Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T21:12:45.941244Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 100 of 101 outbound references and 0 inbound Pith citation observations for arXiv:2605.25842.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T21:12:45.941244Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
100 of 101 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c503bb96-c011-46b6-8b35-2ffb20b740e6 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Explicit reasoning over end-to-end neural architectures for visual question answering, 2018
Reference 1
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Unavailable: canonical work link unavailable.
Observation b8bec7b6-b5cc-43b9-bdc3-1d9ee5fa8285 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Spatial knowledge distillation to aid visual reasoning
Reference 2
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Observation c936c66d-7986-4937-a397-dbc881bdf6a8 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning GQA: Training generalized multi-query transformer models from multi-head checkpoints
Reference 3
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Observation 148d62ad-2540-49b1-83f0-e3d0cd61026e · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Fluctuation-based adaptive structured pruning for large language models
Reference 4
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Observation a28fd656-992d-4afc-8423-6034df6feb31 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Croci, Marcelo Gennari do Nascimento, Torsten Hoefler, and James Hensman
Reference 5
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Observation 01d9e529-80d5-45de-b78c-ff97ea4276a3 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Humans or llms as the judge? a study on judgement biases, 2024
Reference 6
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Observation fdab175e-4cad-4cc6-a0c5-5b1a32db54fd · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
Reference 7
Source-reported events for the cited work
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Observation 35dfb58b-b7d2-421b-aabe-af10a8c5572a · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Nlki: A lightweight natural language knowledge integration framework for improving small vlms in commonsense vqa tasks
Reference 8
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Observation 72eaf476-6a9a-4caa-b418-e6d7aa7d5c7d · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning SparseGPT: Massive language models can be accurately pruned in one-shot
Reference 9
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Observation 1b98cae6-1443-4370-a83f-d059c40b3468 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Gemma 3: Open models for responsible AI
Reference 10
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Observation 25ceb979-6376-4c53-a192-3e813a44ccf8 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning The Llama 3 Herd of Models
Reference 11
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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fc302074-c904-4ca7-a5c9-c4c4bf0e48ed · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Borgwardt, Malte Rasch, Bernhard Schölkopf, and Alexander J
Reference 12
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Observation e23b0f4b-3177-4815-990e-0bb027faf79a · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Borgwardt, Malte J
Reference 13
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Observation d167ba5f-d2ec-405d-bfd6-703e7f9a242a · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 14
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Observation 1253e117-9d89-4525-8f04-3a5910277518 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Stork, and Gregory J
Reference 15
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Observation 77bb9803-bee5-4beb-8868-bda7dc4d2cff · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Distilling the Knowledge in a Neural Network
Reference 16
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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 56599dc4-031f-4636-9668-f504ae1b9839 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes
Reference 17
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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 44ba8920-a208-48f3-b57a-e4422e2045e9 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning IVTP: Instruction-guided visual token pruning for large vision-language models
Reference 18
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Observation a6c1d7db-d3cc-4c38-bfc3-840dc5ac0a1d · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning An analysis of visual question answering algorithms
Reference 19
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Observation 4715f0e2-aaf3-4024-bd01-db2175d02ab7 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Shortened LLaMA: Depth Pruning for Large Language Models with Comparison of Retraining Methods
Reference 20
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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 37e6b4d7-10b4-4f3e-9eca-f6bf8f93f5c6 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning TAMP: Token-Adaptive Layerwise Pruning in Multimodal Large Language Models
Reference 21
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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 52d20de0-9fc6-4897-8346-76539004cfec · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Large language models are zero-shot reasoners
Reference 22
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Observation 87226e1b-c602-4391-a72b-ccb12ccaf96f · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Measuring Faithfulness in Chain-of-Thought Reasoning
Reference 23
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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation af532aaf-2e8c-4ecd-9a82-a7ccc8330b13 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Denker, and Sara A
Reference 24
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Observation ac9673ee-4f97-47d5-a975-a30829523418 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Layer-adaptive sparsity for the Magnitude-based Pruning
Reference 25
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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c14fff4a-b666-4a44-aba8-91e76003dfc4 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning LLaVA-OneVision: Easy Visual Task Transfer
Reference 26
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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b471adbc-29c9-4cab-bf72-a5c2ca20894f · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Learn to explain: Multimodal reasoning via thought chains for science question answering
Reference 27
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Observation ca0a21ed-2740-489d-b3b3-033b8cfdd843 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Faithful chain-of-thought reasoning
Reference 28
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Observation bb0b948a-0dd7-4f38-a2e8-91427f3ec8ba · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Faithful chain-of-thought reasoning
Reference 29
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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 18845cb4-2a98-477c-b1d3-38c14d573f23 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning LLM-Pruner: On the structural pruning of large language models
Reference 30
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Observation 317efc94-3b0d-41e0-b0d7-9f611b5f10d8 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning LLM-Pruner: Support for GQA and Llama-3
Reference 31
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Observation 142f468d-2f5c-4663-b54a-a391cccb2563 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning OK-VQA: A visual question answering benchmark requiring external knowledge
Reference 32
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Observation afcb57be-80b4-4a51-887b-98b3500d7eb3 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Knapsack problems: Algorithms and computer implementa- tions.Wiley, 1990
Reference 33
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Observation 0a801d5b-e072-4c8d-be5d-05f05259a8ad · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Are sixteen heads really better than one? In NeurIPS, 2019
Reference 34
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Observation 7133df9f-6255-4de2-8ff3-5de8d10da5f9 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Pruning convolutional neural networks for resource efficient inference
Reference 35
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Observation b26cbe32-49f7-4a3a-986b-7594c1d3afb7 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Importance estimation for neural network pruning
Reference 36
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Observation 1a86d7bd-00e8-4bbe-ac69-f4126ca2bafb · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Qwen2-VL: Enhancing vision-language model’s perception of the world at any resolution
Reference 37
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Observation a79f5ba0-1e29-49ef-bcb8-f8af037bbda9 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Qwen2.5-VL: Technical report
Reference 38
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Observation e04e5334-4f17-4587-8b61-ecd747e115fa · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning A-OKVQA: A benchmark for visual question answering using world knowledge
Reference 39
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Observation 30ac286f-8159-4b71-8979-56ec58a401e4 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 40
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Observation 2f90a8d3-9f91-4c94-9f52-fb20525d49ec · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning GLU Variants Improve Transformer
Reference 41
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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8026835e-65da-40d2-82b9-af097dc8d166 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Zico Kolter
Reference 42
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Observation 1e087fa3-cb95-43da-b29a-68e3c6a226f8 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning ECoFLaP: Efficient coarse-to-fine layer-wise pruning for vision-language models
Reference 43
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Observation a0ed8f4f-27d1-4aff-96df-e934aca8c849 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning The information bottleneck method
Reference 44
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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 964e77f0-c462-43ef-beb0-cc5362e09b7f · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Analyzing multi-head self-attention: Specialized heads do the heavy lifting, the rest can be pruned
Reference 45
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Observation 73b8b4e2-8972-4217-a8b5-d726dcd5dfb5 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Exploring intrinsic dimension for vision- language model pruning
Reference 46
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Observation 8ee301b0-52c9-4400-b57c-c9ba76f04756 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Chain-of-thought prompting elicits reasoning in large language models
Reference 47
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Observation 1719781c-d33e-457f-8786-8bb17d1edff3 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Task-specific compression for multi-task language models using attribution-based pruning
Reference 48
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Observation 35d99034-ebf1-4a00-8663-ff3deae9b0c9 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action
Reference 49
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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 941a8a6c-ea1c-4128-b28b-4ff1bedf8ecb · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning ATP-LLaVA: Adaptive Token Pruning for Large Vision Language Models
Reference 50
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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cef2c0e6-7cea-451b-83cb-bb6cebc0b3ac · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Outlier weighed layerwise sparsity (OWL): A missing secret sauce for pruning LLMs to high sparsity
Reference 51
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Observation d88091e3-29ef-4850-9347-eae1c5a8bddb · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Chain of preference optimization: Improving chain-of-thought reasoning in LLMs
Reference 52
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Observation 1e8e6fb3-1fe5-4a84-8728-50520b389971 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Multimodal Chain-of-Thought Reasoning in Language Models
Reference 53
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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 25915b2e-1914-4b4c-90d7-b177831877fd · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Multimodal chain-of-thought reasoning in language models
Reference 54
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Observation f69ca0e0-b547-41dc-8f45-d431efcc7dc2 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
Reference 55
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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6426f373-221d-41c1-8906-96335d0f6243 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning To prune, or not to prune: exploring the efficacy of pruning for model compression
Reference 56
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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cf1fa701-a7b8-481f-b6bd-5a898aa292ae · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning I observe
Reference 57
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Observation 4d8ead63-73e1-4a08-b8ad-fa02b6df05b0 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning one”, “two
Reference 58
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Observation 38a07f7c-95a4-4079-8c7d-b9ec03cd7d5b · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 59
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Observation 4c241acd-d914-4d53-8a27-12e4270ea556 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 60
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Observation 7cf88e41-ba65-4d18-a49c-ad59b56696ee · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning How many cars are there?
Reference 61
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Observation dcf908c0-a099-4920-89a4-26e78e31274f · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 62
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Observation 7f3f750c-bca1-4c64-84fc-aa8dfc2d8931 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 63
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Observation ba25645f-7632-4c84-8854-d3e61061dc58 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Final Answer: white
Reference 64
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Observation 9ab8e9e1-580d-4092-bef6-c2ba363f3174 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 65
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Observation 8b2da7ea-df59-47ed-bd55-319a5d274d7d · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 66
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Observation 3cc623d8-154c-4473-b844-8d5c864fcfd4 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Final Answer: The color of the lead player’s shirt is white
Reference 67
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Observation d921f7ce-9d2a-4f92-82b6-8aae64df5fec · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning New York City Bus
Reference 68
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Observation 72083052-e24c-4ee6-b050-188605fc369d · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 69
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Observation 4c2885a8-e095-4c4a-8299-d68df9479eeb · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning New York City Bus,
Reference 70
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Observation 89409600-0809-4f07-899a-f764084f0d2e · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 71
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Observation 70384242-8c74-4f38-90a6-2ea57f096734 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 72
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Observation 5f2c50d9-777a-4e66-a96a-115c1145eeba · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Limitations
Reference 73
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Observation 39c08d69-2e40-4bae-ac27-95cfc7cae109 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 74
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Observation 5f5c319f-d24b-46f8-9d4b-70ae2850e5e0 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 75
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Observation e6084603-ea5e-4b31-bf14-48389c8ce08d · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Final Answer: four
Reference 76
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Observation 9ffee657-855c-44e8-8bc3-6844159936bc · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 77
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Observation 771da9f5-524c-44d7-9014-08f11661ce83 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 78
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Observation 5cfe36e0-22e6-4e8c-8839-76f07b8119c6 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Final Answer: three
Reference 79
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Observation a3d455c9-5649-4961-a15f-a25cedd876dd · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 80
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Observation c354bc59-81f4-4738-a8d2-8d6816af2715 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 81
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Observation 6e3549b3-7750-4bfb-b5e3-9b104380990b · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Final Answer: all-terrain vehicle (ATV)
Reference 82
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Observation e851915e-6664-4e7a-a36d-bb8c0e27321c · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 83
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Observation 32d51208-d836-4b81-b1aa-01bcbfc1f389 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 84
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Observation efd72ab6-6e84-40b2-abaf-d9da4700976d · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
Reference 85
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Observation 23a381e5-42e0-4d41-bc75-a5254b44ee65 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Figure 15: Qualitative comparison of reasoning traces under structured pruning on vehicle identifica- tion tasks
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Observation 6d2c5b0c-f1ed-45a6-ac5d-fba9193fc309 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
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Observation 8f3cb1b1-9ad7-4be2-9118-4c84045a1d4d · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Final Answer: two
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Observation 9929d5f7-05f7-4faf-a258-97b7b7ef86f8 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
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Observation 837ce57f-dc5a-4f37-8b49-a6c348184d40 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
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Observation 534428cd-476e-4754-b46c-93b35372ff3c · outbound
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MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Both signs contain a red circle with a diagonal line through them, indicating prohibition
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Observation 7bfe759d-b34c-4608-a1c1-3e1d03026800 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
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MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Final Answer: two
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Observation a6a583e7-d8fd-40a8-803e-d01e8b865c30 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
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Observation 075dd39f-7188-4cf3-b670-4b7f82c8b2b0 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Therefore, the image contains two signs with a diagonal line through them
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Observation ba1ac53e-be34-48da-ba54-ccf43c611768 · outbound
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Observation d701a8fe-fbf6-4453-9496-d3fd337415ae · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning Unresolved cited work
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Observation 334176f4-981b-48d4-bbc6-85955adffa43 · outbound
MuCRASP: Multimodal Chain-of-thought Reasoning aware Structured Pruning workbears.com
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