Paper Citation Record · LEDGER

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges

As of 23 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 2 inbound Pith citation observations for arXiv:2505.13328.

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

pith.paper-citation-record.v1
2505.13328 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:21:22.416314Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:56:47.089599Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T17:56:51.738856Z

Reference resolution

58 of 58 outbound references displayed

verified exact3
verified fuzzy0
unresolved55
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bfd89ea3-3418-41db-906e-68600786822b · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:21.964283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 976a5420-ddfe-4684-88cc-c55c45e6e571 · outbound

This paper cites Qwen Technical Report.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Qwen Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:21.970313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f001b702-622b-4863-bf3a-035bf3b52f45 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:21:23.467081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0434f184-a0fe-44db-a97c-f23f13e81ed4 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:21.980696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97cf81e5-b89d-4e27-ac98-cae7a2a73a76 · outbound

This paper cites Wizard of Wikipedia: Knowledge-Powered Conversational agents.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Wizard of Wikipedia: Knowledge-Powered Conversational agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:21.985873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c122317-852f-41a7-af9d-acd353c862b5 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:21.991269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8a983d1-90a0-4947-9e68-45745d6dbc24 · outbound

This paper cites LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:21.996407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 233a01b5-6ff7-40ec-b1ba-b3cf6dad6982 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.001578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8152d58d-6f9f-46a9-addc-ef5a90babe9e · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:21:23.419766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 93261e84-8f4f-4cb4-bee5-3f8229532169 · outbound

This paper cites Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.010719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45bb2c7e-e636-4759-b1d1-b7414dccb115 · outbound

This paper cites Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.016250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebd0970c-d357-4967-a142-175dc3457a0c · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.020973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d27af6e-1617-4e5d-b691-ed7dd0ab89b6 · outbound

This paper cites Mistral 7B.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Mistral 7B

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.025948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a89fcbfc-176f-4ec6-81de-d3c14286f919 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.030598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c69dc4e2-cbb7-42e9-8617-da2224961602 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:21:23.402571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1c4b58d0-74b6-49d1-aa6f-29a04d5a8ecd · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.040140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3363668e-9a48-4983-87b3-8f058e75f83e · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.048321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c291d8c-cbf8-440a-bd2c-07e2fa8c7a0f · outbound

This paper cites Code as Policies: Language Model Programs for Embodied Control.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Code as Policies: Language Model Programs for Embodied Control

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.094572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 470239f6-ba28-40e9-bb14-c5994ac86121 · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges AgentBench: Evaluating LLMs as Agents

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.143383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1873e3ea-ba02-4f5c-a9c5-b8504ac0da62 · outbound

This paper cites ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.209839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8329736-4908-4354-9036-50ef0c05b8ce · outbound

This paper cites Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.234517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e12d8fcb-21d4-4a51-9490-6da9ccbc8024 · outbound

This paper cites AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.239300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89341ce8-e9a6-4a0e-8d97-5bea7134ae7b · outbound

This paper cites GAIA: a benchmark for General AI Assistants.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges GAIA: a benchmark for General AI Assistants

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.243604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2ca764e-9509-47ba-ad41-7913336dff25 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges WebGPT: Browser-assisted question-answering with human feedback

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.248902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cff8c72-4ca8-40fe-988c-902fb042ac3d · outbound

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

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Gorilla: Large Language Model Connected with Massive APIs

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.254047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e576ddf2-50af-4364-ac8a-b7622f3a0766 · outbound

This paper cites Few-shot Natural Language Generation for Task-Oriented Dialog.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Few-shot Natural Language Generation for Task-Oriented Dialog

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.259435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7217ea47-1adf-4e73-987c-fb16d574af10 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:21:23.387003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d0129e7a-bc08-47d9-99b9-e7527832d429 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.268926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 028a17bb-279e-49fd-90f0-4d6585a659c1 · outbound

This paper cites Tool Learning with Foundation Models.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Tool Learning with Foundation Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.274009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a951ee21-d661-4003-855b-0dcc2f389231 · outbound

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

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.279250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 390fa33f-00f7-476e-b2d5-a0d400046213 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:21:23.371138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 71c054eb-7db8-4503-af45-66ddefdeec29 · outbound

This paper cites HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.288745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2e76e55-c5e4-47e2-b422-8af1050f183b · outbound

This paper cites Dialog2API: Task-Oriented Dialogue with API Description and Example Programs.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Dialog2API: Task-Oriented Dialogue with API Description and Example Programs

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.293409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb7d1599-36f0-43bb-aea7-e5fe910c9b2a · outbound

This paper cites Cognitive Architectures for Language Agents.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Cognitive Architectures for Language Agents

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.298603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6d19186-4815-4322-b422-5254acc57821 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 35

Resolution: verified exact; doi, observed 2026-08-15T20:21:22.586740Z

Source-reported events for the cited work

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Observation b5e9d7ac-5cb1-482e-a8ce-676a128a783e · outbound

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

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.307841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7a12258-2f5f-4179-85ae-7ecc4f5a7048 · outbound

This paper cites CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.312614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deddd860-eb66-406f-8e85-845a06c863db · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 38

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Source-reported events for the cited work

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Observation ab012a2b-fcda-4aec-b796-48417b1d9ad4 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 99db0743-4b5f-4621-b857-4e70b2177cfc · outbound

This paper cites Pan, and Kam-Fai Wong.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Pan, and Kam-Fai Wong

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ceeb9ad-05f4-47ca-8a5b-c565493e841e · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 41

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Source-reported events for the cited work

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Observation 0ecedaed-9c0a-450f-9912-e53c351e171b · outbound

This paper cites A Survey of the Evolution of Language Model-Based Dialogue Systems: Data, Task and Models.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges A Survey of the Evolution of Language Model-Based Dialogue Systems: Data, Task and Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.337559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e29f278-418c-49e0-ad6f-1b49d6e7804d · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.342635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81ecf18d-2150-41a5-be36-529c63b84e47 · outbound

This paper cites Pan, and Kam-Fai Wong.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Pan, and Kam-Fai Wong

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.348097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 759242c7-8a97-4167-885d-c296addf5fa3 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.353417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c9f7a41-f11c-4b04-9037-dea4e97f8840 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.357700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2099b230-e2c8-494b-8a8f-8fc1a85b6b63 · outbound

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Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.362158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4916298-04a0-4710-b894-8bac46be5fef · outbound

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Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.366756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7c7d5a7-d410-46cd-b7f3-337db7b24c12 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.371409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8f4ca26-2ce3-461f-8aaf-fc19f807f188 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.376398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e6b3a31-4483-40ae-9fa7-d7be07bfd267 · outbound

This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.381083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5faf31fe-b4b0-4e01-a865-5d3f436bd377 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.385935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cab0b35d-329d-45fa-9469-cd064975dac4 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.390766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ea6efc9-9cc3-4485-bab7-e3c71d23b362 · outbound

This paper cites CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.395180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1490c7d-4df1-40b7-b01f-4a1550928802 · outbound

This paper cites an unresolved cited work.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.400298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adc348c2-4bb4-48c2-873d-02333adc2639 · outbound

This paper cites ToolQA: A Dataset for LLM Question Answering with External Tools.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges ToolQA: A Dataset for LLM Question Answering with External Tools

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.405524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89db7830-05bd-45a3-bcf7-d1af6c9e01eb · outbound

This paper cites online" 'onlinestring :=.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges online" 'onlinestring :=

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.410440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0776f5d2-6d41-49b7-8761-ea38604b646b · outbound

This paper cites write newline.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges write newline

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:22.416314Z

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Pith citing papers

Observation 24699e33-12a6-4b9e-89d9-cf52684af9ce · inbound

Experience-Evolving Multi-Turn Tool-Use Agent with Hybrid Episodic-Procedural Memory cites this paper.

Experience-Evolving Multi-Turn Tool-Use Agent with Hybrid Episodic-Procedural Memory Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T18:03:38.427855Z

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Observation 7b16a860-d196-4d13-ae6c-60fa27126767 · inbound

WeClawArena: An Auditable Sandbox and Benchmark for Cross-User Agents Collaboration and Security in Human-Centered Agent Networks cites this paper.

WeClawArena: An Auditable Sandbox and Benchmark for Cross-User Agents Collaboration and Security in Human-Centered Agent Networks Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T17:56:51.794005Z

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