Paper Citation Record · LEDGER

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution

As of 21 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2505.07512.

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

pith.paper-citation-record.v1
2505.07512 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:19:24.941515Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

51 of 51 outbound references displayed

verified exact0
verified fuzzy0
unresolved51
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7641a088-f035-441e-b1b5-e24495efbf23 · outbound

This paper cites online" 'onlinestring :=.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.690444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0202c057-9e85-49c4-804f-35afac115c2d · outbound

This paper cites write newline.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.696983Z

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Observation ed5e06d7-eeb5-4cad-9ba9-bffad4aabc4f · outbound

This paper cites Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.703897Z

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Observation 2af7f150-4218-41fa-989c-88ca5a74ed60 · outbound

This paper cites an unresolved cited work.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unresolved cited work

Reference 4

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Observation 2f8247c7-7005-4141-ba85-6bc233c3b082 · outbound

This paper cites GRATH: Gradual Self-Truthifying for Large Language Models.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution GRATH: Gradual Self-Truthifying for Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.714201Z

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Observation 063d5d06-348e-44e2-8685-53c4cdf1c46c · outbound

This paper cites an unresolved cited work.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:19:25.635437Z

Source-reported events for the cited work

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Observation e11a3569-7240-4d4d-98a2-3af76c031460 · outbound

This paper cites an unresolved cited work.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.730172Z

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Observation b0fded80-7b32-4e70-a50b-108ea90465e7 · outbound

This paper cites Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.736524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e14ff932-68a4-41c1-9ff5-50c3a1d4ba23 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Training Verifiers to Solve Math Word Problems

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.742996Z

Source-reported events for the cited work

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Observation fc98f725-c18b-4885-b852-a2e16324fa1e · outbound

This paper cites Ada-Instruct: Adapting Instruction Generators for Complex Reasoning.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Ada-Instruct: Adapting Instruction Generators for Complex Reasoning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.749750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e656c6c-7b2b-449e-9e9a-72bd83af7690 · outbound

This paper cites Reinforced Self-Training (ReST) for Language Modeling.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Reinforced Self-Training (ReST) for Language Modeling

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.756925Z

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Observation feed9689-c6df-472d-af74-f073da773b8c · outbound

This paper cites SoK: Memorization in General-Purpose Large Language Models.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution SoK: Memorization in General-Purpose Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.761651Z

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Unavailable: canonical work link unavailable.

Observation 798e559b-d0ab-44f3-85e0-f862c4acfb3f · outbound

This paper cites Solving Math Word Problems by Combining Language Models With Symbolic Solvers.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Solving Math Word Problems by Combining Language Models With Symbolic Solvers

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.767311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0923edc5-9b0a-4f5a-b3b1-bf3a18377b99 · outbound

This paper cites Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.773527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d6fdafd-76e6-412f-b6d5-7d6afd2d23e4 · outbound

This paper cites an unresolved cited work.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.777786Z

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Observation f701d971-6c87-46ef-8a34-cf76242d4265 · outbound

This paper cites an unresolved cited work.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.782036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96fa825a-2e6c-4636-9e0e-11045b0c4509 · outbound

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

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.787091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 886320e2-7fdb-4f54-acd6-97e311375c9d · outbound

This paper cites SelfEvolve: A Code Evolution Framework via Large Language Models.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution SelfEvolve: A Code Evolution Framework via Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.791510Z

Source-reported events for the cited work

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Observation 6aeff81e-5332-4b2c-baa0-28a604a12956 · outbound

This paper cites Unfamiliar Finetuning Examples Control How Language Models Hallucinate.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unfamiliar Finetuning Examples Control How Language Models Hallucinate

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.796152Z

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Observation 42277605-61d2-48d9-af2f-79554730586b · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Gonzalez, Hao Zhang, and Ion Stoica

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.800590Z

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Observation d3e4751b-58ff-4f18-8619-9994821bf2e0 · outbound

This paper cites API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.805184Z

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Observation 1a97698b-6a6e-4784-9026-c25820acd893 · outbound

This paper cites an unresolved cited work.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.809708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1de47ee1-eb71-405f-adf6-6e413a4b2085 · outbound

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

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution ToolACE: Winning the Points of LLM Function Calling

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.813776Z

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Observation 99e862dd-c292-4442-a13e-3e81c66419cd · outbound

This paper cites APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.818169Z

Source-reported events for the cited work

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Observation b3f75871-7580-4da6-9480-0337985d74ed · outbound

This paper cites Augmented Language Models: a Survey.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Augmented Language Models: a Survey

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.822290Z

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Observation 8254110a-51ba-4851-bd25-914fbf6813ef · outbound

This paper cites an unresolved cited work.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unresolved cited work

Reference 26

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Observation 90dd5666-fdd0-4bf6-a18f-fe0285544069 · outbound

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

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution WebGPT: Browser-assisted question-answering with human feedback

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.831263Z

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Observation 4f176021-cd23-42e2-91cc-43943ba86490 · outbound

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

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Gorilla: Large Language Model Connected with Massive APIs

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.835347Z

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Observation 01ce9bb6-a2bc-4d84-83d1-58232f89e0ce · outbound

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

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.839947Z

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Observation 0971ead7-affc-47f0-b6e9-d7519ef507a3 · outbound

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ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unresolved cited work

Reference 30

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Observation a26a1850-0849-4956-b5a4-d452b64a9977 · outbound

This paper cites an unresolved cited work.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unresolved cited work

Reference 31

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Observation a55ecc15-2b4e-4b78-9aeb-1b2bc1c2f75d · outbound

This paper cites an unresolved cited work.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unresolved cited work

Reference 32

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Observation 98cdebf6-2ac0-4f5d-af4d-10b7a73a4e05 · outbound

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ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 33

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Observation ecc4666a-96df-4740-8f65-80028dd1566d · outbound

This paper cites RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold

Reference 34

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Observation 3ec09ae1-c79f-4b2d-94d6-5c89dcf22c0d · outbound

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ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unresolved cited work

Reference 35

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Observation 748be192-3b0d-44e3-81f7-e0785bd823bf · outbound

This paper cites Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 36

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Observation c867417d-8074-48fa-98a7-66b68caf33a9 · outbound

This paper cites Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models

Reference 37

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Observation 0dafd22f-ffc5-445a-800e-5b041e9395b5 · outbound

This paper cites an unresolved cited work.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unresolved cited work

Reference 38

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Observation 3bd4ee86-195e-49f6-bb8d-60c1d7354d5e · outbound

This paper cites ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases

Reference 39

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Observation 13455c1d-cc16-4438-9ff1-cbcaa9edc890 · outbound

This paper cites A Survey on Self-Evolution of Large Language Models.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution A Survey on Self-Evolution of Large Language Models

Reference 40

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Observation fd0b775f-0993-4cdf-8c79-07c75d471cf6 · outbound

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ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unresolved cited work

Reference 41

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Observation 5b38d32f-d4ee-4a0d-93be-266a2dc413bb · outbound

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ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.901877Z

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Unavailable: canonical work link unavailable.

Observation cc17095d-3d5f-4c3f-b2cf-559e475b2992 · outbound

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ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Self-Instruct: Aligning Language Models with Self-Generated Instructions

Reference 43

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Observation 845eb3c9-27cd-4afa-9650-992dfa7d5eeb · outbound

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ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution BloombergGPT: A Large Language Model for Finance

Reference 44

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Observation c9426461-c485-4132-897c-5d493537e7e2 · outbound

This paper cites WizardLM: Empowering large pre-trained language models to follow complex instructions.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.915358Z

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ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Patil, Ion Stoica, and Joseph E

Reference 46

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Observation 542c355f-aba5-450e-af72-fccbe14931aa · outbound

This paper cites an unresolved cited work.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unresolved cited work

Reference 47

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 821660cd-5bff-47a2-af22-08b9ada3d2ff · outbound

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ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Self-Rewarding Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.928657Z

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Observation 1d1a076f-3886-40d3-b27d-018fb4c3c4df · outbound

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ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unresolved cited work

Reference 49

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Source-reported events for the cited work

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Observation ccf4a0ae-e13b-47e3-a80c-f5d358f5b97e · outbound

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ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution xLAM: A Family of Large Action Models to Empower AI Agent Systems

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:24.937286Z

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Observation eeaf4b30-621c-450e-aceb-9070dd7831a6 · outbound

This paper cites an unresolved cited work.

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Unresolved cited work

Reference 51

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Pith citing papers

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