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Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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:a514c9aa7731edb751cff8786e5447e27bac639a881b9aa317d5d192e0b2d7ee

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:42.924203Z digest=sha256:fb8c56fd3dbba8518bac26bf37a2e3e384c4ad6d2efafe17e1392bdd65889784

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.037099Z digest=sha256:848904a000329f0bcd577e50bf9d23626be9242f8177bafbd446693507bf0bf7

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=sha256:09eda80dfc927f9aa56852acfef6cf0b3c16b808ae2b965081952c6a9024d761

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.319572Z digest=sha256:ca9a6e166f345322e5d2cd1533c572028d48e257b4f7363b44637807a75d752d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.444754Z digest=sha256:98a48bcb308670a40335e2662622345c42c85ead22946e7066af7a46884b3eba

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.458072Z digest=sha256:576228a0381a21b96f2bd84aac5de7258690422517e857eacf8494fc7ed87a5d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.474763Z digest=sha256:9e713086209e4c94b35607eb8a182fd765aa208442bd4ad3a5508b97ac79e1b6

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=sha256:11402027b862be3428b957d1a8d85dfd25e3d7ec9efad00cd051754033fb5b19

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

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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=sha256:385b5e9cccbdd973c61864192b9291484193a691905df111f07635ce8b48fdc1

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=sha256:05a575aa6d19058ad763e70598754100171690697667240949241835a9ff7ccb

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=sha256:1ed8b54a4fe18610015ff8eda66cc09d2dfdb3977626147f2c115ebb0c51d363

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.760425Z digest=sha256:040471f6cf31ad8df0cd1d52859489e5fa6db29204d3c2bdf5a4a429b613b6cf

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.762952Z digest=sha256:485af24bfd54237bb4267f56a1a349c6c6a3f4aca61df180270d00139f1873d3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.766113Z digest=sha256:3407b7eb70d8c40e0bf5353465d7c8524bbecfa6a0da0ca0b2b53592998b89cc

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:b5a98e26a146ad1d51c78e52505ccb6df50bd45769ca2e4cfd708e15ab23ffc5

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:c37329e594a8b0a9595a5b0e304f446180d514a7b89284a3105f34a4df4f130c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.774629Z digest=sha256:4056ede0eb461218d7166d0df59d7eb84210da43cc0fd2556073650ef5ef3e07

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.777732Z digest=sha256:0194aab96fdef561ef6837fea765553e05fdc8aa8062e2fe4d8dee0297d9a4b0

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=sha256:482136f4e9ce2dd1a53759a7153e9281579cd83d06cce67a9de745034b08650a

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=sha256:28dbcd3b6c1926383aa376e94e8c3877071ed903392f0ed98b4fec95b5a7f98d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.785241Z digest=sha256:32aa6fa0bd27b6eff76c305f341d4bae037538efe1409c69a0994035eebccd38

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.787975Z digest=sha256:065553520fcd836282dd42158ee82ef1d163d3b8b9f2836a4074d21fa7d88dda

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=sha256:68520d4b53efbe423d7cc2504c75443b0da146ee69f3856d6b635b498a8a6a49

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:c0fc08146e82c9bf8b88ceb58a06f263c63c04301e3a0e3d9742291b9e008b13

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.796586Z digest=sha256:02682a9fefe7a8a2299210389d20a4d88cf82bb33ab1b68923f182e23c13fced

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:b1c4a3f9c7b89af3da6894ded15f952391b785797c6205f3df3d6d14d95d2416

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:fef501c92dd0f285691d548ad88de59d9170bf9d84ebe91b2a3d5460e1552072

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=sha256:3964080d2e28932b17f7715723e19e036a1a02ab300a63be51ac5d16e137eaa8

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=sha256:56ea9846598db5ca4c10108b574f95d4cbdcc281b87423a745173ba07f3a63e9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.809384Z digest=sha256:00e29ee1e953b028ba05eb54f9b9109a8a2283f9250adbe62d723eaf38e5d29f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.811769Z digest=sha256:908896612027b57a82ce1331104ab1baef428a9e56592d728122dcf6a52ffc04

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

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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=sha256:6e872b13f3cbfef07e1d2c7ff6eb78669fb50c34ac1c4a9fb82e37eb7b518a94

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.816358Z digest=sha256:bd7d5facf1b56e2da29b992c0365c6218ccb5d3b8b69c8e1df61c3f697320b34

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:f8b4a11f9646959f5ba1dd7b2902775fe6d6f446e7678b76dba0aef927420546

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.821419Z digest=sha256:1ea22f2e0fe4e60f060ed8f217b8f11e6571645e676b4444b9b45d21bdbd67da

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.823684Z digest=sha256:ff848b436372466d2865a3ba70e93d060143b30139a3e8126fbce8ce332f294e

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

Resolution
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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.826255Z digest=sha256:dc7b82ded69f03c688f2e53370b79ce6a0d0e42f517b6fa1d15244bf7d4405db

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.828544Z digest=sha256:6ade46805748aeaea26ea895bd303d98bb16034170d41be39bd318bdbaecba11

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.830880Z digest=sha256:b4cdfac70637463c741f89559f90a543e06e5fabcdba0278e4af5aaae896ba18

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.833251Z digest=sha256:5b8d95ddb1e0459abcba30a50534040649aa094004767ee2bef182819ddada91

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=sha256:4f6a7b996a19912e74c09a7c0820d8e94a4d9b43f4b2a9edc6e31577505ed97f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.838331Z digest=sha256:281c9116098f828262a343698f9fb51d87412a17e2a098382fce6c6f50102957

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.840801Z digest=sha256:44ecd252d46de99fc24b782404114fa862d99476e2507b4ac0983e30c8ab5ad4

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=sha256:7de78b403563317db141469fe2245eb301bfaa862a65bda1699f5689e6b94ee3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.846143Z digest=sha256:c310d61608471990371b8f578909bc7e85c0a23a9d3eb21da83206b59b939e1f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.848452Z digest=sha256:f2ad3be990ff592fe1ae9dfb9345a86b62481cfd0cb6470def27386eb8b53f56

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.850545Z digest=sha256:1c14cc89c17b29b44741e20b3291cbd1542f403b40fd71e9be8f42e909f50551

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=sha256:5e18970a8703908f871961c0182e3d3454b6093d0548882ef28a8fd75c24dce1

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:c4a9df5edf3bbc1651e467044bc67c83aaaa7f2c983da5e91cd46d1e73054168

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=sha256:7a57ce814377c694357ddfaffb09ddf3459c9e5d06812bb76561f475865a8308

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=sha256:0ae7f30cbc992fd5edd9c40fec8c6d40a5683a404a4982fd9e9781939f2f86bd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.864129Z digest=sha256:8447525af9d5e3f1bbb17d6240694560938c4f9eff04b53489414a2bcfa4e537

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T21:22:43.866377Z digest=sha256:90f97f79bc86bf16b48c35ecc0bfd8c07d417449ec7575bb3a67e11ba58388ed

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=sha256:0801d83d4e60867be804064388062a008d6a591f35ff7754aa7bc03cc70a30a1

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=sha256:0f93a12f959153f01ee434f22a02c4df95c1da084d919943ed775a0bfcdf5aa6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T04:05:49.308804Z digest=sha256:0a491c953ce03537cc4cb85d20d75737cd2fa4fe6254f7803b296c0135c79ed7