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Paper Citation Record · LEDGER

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models

As of 7 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2507.00487.

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

pith.paper-citation-record.v1
2507.00487 v2

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:22:43.871856Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T04:05:49.308804Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

56 of 56 outbound references displayed

  • verified exact5
  • verified fuzzy17
  • unresolved34
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation dde42dad-8a63-4cb5-b346-1dab99c5a37d · outbound

This paper cites Deep Learning using Rectified Linear Units (ReLU).

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Deep Learning using Rectified Linear Units (ReLU)

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:42.791901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:42.791901Z digest=sha256:729a8d2598eb30b596dcc91028e7577292f49b62852e36c277b3cf7fee70b229

Observation e3afcb63-511d-4e14-8a13-c31b10d669ad · outbound

This paper cites GeckOpt: LLM System Efficiency via Intent-Based Tool Selection // Proceedings of the Great Lakes Symposium on VLSI 2024.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models GeckOpt: LLM System Efficiency via Intent-Based Tool Selection // Proceedings of the Great Lakes Symposium on VLSI 2024

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.615089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:42.924203Z digest=sha256:9a0e36238c5af697f45c0e8930f06401f152caf8a12ebc1d378f1f4e5e8e9bd4

Observation 4892432a-53f5-458d-abed-068a89297e91 · outbound

This paper cites PTR: Precision-Driven Tool Recommendation for Large Language Models // arXiv preprint arXiv:2411.09613.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models PTR: Precision-Driven Tool Recommendation for Large Language Models // arXiv preprint arXiv:2411.09613

Reference 3

Resolution
verified exact
raw_fallback, observed 2026-08-06T21:22:44.410915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.037099Z digest=sha256:7619c9e68f8a321f9aaa29e8893a211886fa765eb6beca85c81cbc9dd917bd00

Observation 89c7b57b-d74a-4610-9f84-f424b208868e · outbound

This paper cites Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.179010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.179010Z digest=sha256:174e2799443a7b9c633425edc80fd036f7771d747b0115d7376432404177959c

Observation 8f09ce5d-f562-4375-89ba-fe50de9b205c · outbound

This paper cites Confucius: Iterative tool learning from introspection feedback by easy-to-difficult curriculum // Proceedings of the AAAI Conference on Artificial Intelligence.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Confucius: Iterative tool learning from introspection feedback by easy-to-difficult curriculum // Proceedings of the AAAI Conference on Artificial Intelligence

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.607522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.319572Z digest=sha256:48e671630b70442a493845ad749bb7a28936c2582cf5c0ad1228084debbb881d

Observation 8f6be606-7a9c-4257-9122-2d0c5d1c9772 · outbound

This paper cites an unresolved cited work.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:22:44.600174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.444754Z digest=sha256:494c3d0703eb48c15503476ec1b5bd09678df8a06d94ea3078927ca8a739bff1

Observation e70fc407-cf01-4a86-b6c3-54352cd851c3 · outbound

This paper cites an unresolved cited work.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:22:44.592688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.458072Z digest=sha256:ac05edbefa1a75cecff45416a512fb366aee3c1c6e4c37743deacdb89164df57

Observation bccb8655-dd14-4e27-acd4-4c4854a1b2d6 · outbound

This paper cites an unresolved cited work.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:22:44.585355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.474763Z digest=sha256:103386d34d0fea36e95c06e8a2937ed529dd113e69658307f0b90f37051b95cf

Observation 1a80df77-b605-4bd2-8100-2e23910aea75 · outbound

This paper cites A Comprehensive Survey on Retrieval Methods in Recommender Systems // arXiv preprint arXiv:2407.21022.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models A Comprehensive Survey on Retrieval Methods in Recommender Systems // arXiv preprint arXiv:2407.21022

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.589535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.589535Z digest=sha256:0f2172fae0bd571201cd8ecc573e48a199651163898773a3be44eb2fb9011683

Observation c646e42c-ffb6-48e4-a6c5-ed2d97f295fe · outbound

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

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.715829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.715829Z digest=sha256:772d1bff182170e731ab66ee957017d24168301ade0895e117d41f3b1a06f898

Observation 337c765f-ae53-452a-8937-39caf61300d2 · outbound

This paper cites MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.754386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.754386Z digest=sha256:3a77fdc750b23b9ffc08cfcf446f136e7bf70999ddd56f4637f0b203d7033842

Observation c677b6df-be16-4357-8285-a4f4ee6c062d · outbound

This paper cites Unsupervised Dense Information Retrieval with Contrastive Learning.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Unsupervised Dense Information Retrieval with Contrastive Learning

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.757471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.757471Z digest=sha256:9e10888cb27e7ad10ddcf64b28e927e77636d1ae80e94fbd36f7eae6bdbabb95

Observation 90bc2256-ec27-4cd5-abe3-0f653ef4e9bc · outbound

This paper cites an unresolved cited work.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:22:44.577408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.760425Z digest=sha256:6813d7da338b39b008d2e3574b0adc54a28beddf5d348653a56db871767f810d

Observation ff590def-2e4c-4b52-8571-f6e44a4536fa · outbound

This paper cites Natural Language Processing for Dialects of a Language: A Survey.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Natural Language Processing for Dialects of a Language: A Survey

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:22:44.236969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.762952Z digest=sha256:f967de7b6172addf6273f15cddcd18a262a9e8ca460254e0c0cb1913c5af27bc

Observation 0e5c5069-c09a-428f-88c6-be5511a37035 · outbound

This paper cites Improving Tool Retrieval by Leveraging Large Language Models for Query Generation.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Improving Tool Retrieval by Leveraging Large Language Models for Query Generation

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:22:44.225969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.766113Z digest=sha256:31652188c1ae70f393f904fe9261722257ebe1231d02762cbc30ea3cb96ba57a

Observation e53ccb40-cafc-4294-95b5-09604d98476e · outbound

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

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.768837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.768837Z digest=sha256:88202253ebe0520f708ccbb7c4debc960835b5c1373b9e6a8381238aa0a2f8b4

Observation 6efbbd6b-9b1e-4d86-bf44-32b7976be35a · outbound

This paper cites Agent4Ranking: Semantic Robust Ranking via Personalized Query Rewriting Using Multi-agent LLM.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Agent4Ranking: Semantic Robust Ranking via Personalized Query Rewriting Using Multi-agent LLM

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.771890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.771890Z digest=sha256:4338181de3af4709d7780f86683a832252e6ca8c8b074e4f14dea211a25e8605

Observation 0e18e69a-149b-4e70-b2cd-ac64f7858405 · outbound

This paper cites How can recommender systems benefit from large language models: A survey // ACM Transactions on Information Systems.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models How can recommender systems benefit from large language models: A survey // ACM Transactions on Information Systems

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.569082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.774629Z digest=sha256:731ef821b79009602cc1c8abc337c72f3b03d51907ae73295ae11cb0a7d801fe

Observation 3625ad95-a109-472d-80fa-905ebc64acc3 · outbound

This paper cites A Graph-Enhanced Click Model for Web Search // Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models A Graph-Enhanced Click Model for Web Search // Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.560904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.777732Z digest=sha256:801f72dc7274e24ae4c9ce5b90590f7f875047905a50692c90df70a61593b36c

Observation 37aaa074-8cc5-4431-a17a-d542e51040ed · outbound

This paper cites Hammer: Robust Function-Calling for On-Device Language Models via Function Masking // arXiv preprint arXiv:2410.04587.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Hammer: Robust Function-Calling for On-Device Language Models via Function Masking // arXiv preprint arXiv:2410.04587

Reference 20

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unresolved
no resolver link, observed 2026-08-06T21:22:43.780178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.780178Z digest=sha256:1e5e6e8f0b39d83a21acf2953592bdd5aa32f36601030f705cd4eaa5de037a07

Observation 2a34bd5a-04ff-4894-943e-bfff7570d36d · outbound

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

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models ToolACE: Winning the Points of LLM Function Calling

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.782564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.782564Z digest=sha256:a82a5fd04add3d195a55a8b26f406a21675e87c367520446c74ce179b41905ef

Observation 09885bd7-5edd-4898-a069-93c17a2ca7b4 · outbound

This paper cites DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:22:44.043953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.785241Z digest=sha256:3690a7044071f02243a3b58d22fb1b31691fdf29a9ded94d555749e0ee6a5e82

Observation fe05c61b-8e44-49d1-83dc-9122ddb9e1f9 · outbound

This paper cites From Summary to Action: Enhancing Large Language Models for Complex Tasks with Open World APIs.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models From Summary to Action: Enhancing Large Language Models for Complex Tasks with Open World APIs

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:22:44.032050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.787975Z digest=sha256:5d6f2c45c7cc41e21854ecf6132d56f56a65f8fb8fac102aa1110a696f616d82

Observation 8974eec0-168b-41bf-889e-70aee0fe6b95 · outbound

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

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.791043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.791043Z digest=sha256:02797eda023ba3aa63596f67fb24bb5e29a383e430416519f7237b2d6716349c

Observation 901017f0-61a1-49f4-ae10-ee4c4ad943f1 · outbound

This paper cites Improve Mathematical Reasoning in Language Models by Automated Process Supervision.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Improve Mathematical Reasoning in Language Models by Automated Process Supervision

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.793951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.793951Z digest=sha256:ba247e095c0ef58939cd979e522cb230a2068dd804c5a290859023dab74f7457

Observation 4e4e648b-15f6-4156-88eb-afc7d9a2c600 · outbound

This paper cites Visualizing data using t-SNE.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Visualizing data using t-SNE

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.552763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.796586Z digest=sha256:a94b257855ae480a2d54ebfa3f579c1b89d16be93e1c3d798dec6337b93005ad

Observation 92ef36d2-96ad-48a2-ab16-865847f580cc · outbound

This paper cites Efficient and Scalable Estimation of Tool Representations in Vector Space.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Efficient and Scalable Estimation of Tool Representations in Vector Space

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.799289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.799289Z digest=sha256:dae94914657fec3d414cc59f5ef5587249a0eba7b2ade5dfcd2f511e629910bf

Observation 5c6af73c-622e-4bf5-8a7e-cbe1341c7ebd · outbound

This paper cites Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.801765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.801765Z digest=sha256:d4a569be1cb9778cb4346e66b41db1c144bc1214686753f17594014a023f45e8

Observation 8497ff7c-5682-4251-9f71-bd59ca3720c8 · outbound

This paper cites TALM: Tool Augmented Language Models.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models TALM: Tool Augmented Language Models

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.804355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.804355Z digest=sha256:0136dc2d02e2829e985df940dc93958c0d1ad9a2d667dc4ee0443032e5f89e6f

Observation af804ebf-baee-4d3c-9675-25920121fb13 · outbound

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

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Gorilla: Large Language Model Connected with Massive APIs

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.806874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.806874Z digest=sha256:f381260743f22cdcc7facaedbb6506e78ae831ee678af84b2ff03ab7e52fae54

Observation 7cb1ddc5-a9c2-4fc5-aba4-450178ebe0db · outbound

This paper cites Large language model based long-tail query rewriting in taobao search // Companion Proceedings of the ACM on Web Conference 2024.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Large language model based long-tail query rewriting in taobao search // Companion Proceedings of the ACM on Web Conference 2024

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.544661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.809384Z digest=sha256:1dd145d250a75bad41b067b6f997bbd03a45d88205d8af539fd51d11cb1a8f91

Observation cd6c5db7-83cf-4083-bcf1-70d1daec903b · outbound

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

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.537132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.811769Z digest=sha256:c9503799ff7dd740f9e0e842f4ab79006229c04f05bdc84d44a4e0b3dff3bb07

Observation 04edeb75-c25f-418c-9c4b-8cdfaee00868 · outbound

This paper cites Tool Learning with Large Language Models: A Survey.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Tool Learning with Large Language Models: A Survey

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.813982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.813982Z digest=sha256:88ffecdb08a316ef047ff14dea063737a3b6b1cddf9ee7d228c4e099b7e0f554

Observation c0a539c9-e7aa-4842-8600-032eabbf05c7 · outbound

This paper cites Towards completeness-oriented tool retrieval for large language models // Proceedings of the 33rd ACM International Conference on Information and Knowledge Management.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Towards completeness-oriented tool retrieval for large language models // Proceedings of the 33rd ACM International Conference on Information and Knowledge Management

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.529829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.816358Z digest=sha256:edbb77544eb374e2ea06f57dc1fc95471108a0777f5e95de365dfbdd7f114bcc

Observation e02d17db-4d7f-4cbd-ba32-68d425120298 · outbound

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

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.818835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.818835Z digest=sha256:32379f6799dd4b010abe3c00508c353825c9e0dcc751da0bff421af59597dc33

Observation c09b7733-4153-4121-9551-6c004368ef3f · outbound

This paper cites The probabilistic relevance framework: BM25 and beyond // Foundations and Trends® in Information Retrieval.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models The probabilistic relevance framework: BM25 and beyond // Foundations and Trends® in Information Retrieval

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.521910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.821419Z digest=sha256:20cb609de55a1cb4098202f2cbfeb26c3b4497fee2a09e1f98638b9850c44823

Observation 3d540966-4809-4cb7-ba40-f15f60f17207 · outbound

This paper cites an unresolved cited work.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:22:44.514233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.823684Z digest=sha256:ea97071ea5863df102b3b0c370c6035c1686c8b982c63f1422e27a16818297d2

Observation a2dd1779-a1db-4fd1-b69a-51f48c8b59c3 · outbound

This paper cites Toolformer: Language models can teach themselves to use tools // Advances in Neural Information Processing Systems.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Toolformer: Language models can teach themselves to use tools // Advances in Neural Information Processing Systems

Reference 38

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verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.506972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.826255Z digest=sha256:2279c4b74635337c871aa3fecf5c0fd2e79cf31cc78fb4acbd8a529a425109ce

Observation 3fb0da50-edc1-4ed8-937a-7b2954293f2d · outbound

This paper cites Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face // Advances in Neural Information Processing Systems.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face // Advances in Neural Information Processing Systems

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.499366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.828544Z digest=sha256:aa444cd2a8e593fa24ea132f3cc6062fe865555e578ae3378b2b3d239928ba85

Observation ba62d79a-a844-45a2-9a4f-5487f41a88f4 · outbound

This paper cites an unresolved cited work.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:22:44.491775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.830880Z digest=sha256:9a3ae9b2e2c9a3f68107e4a1a8ab245dc371c52809f7a60bbb9b78c4df09fecb

Observation ff722d30-1483-471e-9f35-45dacc992e4f · outbound

This paper cites A statistical interpretation of term specificity and its application in retrieval // Journal of documentation.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models A statistical interpretation of term specificity and its application in retrieval // Journal of documentation

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.484169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.833251Z digest=sha256:f594bdc6faa9a5a1147b721012e47ca3334ead133c7b402160d5fbf4654ebad9

Observation 4c6cbbdb-d7ea-428d-ba0d-7d32dd0385bd · outbound

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

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.835678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.835678Z digest=sha256:bbcc2b6b7c076bc33572d6d562ced2ed175d0daa2e1d3c7d0cac038e165ad35f

Observation c802429f-853f-4b5e-b7bb-646cc75d1dad · outbound

This paper cites BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.476132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.838331Z digest=sha256:9efa5705761d91681e1e12c210f9ee30381310f74c362976e814d40f6c36c1d8

Observation 8aab8d80-7d20-4154-9e60-1e12997db60b · outbound

This paper cites Attention is all you need // Advances in neural information processing systems.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Attention is all you need // Advances in neural information processing systems

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.468081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.840801Z digest=sha256:76a981c71669593ea0cd0f371a4532bac08d2fc01a045838056ac0d81f575abc

Observation a56968b0-e6d3-45a8-9b3a-c5f2d8be7d49 · outbound

This paper cites MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.843252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.843252Z digest=sha256:52caa5fb484eb453016d9152aad28a89f21730732ce180793e4bb58f0cb21ac7

Observation 9bc70f63-34ce-44fe-a9b9-2c541cfbf84b · outbound

This paper cites Towards efficient and effective unlearning of large language models for recommendation // Frontiers of Computer Science.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Towards efficient and effective unlearning of large language models for recommendation // Frontiers of Computer Science

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.459773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.846143Z digest=sha256:162f54233c15408acf42ac01e140fe5362160f9ca3ac4547876e950e168193de

Observation 925e880f-4f8d-4bef-9d1b-537fe0ab1e83 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models // Advances in neural information processing systems.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Chain-of-thought prompting elicits reasoning in large language models // Advances in neural information processing systems

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.450891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.848452Z digest=sha256:5abaf822af9f491b030a653d28a57e6412c41ad0c2067fe0e0ef792d1a2315b3

Observation ec852125-bad2-46b9-be7e-3bcb9c25ddef · outbound

This paper cites an unresolved cited work.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:22:44.442400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.850545Z digest=sha256:b57e05156b820be2fcf3e8e0ea6a9de33811bfa49d8905114717cb569b9ae3c1

Observation c21523d2-e9f2-40ba-bd21-b38409aac0e3 · outbound

This paper cites Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval

Reference 49

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unresolved
no resolver link, observed 2026-08-06T21:22:43.853049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.853049Z digest=sha256:4e07f864ae9d0d6c7790212136481af975b5e49450504468ff0ef3b5ca62eb51

Observation 06320fdd-fbd6-44de-969d-065a372ead7a · outbound

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

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models On the Tool Manipulation Capability of Open-source Large Language Models

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.855623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.855623Z digest=sha256:4d812bba2e1c2b1363a2e68f184b735a301987e4ccc165555edfb9bad92e9c3d

Observation 74021e78-7f8b-4f6b-b6f4-3321ce963741 · outbound

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

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models ReAct: Synergizing Reasoning and Acting in Language Models

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.858374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.858374Z digest=sha256:99ef9813b77dff9a65d9773c293b58b0370418183c5074a450f7a62c87218109

Observation dbf936b8-3f26-41f6-a58a-9832c2d87a9b · outbound

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

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.861474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.861474Z digest=sha256:108e527cb72be087b45b0d6574cf9934af1037f79ea7922415d6c254117dba33

Observation 6dcd3cea-496f-4fb6-a752-b9fcf92b1a65 · outbound

This paper cites an unresolved cited work.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:22:44.434939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.864129Z digest=sha256:be01a60664b988b6b4404f0ddafef5c3b32d1107e76ca08b04f3a856357ef96a

Observation 91ed8c44-f26c-4f49-a58b-7a02e4881e8e · outbound

This paper cites P , Zhang Hao, Gonzalez Joseph E., Stoica Ion.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models P , Zhang Hao, Gonzalez Joseph E., Stoica Ion

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:22:44.427284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T21:22:43.866377Z digest=sha256:852e422df1b0af170d6f31d4ebdf857c71f83b2a39b0b468db91b0e282cf95d5

Observation c834f8d5-646e-4971-856e-8a777946ea30 · outbound

This paper cites ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.869143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.869143Z digest=sha256:407d1eafb7e17bfa1bf8b607c18443d5313dc1fab628c938877aab6b85325379

Observation 8fb55d21-fc67-4207-a083-4321d6b5ee21 · outbound

This paper cites Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning.

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T21:22:43.871856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:22:43.871856Z digest=sha256:7bd6c4edbdc462f7d50c051c86e458ab9ab8aea3e4abfeeed5aedfe46eb3697e

Pith citing papers

Observation a90d3a99-a7e6-4df4-b97a-83717712b9ef · inbound

From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills cites this paper.

From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-09T00:14:27.085928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T04:05:49.308804Z digest=sha256:e1a425e2265963c20281c459417f71aac293135fef6c75409981664034696513