Paper Citation Record · LEDGER

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios

As of 20 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 4 inbound Pith citation observations for arXiv:2506.13977.

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

pith.paper-citation-record.v1
2506.13977 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:44:06.111125Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T04:44:28.494145Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T09:55:41.045115Z

Reference resolution

53 of 53 outbound references displayed

verified exact1
verified fuzzy1
unresolved51
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 217bbc1a-257d-4b69-9794-05b4d991820e · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:09.812223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0c0cfbec-79ff-4061-9b7b-227bdb64af60 · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:09.659430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9f0377f4-e565-4569-89f6-490bbdc4321c · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:09.477070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7fecc16b-e1d9-4ccc-a44f-8c7668226c5e · outbound

This paper cites Learning From Mistakes Makes LLM Better Reasoner.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Learning From Mistakes Makes LLM Better Reasoner

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T04:43:59.291125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fadd0eb-838a-4d0c-8203-639c4e8f39d3 · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:43:59.452589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8c47a9e-9490-41e8-bc0f-24251e672eb8 · outbound

This paper cites LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:43:59.669916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 845a9e89-81e7-41c7-a4e2-7771fdf4b6f8 · outbound

This paper cites NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:43:59.849002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1654c7bc-fb7d-4a53-a740-21d386f76742 · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:00.072088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 689c701e-040c-47bc-b1a0-7613609aef61 · outbound

This paper cites ShareGPT4V: Improving Large Multi-Modal Models with Better Captions.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios ShareGPT4V: Improving Large Multi-Modal Models with Better Captions

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:00.225070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72fdc844-aeb9-4214-adb9-c7bfd31a1ef9 · outbound

This paper cites Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:00.419151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e759c2be-f0f9-4544-99a3-e67b35b0900e · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:09.292439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ffd358cf-dc7e-4423-8913-b22c9e5d2a6e · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:09.144833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eeb95397-334c-442f-8fbb-74addd9d7918 · outbound

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

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:01.033520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7931df2-f944-4b98-b455-0e7d77241325 · outbound

This paper cites CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:01.243326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e7d13f1-3ad6-41a8-9b1b-52245361afbc · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:09.019221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d2444bff-9f8a-4a7e-a33c-c5eaed1e5a6d · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:08.856039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 66880987-ac1e-4fc5-aa42-4bb68f4f11c0 · outbound

This paper cites GPT-4o System Card.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios GPT-4o System Card

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:01.792913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bac4134f-cf69-46af-9fee-3fc533a43831 · outbound

This paper cites A Survey on Large Language Models for Code Generation.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios A Survey on Large Language Models for Code Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:01.993713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c834917b-d2d1-4eb4-8348-e13f40af22a9 · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:08.725540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c7c21ec4-5f7a-43fd-b22e-34bb9c2be634 · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:08.575434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f3cafb9a-70c5-4a84-bdef-16b74ec4736e · outbound

This paper cites CriticEval: Evaluating Large Language Model as Critic.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios CriticEval: Evaluating Large Language Model as Critic

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:02.536287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c78a4a2-24f3-47c4-9a50-4634594879d9 · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:08.416356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7ce7f19c-92ea-4f12-b406-aa7f1353fe1a · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:08.296384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation acc7b5f5-65db-484e-bba3-d81f28142f86 · outbound

This paper cites ToolACE: Winning the Points of LLM Function Calling.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios ToolACE: Winning the Points of LLM Function Calling

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:02.936014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02bc1dfe-46d6-417a-bbef-fef24ef561b9 · outbound

This paper cites LLM Critics Help Catch LLM Bugs.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios LLM Critics Help Catch LLM Bugs

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:03.053326Z

Source-reported events for the cited work

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Observation 7883b501-a81c-4491-9c33-e6e412c7962d · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:03.157613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fbd3ae0-f63f-492b-a458-819abe786dac · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:08.134734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d1f1c625-1a6f-4184-94ef-08a192067740 · outbound

This paper cites Gorilla: Large Language Model Connected with Massive APIs.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Gorilla: Large Language Model Connected with Massive APIs

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:03.440975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93279016-7dd9-445e-adf8-3b5823caf82c · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:03.514998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 172fa7a8-5323-4f0a-bd87-b9e72adeaf4c · outbound

This paper cites From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:03.629843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ffde937-60a1-4432-ac8b-4277c4bf7c0d · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:03.752979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a54ff64-1f1d-4520-a5f0-b99007a8a92c · outbound

This paper cites TaskBench: Benchmarking Large Language Models for Task Automation.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios TaskBench: Benchmarking Large Language Models for Task Automation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:03.797982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c5587e5-b660-4644-a920-f09aac92215f · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:03.906567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38c48ce5-9139-484e-8c75-e579e826ac76 · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:07.957618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 76a0d6b7-153b-412d-9ca2-33d62202f73e · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0647b2b7-efd5-4d81-97fd-78b1d48a8f1e · outbound

This paper cites Qwen2 Technical Report.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Qwen2 Technical Report

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:04.166038Z

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Observation 47a6ee20-8ae0-4209-9e94-6ba84077b99c · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 780b2f58-8832-4486-844d-86d6bf3a3b8b · outbound

This paper cites Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:04.423186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ae17871-d694-4766-815c-5583c4ebcb13 · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:07.649387Z

Source-reported events for the cited work

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Observation e8efb481-ee2b-4016-ad62-e2f495fb91d5 · outbound

This paper cites Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:04.671307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fd377a5-55a9-47e0-8e70-c03d14bd779f · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:07.485880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9a216b23-d2b7-4c7b-a3e1-e26f67b2ee8d · outbound

This paper cites On the Tool Manipulation Capability of Open-source Large Language Models.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios On the Tool Manipulation Capability of Open-source Large Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:04.866566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12a6544b-3b5d-4ac5-802f-efc3b7c78a1e · outbound

This paper cites Patil, Ion Stoica, and Joseph E.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Patil, Ion Stoica, and Joseph E

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:44:07.356573Z

Source-reported events for the cited work

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Observation be33c64d-3ebd-4ac8-af3b-46dcf181c08c · outbound

This paper cites Varying Shades of Wrong: Aligning LLMs with Wrong Answers Only.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Varying Shades of Wrong: Aligning LLMs with Wrong Answers Only

Reference 44

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Source-reported events for the cited work

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Observation b304eab5-2ffb-4dca-acf6-3cbcc9d960da · outbound

This paper cites ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:05.285024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f92ede64-81df-43ec-805d-2bc53fecf758 · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:07.227197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ef958cb6-c84d-4d1c-9d3d-11da26766dbf · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:07.045908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c6049b07-f49e-4e96-9aed-d247befb0e8b · outbound

This paper cites EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:05.615100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79c6ef08-dc2b-47df-8e58-ae41965ded89 · outbound

This paper cites AgentTuning: Enabling Generalized Agent Abilities for LLMs.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios AgentTuning: Enabling Generalized Agent Abilities for LLMs

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:05.694410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c75468e2-0c74-43f0-aaa8-0b4cb451c5ef · outbound

This paper cites an unresolved cited work.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:44:06.803432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation abf54ff6-b669-4a22-bb08-2eb7a92e59db · outbound

This paper cites A Survey of Large Language Models.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios A Survey of Large Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:05.874236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b177e4ee-7bfb-496a-b3b8-d879c4c037b6 · outbound

This paper cites online" 'onlinestring :=.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios online" 'onlinestring :=

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:06.009699Z

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This paper cites write newline.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios write newline

Reference 53

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Pith citing papers

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Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning cites this paper.

Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios

Reference 4

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Recursive Self-Evolving Agents via Held-Out Selection cites this paper.

Recursive Self-Evolving Agents via Held-Out Selection CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios

Reference 8

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SimpleSearch-VL: A Simple Recipe for Multimodal Agentic Deep Search cites this paper.

SimpleSearch-VL: A Simple Recipe for Multimodal Agentic Deep Search CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios

Reference 20

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Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent cites this paper.

Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios

Reference 21

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