Paper Citation Record · LEDGER

TaskBench: Benchmarking Large Language Models for Task Automation

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 22 inbound Pith citation observations for arXiv:2311.18760.

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

pith.paper-citation-record.v1
2311.18760 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 22 of 22 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:19:06.989495Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T21:18:59.738705Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7f4a8dc9-6794-45d8-a81b-113d55c31a5b · inbound

CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning cites this paper.

CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning TaskBench: Benchmarking Large Language Models for Task Automation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T13:19:06.989495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22f25df4-17a1-4a54-bb3b-133f2b219cda · inbound

Action Engine: Automatic Workflow Generation in FaaS cites this paper.

Action Engine: Automatic Workflow Generation in FaaS TaskBench: Benchmarking Large Language Models for Task Automation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T10:10:22.011780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dfca7e9-594d-40af-a297-4a0f3b50207c · inbound

AI PERSONA: Towards Life-long Personalization of LLMs cites this paper.

AI PERSONA: Towards Life-long Personalization of LLMs TaskBench: Benchmarking Large Language Models for Task Automation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T13:31:41.360494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fd4e417-dddc-4af6-b6b0-b61d03924c2c · inbound

LLM4SR: A Survey on Large Language Models for Scientific Research cites this paper.

LLM4SR: A Survey on Large Language Models for Scientific Research TaskBench: Benchmarking Large Language Models for Task Automation

Reference 137

Resolution: unresolved; no resolver link, observed 2026-08-10T21:39:25.659017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3f77fc0-34fe-4860-a236-f3a330bb0d90 · inbound

AdaptBot: Combining LLM with Knowledge Graphs and Human Input for Generic-to-Specific Task Decomposition and Knowledge Refinement cites this paper.

AdaptBot: Combining LLM with Knowledge Graphs and Human Input for Generic-to-Specific Task Decomposition and Knowledge Refinement TaskBench: Benchmarking Large Language Models for Task Automation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T13:31:47.258759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06084d52-bd1f-4843-ba0b-22d00827e86e · inbound

What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities cites this paper.

What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities TaskBench: Benchmarking Large Language Models for Task Automation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T05:02:29.265475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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 ab839f1b-689b-47f7-a359-3fff8177c7b7 · inbound

DICE-BENCH: Evaluating the Tool-Use Capabilities of Large Language Models in Multi-Round, Multi-Party Dialogues cites this paper.

DICE-BENCH: Evaluating the Tool-Use Capabilities of Large Language Models in Multi-Round, Multi-Party Dialogues TaskBench: Benchmarking Large Language Models for Task Automation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T22:02:40.257193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ff91483-f9bd-427e-b52e-bc1f71953158 · inbound

Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in LLM Tool-Agent Systems cites this paper.

Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in LLM Tool-Agent Systems TaskBench: Benchmarking Large Language Models for Task Automation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T15:39:58.036946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fd32775-a877-4f2f-8338-4d5d8e800dc2 · inbound

Evaluation and Benchmarking of LLM Agents: A Survey cites this paper.

Evaluation and Benchmarking of LLM Agents: A Survey TaskBench: Benchmarking Large Language Models for Task Automation

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:21.762114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fd0df3b-8120-4a59-9dc2-31261a1047b8 · inbound

ToolMATH: A Diagnostic Benchmark for Long-Horizon Tool Use under Systematic Tool-Catalog Constraints cites this paper.

ToolMATH: A Diagnostic Benchmark for Long-Horizon Tool Use under Systematic Tool-Catalog Constraints TaskBench: Benchmarking Large Language Models for Task Automation

Reference 4

Resolution: malformed identifier; arxiv_id, observed 2026-05-21T12:00:04.241730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0f88185b-6004-4a3b-9ec1-e81652714fd7 · inbound

From Intent to Execution: Composing Agentic Workflows with Agent Recommendation cites this paper.

From Intent to Execution: Composing Agentic Workflows with Agent Recommendation TaskBench: Benchmarking Large Language Models for Task Automation

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:46:42.825400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e3d1ed72-7b21-47d1-989a-8ca379ac76df · inbound

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications cites this paper.

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications TaskBench: Benchmarking Large Language Models for Task Automation

Reference 131

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:20:57.226817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c36dc98e-b038-476c-a0da-8d5223a49814 · inbound

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications cites this paper.

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications TaskBench: Benchmarking Large Language Models for Task Automation

Reference 133

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T23:19:14.564249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f00eb9e9-5c6c-4fa8-840f-e52a854f5302 · inbound

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications cites this paper.

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications TaskBench: Benchmarking Large Language Models for Task Automation

Reference 125

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T23:25:07.428566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ba5974ba-b04f-4dc3-92ec-390f9993e4d4 · inbound

The Scaling Laws of Skills in LLM Agent Systems cites this paper.

The Scaling Laws of Skills in LLM Agent Systems TaskBench: Benchmarking Large Language Models for Task Automation

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T18:13:37.585700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5ca47bc0-0474-4ff5-a8e9-43e394bf85e4 · inbound

ArtifactLinker: Linking Scientific Artifacts for Automatic State-of-the-Art Discovery cites this paper.

ArtifactLinker: Linking Scientific Artifacts for Automatic State-of-the-Art Discovery TaskBench: Benchmarking Large Language Models for Task Automation

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T20:32:45.524880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0c073145-80da-41e9-b334-c9fe81fe015e · inbound

Tool-Call Dependency Structure is Linearly Decodable in LLM Agent Residual Streams cites this paper.

Tool-Call Dependency Structure is Linearly Decodable in LLM Agent Residual Streams TaskBench: Benchmarking Large Language Models for Task Automation

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:14:01.567575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2f4cddb0-fea0-4544-bd36-1835165cd92e · inbound

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task cites this paper.

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task TaskBench: Benchmarking Large Language Models for Task Automation

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:37:56.923529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 416983a5-6e59-45f4-81fd-e3a9e03315dc · inbound

Compositional Skill Routing for LLM Agents: Decompose, Retrieve, and Compose cites this paper.

Compositional Skill Routing for LLM Agents: Decompose, Retrieve, and Compose TaskBench: Benchmarking Large Language Models for Task Automation

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-07-03T21:18:59.740372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0d6b121e-3485-4c8d-903d-5a29cc237600 · inbound

ReGRPO: Reflection-Augmented Policy Optimization for Tool-Using Agents cites this paper.

ReGRPO: Reflection-Augmented Policy Optimization for Tool-Using Agents TaskBench: Benchmarking Large Language Models for Task Automation

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T10:35:41.902511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 741ecbfb-e0ae-454d-9095-65ef8cbf5832 · inbound

Identifying Implicit Bias in LLM-based Chat AI Toward People with Intellectual Disabilities cites this paper.

Identifying Implicit Bias in LLM-based Chat AI Toward People with Intellectual Disabilities TaskBench: Benchmarking Large Language Models for Task Automation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T11:02:26.692134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.