Paper Citation Record · LEDGER

Advancing and Benchmarking Personalized Tool Invocation for LLMs

As of 22 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 3 inbound Pith citation observations for arXiv:2505.04072.

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

pith.paper-citation-record.v1
2505.04072 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:45:53.436017Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:18:06.995679Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T00:24:04.417880Z

Reference resolution

54 of 54 outbound references displayed

verified exact0
verified fuzzy1
unresolved53
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e096a16f-628a-4bcb-bfd3-aaae27172ed6 · outbound

This paper cites online" 'onlinestring :=.

Advancing and Benchmarking Personalized Tool Invocation for LLMs online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.229359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b8dcdd0-46e2-46f9-8c33-ea0b4781610b · outbound

This paper cites write newline.

Advancing and Benchmarking Personalized Tool Invocation for LLMs write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.233952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd1c7c2c-2f09-4e5d-bbad-3cf7b50db05a · outbound

This paper cites Knowledge-Infused LLM-Powered Conversational Health Agent: A Case Study for Diabetes Patients.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Knowledge-Infused LLM-Powered Conversational Health Agent: A Case Study for Diabetes Patients

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.239072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f534cac-875e-48e8-b0c7-dbba2dea2dad · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.243782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ec54277-509c-4f4d-b30e-9e7abe89d7bd · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.247840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91374888-dfe4-4021-a644-a6196c16fd42 · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.251759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 474eb9e7-d23c-4e73-b092-9311b70c19d1 · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.255665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c66b366-bfd1-476e-a5e2-2d23bb8d24b2 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Evaluating Large Language Models Trained on Code

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.259462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df7ef163-b971-4b79-81a9-1b32f2dc2600 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Training Verifiers to Solve Math Word Problems

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.263930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e793716-d2be-4f33-8e06-8df4c3c09612 · outbound

This paper cites EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education.

Advancing and Benchmarking Personalized Tool Invocation for LLMs EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.268783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04d1388f-8490-4cbf-bf6a-dc380e13bc24 · outbound

This paper cites DeepSeek-V3 Technical Report.

Advancing and Benchmarking Personalized Tool Invocation for LLMs DeepSeek-V3 Technical Report

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.273119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfe766f2-f35b-4040-8723-78a4965e552e · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Advancing and Benchmarking Personalized Tool Invocation for LLMs DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.277335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b81cdb0-7584-42f9-99df-a45ccc207cb1 · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.281347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05d07710-e215-4b3b-9a94-c65bab2e39aa · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.284978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eb49bba-67b3-4347-ad10-c744b0fc55e0 · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.288705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e66235a-6712-41f2-a25b-0b8f081d1c56 · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.292329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b8156a8-9083-4ee3-84fe-d1f07ed09def · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.295880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b868783-c01e-47dd-beb2-1c3fadc831ef · outbound

This paper cites Mistral 7B.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Mistral 7B

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.299278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bbb853c-eeda-4909-907f-9664146b38ea · outbound

This paper cites Health-LLM: Personalized Retrieval-Augmented Disease Prediction System.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Health-LLM: Personalized Retrieval-Augmented Disease Prediction System

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.303182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e54eecd7-48d4-4b1d-a83c-cf215c9e15d2 · outbound

This paper cites u chemann, Maria Bannert, Daryna Dementieva, Frank Fischer, Urs Gasser, Georg Groh, Stephan G \.

Advancing and Benchmarking Personalized Tool Invocation for LLMs u chemann, Maria Bannert, Daryna Dementieva, Frank Fischer, Urs Gasser, Georg Groh, Stephan G \

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.306932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d7de28e-0829-4a58-a57e-4f129a78e831 · outbound

This paper cites Can LLMs be Good Financial Advisors?: An Initial Study in Personal Decision Making for Optimized Outcomes.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Can LLMs be Good Financial Advisors?: An Initial Study in Personal Decision Making for Optimized Outcomes

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.310429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 719fb126-b5e7-42d4-8175-2c61bdeaac99 · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:45:53.954228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fed5c87a-0332-4936-97ee-30c876ed1b70 · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.317479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6cfc25a-ac6f-46d3-a803-0b8c0be37d4a · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.321191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e91ed7f-037c-45e1-b5b5-7a1a96be31eb · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.324727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aefd102d-cde8-41e4-b7c0-b94dc180269f · outbound

This paper cites FinGPT: Democratizing Internet-scale Data for Financial Large Language Models.

Advancing and Benchmarking Personalized Tool Invocation for LLMs FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.328232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f05ae26f-9a37-46da-9517-e5ac9588ee2b · outbound

This paper cites ControlLLM: Augment Language Models with Tools by Searching on Graphs.

Advancing and Benchmarking Personalized Tool Invocation for LLMs ControlLLM: Augment Language Models with Tools by Searching on Graphs

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.332336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc9c8809-963f-4e04-aba1-daae46432ac6 · outbound

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

Advancing and Benchmarking Personalized Tool Invocation for LLMs APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.336838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a52d994f-cdb7-4d9c-8af8-74f8ce35ad3a · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.340749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d57d684a-558d-4d0f-a3b3-bd5d5f3f32db · outbound

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

Advancing and Benchmarking Personalized Tool Invocation for LLMs WebGPT: Browser-assisted question-answering with human feedback

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.344600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2af1714-68e4-4f89-84ea-71dfe7495f86 · outbound

This paper cites A Brief Report on LawGPT 1.0: A Virtual Legal Assistant Based on GPT-3.

Advancing and Benchmarking Personalized Tool Invocation for LLMs A Brief Report on LawGPT 1.0: A Virtual Legal Assistant Based on GPT-3

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.348210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 907a863f-366f-45a9-aee5-f0bd8796a6d9 · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:45:53.934549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3f83bcdc-052c-419b-b191-d0ef4abd9be6 · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.355337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fce37296-5c6b-433e-a6d6-9f48a3cf3cf0 · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.358623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9db4835-9497-4c70-9567-4089e10cbd33 · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.362361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 853c5199-e1d6-47bd-85fb-b884f0f27a96 · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.365815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00df362e-55d1-4324-a571-d05a4c976dcb · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.369420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dac555e-7299-4d0a-b245-8d7c5607b3be · outbound

This paper cites Qwen2 Technical Report.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Qwen2 Technical Report

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.373073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdb3bd0e-bb37-446e-9966-5d0804aa0db2 · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.376802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ebab174-9f73-487e-949b-d4a407b8c161 · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.380174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a5c1fd7-9b43-411f-b54e-64327b863763 · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.383755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2214af69-c785-4b4d-aaee-68c83e30d9de · outbound

This paper cites A Survey on Large Language Models for Recommendation.

Advancing and Benchmarking Personalized Tool Invocation for LLMs A Survey on Large Language Models for Recommendation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.387399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc1d045e-074a-474d-8607-fab6f54c6fad · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.391558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b04bfb6b-9730-4bc7-a003-d99bddf1767f · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.395828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3892d379-c0a2-4eea-8eb5-5e4b9bdadf0a · outbound

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

Advancing and Benchmarking Personalized Tool Invocation for LLMs Patil, Ion Stoica, and Joseph E

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.399677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6746f23-b4d3-4ad7-a2ca-7d7418507262 · outbound

This paper cites PALR: Personalization Aware LLMs for Recommendation.

Advancing and Benchmarking Personalized Tool Invocation for LLMs PALR: Personalization Aware LLMs for Recommendation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.403183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e33ba33c-c313-47f6-9a5b-58a4371d4184 · outbound

This paper cites an unresolved cited work.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:45:53.871590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 23d72d4d-cb4c-4b0b-ab72-00c7357e9ceb · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Advancing and Benchmarking Personalized Tool Invocation for LLMs ReAct: Synergizing Reasoning and Acting in Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.411104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a681aba7-4958-4948-a73b-909c15187687 · outbound

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

Advancing and Benchmarking Personalized Tool Invocation for LLMs EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.415063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12e16263-17a0-4715-9eac-5a67ac4af2d7 · outbound

This paper cites AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning.

Advancing and Benchmarking Personalized Tool Invocation for LLMs AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.418910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4927c121-df5f-45e4-a77e-6b99a9b95b51 · outbound

This paper cites xLAM: A Family of Large Action Models to Empower AI Agent Systems.

Advancing and Benchmarking Personalized Tool Invocation for LLMs xLAM: A Family of Large Action Models to Empower AI Agent Systems

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.423478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 433febce-9341-443d-8301-3d0445d247f8 · outbound

This paper cites Recommendation as instruction following: A large language model empowered recommendation approach.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Recommendation as instruction following: A large language model empowered recommendation approach

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:53.859402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f52f32c6-347b-49a7-89a8-3f010d45e0c2 · outbound

This paper cites Personalization of Large Language Models: A Survey.

Advancing and Benchmarking Personalized Tool Invocation for LLMs Personalization of Large Language Models: A Survey

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.431799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a2c5547-d096-4626-a479-571a45ba4542 · outbound

This paper cites A Survey of Large Language Models.

Advancing and Benchmarking Personalized Tool Invocation for LLMs A Survey of Large Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.436017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 4f6e0f62-3c16-422f-a253-8380c55a2347 · inbound

Memory-Induced Tool-Drift in LLM Agents cites this paper.

Memory-Induced Tool-Drift in LLM Agents Advancing and Benchmarking Personalized Tool Invocation for LLMs

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-30T00:24:04.419497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c6b40833-3471-441e-8ff9-c6fa643a70ea · inbound

UserToolBench: A User-Profile-Hidden Benchmark for Personalized Decision Making in Tool-Use LLMs cites this paper.

UserToolBench: A User-Profile-Hidden Benchmark for Personalized Decision Making in Tool-Use LLMs Advancing and Benchmarking Personalized Tool Invocation for LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T04:18:06.995679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddea0712-b932-4d56-a0bd-5c77eb7df5ef · inbound

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information cites this paper.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Advancing and Benchmarking Personalized Tool Invocation for LLMs

Reference 105

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.292896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.