bceb8502f4fa2c95436ae7800cc3c8a32bf483e00c5ad1d46afd2da5de56be1b

Observation dc3a7763-ffdf-4f00-81bd-f23db2bba192 · outbound

This paper cites Valley: Video Assistant with Large Language model Enhanced abilitY.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Valley: Video Assistant with Large Language model Enhanced abilitY

Reference 42

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no resolver link, observed 2026-08-11T14:32:24.171691Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-11T14:32:24.171691Z digest=sha256:1ec818a55279322982f613a83389407ca4f3b1ad8966029f7a015a5dd48788d4

Observation 05a6ae08-6b39-4da7-8c78-fc9f61be9521 · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 43

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no resolver link, observed 2026-08-11T14:32:24.177054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.177054Z digest=sha256:2209ebff2b4f0a379c6ffc52e6ebafef08f48f0c61b706e8db393f60ab649f32

Observation fac010c7-f2da-469e-a7c9-fe664e22c44c · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 44

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unresolved
raw_fallback, observed 2026-08-11T14:32:25.268512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T14:32:24.181845Z digest=sha256:5f663846d533a03e57305c141e897e2a83e7f0b40d3b99568189a0a2b9cd13e5

Observation 0479987e-c342-462d-ab35-7c5b27ed6e2e · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 45

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no resolver link, observed 2026-08-11T14:32:24.187737Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-11T14:32:24.187737Z digest=sha256:abf5b684b2c51908bb890d0545723bc14866bad8da91b1da16202bdbe5d25549

Observation 823d8cfb-61e5-4a35-a764-3da7b7ba6b84 · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 46

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no resolver link, observed 2026-08-11T14:32:24.193139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.193139Z digest=sha256:e717b148fad634342f82615597138e0f04cbab46dadaad72a157d8c3e94576cd

Observation 134e35b8-5315-499d-aa7c-4777426df522 · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:32:25.244216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T14:32:24.198991Z digest=sha256:bed683ba23436ada29d1c8ce2107c9677748cca061dd27780ed1c1cbfb08024a

Observation ee710a41-a4e4-4b49-8aa4-d6b1b9146e2c · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:32:25.230192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T14:32:24.203410Z digest=sha256:1caaf14517ef7c2264bd507c7ddee5d58d5ff1cedae69a1f4c0f85a7148a7135

Observation 6707c6f2-0790-4759-80b3-cc706b164135 · outbound

This paper cites GPT-4 Technical Report.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension GPT-4 Technical Report

Reference 49

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no resolver link, observed 2026-08-11T14:32:24.208076Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-11T14:32:24.208076Z digest=sha256:7cca9119dc0a8117183187470627d1305ade68cdb9d20227f99eea7b7dd260aa

Observation 3c9840e9-ee6c-426c-af1a-ce9953aa2d19 · outbound

This paper cites Sentiment-enhanced Graph-based Sarcasm Explanation in Dialogue.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Sentiment-enhanced Graph-based Sarcasm Explanation in Dialogue

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-11T14:32:24.427432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T14:32:24.212415Z digest=sha256:904bd86babb110cd88887d5a87eccda481d1acaa552c03799bca98df92d0cd95

Observation 169cd176-c5e2-4689-af92-c49a22ab68eb · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 51

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no resolver link, observed 2026-08-11T14:32:24.216720Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-11T14:32:24.216720Z digest=sha256:140095ddd6f8e31d035c1f7be0690f7824ebf621fbdc4db66c88f838b12d71a7

Observation 0d3c41c1-313a-4c64-8613-32e4d75e3212 · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 52

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no resolver link, observed 2026-08-11T14:32:24.220621Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-11T14:32:24.220621Z digest=sha256:c26a09e5237712009997855946eba796b93a7afc7bfec55f6a76de4ac15aa4af

Observation 03357f6a-6acb-4901-9202-66d328e27f2f · outbound

This paper cites GLU Variants Improve Transformer.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension GLU Variants Improve Transformer

Reference 53

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no resolver link, observed 2026-08-11T14:32:24.225069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.225069Z digest=sha256:a19954fe044858d7a9121de212798e80609a1129dcda5a4a748aaf4d8ce047dc

Observation 9dcd7124-feb4-4d72-9133-41bd5983c16a · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:32:25.217192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-11T14:32:24.230404Z digest=sha256:d4e22c676bb1590621a7a679611c63325cd6ba991997800c2a6def89393ea43e

Observation 929841ed-1723-4904-ac4f-d9652cb6c6d9 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension LLaMA: Open and Efficient Foundation Language Models

Reference 55

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no resolver link, observed 2026-08-11T14:32:24.235828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.235828Z digest=sha256:b9befb38b3a32d0064045a27648fe1b7da6e099872cd41ea8954489b944987a4

Observation 8b01a199-c6d8-4a41-b7f4-2bcaa0d93c00 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 56

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unresolved
no resolver link, observed 2026-08-11T14:32:24.240116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.240116Z digest=sha256:182b7d4b79079617d99feece56ca85fb0b4c3bae3985a2906f4647ac7c0e67b4

Observation 99b63c82-52d6-4d31-9f6d-52ac0a6f4e3f · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-11T14:32:24.245357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.245357Z digest=sha256:7c54064640b9fb7e36d10fd6131da905c1e1a27f0ca72be25dec23587c545c4a

Observation ecb7134a-b6a2-4d1b-af30-570c73754c14 · outbound

This paper cites CogVLM: Visual Expert for Pretrained Language Models.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension CogVLM: Visual Expert for Pretrained Language Models

Reference 58

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unresolved
no resolver link, observed 2026-08-11T14:32:24.249886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.249886Z digest=sha256:5527d7e4798e7b43225ea4cab7fa75256e68cce4e3c87ad98fac220ad52c2961

Observation b027ac88-2715-43ce-bdfc-6a69158b2a10 · outbound

This paper cites Chi, Quoc V.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Chi, Quoc V

Reference 59

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no resolver link, observed 2026-08-11T14:32:24.256649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.256649Z digest=sha256:32bb3beb019b4e3e7263ca53a5d58d6702d2a11b2d653b4c0e8969dbc4faa3e5

Observation d28feb43-4c37-40c4-a08f-0912f67c64cf · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 60

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no resolver link, observed 2026-08-11T14:32:24.260702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.260702Z digest=sha256:8f49d501b80a93ad708f8cf9df4d790c05337e603f6a5b2b28bd7fdc1203f588

Observation 3495a5cc-9c6c-4373-8f91-140e88aae686 · outbound

This paper cites Qwen2 Technical Report.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Qwen2 Technical Report

Reference 61

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no resolver link, observed 2026-08-11T14:32:24.264933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.264933Z digest=sha256:c0afdd5996522b943f6fdd81f2b6cce60c05a120132ffc40073b8da06c0f9429

Observation c79631fe-ba3d-4732-a4aa-1a9bc5bc0589 · outbound

This paper cites Qwen2 Technical Report.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Qwen2 Technical Report

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-11T14:32:24.270645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.270645Z digest=sha256:822e96caa3b8d8201c30de2605c40517493375628de01f9a0963437ba6a5d7e4

Observation 09a1456b-bedd-4d14-9ff1-645f31ab03ca · outbound

This paper cites Qwen2.5 Technical Report.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Qwen2.5 Technical Report

Reference 63

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unresolved
no resolver link, observed 2026-08-11T14:32:24.274967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.274967Z digest=sha256:2b8fd22c6d179cb0454c8ad892283dd4249e9f2c811013a119b3e1e61b6aa7be

Observation 2647de70-3de1-47e8-aced-75b52d74b82d · outbound

This paper cites Can Large Multimodal Models Uncover Deep Semantics Behind Images?.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Can Large Multimodal Models Uncover Deep Semantics Behind Images?

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-11T14:32:24.280788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.280788Z digest=sha256:e923751556e58613f59bbda06af245a7c4ba392dd5cd0877c7cc8c46f144f181

Observation 3e011b5a-0936-425c-b80c-be766fa57521 · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 65

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unresolved
no resolver link, observed 2026-08-11T14:32:24.286144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.286144Z digest=sha256:c9e61932ccf33a5ddc1bb08edf3c3e5ab5ce7ec1ea56c61eee75439e2816fcfe

Observation 0814868b-c32d-4297-bf5f-a8b9f5ed6597 · outbound

This paper cites an unresolved cited work.

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension Unresolved cited work

Reference 66

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no resolver link, observed 2026-08-11T14:32:24.293670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:32:24.293670Z digest=sha256:2c57774f489d636486058bed6e852ade7c70547c07dd60d45a7ed5f458451dbe

Pith citing papers

No inbound Pith citation observations are available.