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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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=sha256:56b604e2667f451ddcdc001b3e5ac45375d02e4181bf08cea4f8514b00c65045

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:42.924203Z digest=sha256:e053806ecccb88c8f9eb4b8e95a81711881603e028cb4d2fa69c44dbf6412150

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.037099Z digest=sha256:5d5ec75da3e3746e2f6c6363b0558a87da5257c1676c15746b648f4fae7fa4cc

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:ae6e96c696f5efeb10bab7316899f66c2ee662335a618abc5e0f9243d18144f8

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

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.319572Z digest=sha256:25a730f496b7f8a2d554352e6ef71890a00c6706aa2fc43e113b5e02c610dabf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.444754Z digest=sha256:966b2997a2bc79a8c67441372cb43a736404415f246b676661b9b97b0bbfe56f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.458072Z digest=sha256:81137ee0707f55edfebbf4aca7ec1696eb5101913960d68375a535d29861dd9f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.474763Z digest=sha256:76b0c3f635e461295f03ac5eb7cfd646a03dc88118e5f64c6eb126837ebf3594

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:f2d186da55d5cf2607d982505a5bebbb78ddb2fc0c1d3ecfa020d72dd8bf0645

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:e629485c3630070e207abf556b3c937af8df4f08901f39652777e0fc98080cd4

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:ab48aa6e6360601f95d3ca80370921ff6cab2b8b6d0a8a2c5b6bb3e4b6ed36fc

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:f67c97f46a85cb59f82d2ccac0102594e502b3306610ca7888b9f6b6b5211f7e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.760425Z digest=sha256:8b5f83c9439e5319dc5bf0d5dae86e299396cc4f6bb30bddb45fe8bdcd5ea469

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.762952Z digest=sha256:77cb49dd7df178a825f3bfebffb2cbe780b93f6ddfc34396907ecbc122754405

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.766113Z digest=sha256:4b59087e849a546741152c72c88418854366fd7bcf509149335c625b4360a320

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=sha256:6acda13df08b21d5157111ca326e2689d66c646cb85a7af89e4060c2161cb249

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:cbfbb06c1d7a13b094fc8f2973e408ff34c0900581d8a1b1f4cfe4cf1045ba88

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.774629Z digest=sha256:eed2964d9af0ed74871d1041429509e05579b7cb355c1da43dae60a29a0ee8b4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.777732Z digest=sha256:48a5d187fedd7c92e9488b824cd0ca927cb0359e98f6da669ea3bdfea8d1b558

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=sha256:9495544046ab9290f91ca1959b76c23144900e331647ec2fe525e7cd9449638c

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:a432564db6b5a8e10bff7440567ade8360fa51cf751a58b35ddb13d450dceb27

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.785241Z digest=sha256:e7501018624d649f8ab67dd4e76cdf53601a7e2570fa5f8af56d190540408f56

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.787975Z digest=sha256:6390e88dc6389824847b2ebc296aeb6b7d40ad19616f907018f01c340905622c

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=sha256:345e10161a2c61f02afb511deb523c6ecb37231bf55a47c72659806851c713ee

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:f7df08063604cc23a7d78929f5922f3000e126f2f93ec0ba74dcacca09b7f572

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.796586Z digest=sha256:587f72550f88a4fd8926335241556701906aca21f749daab51bcd89b8326664e

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:f714eb64e6ba8cadd70ee4c68c9bbdcbd1d4b84c1be2ab8389a855e6d007366f

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=sha256:33f3e3fcbfc4cc43f2d8b9353ac15292c3dff4291284bfaec32e415816561b5a

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=sha256:0e03c274eb59b22cee8a015b6aec2c0f02a6aa9c3d9d451e8d71a9d1f450f1ab

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=sha256:54680312af6998dff646c9fe1a860f011d4b2abf77a0177891186bb123783030

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.809384Z digest=sha256:586370c8bc89c9f5c24f94121f082550d48510ca915343a919a69581e6c48c1d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.811769Z digest=sha256:0761106b147bdad99b1afeb9efbb47f22ea9ddbab28b969d98897de8a1a10c4c

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=sha256:3d8884571fcaff9e0d0e129e7f3004469d25bb889e4eba5485fcb65324ced919

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.816358Z digest=sha256:5eeeb8b222777ece9cafa0dc43f9c82ecbe01029e61388d1e00b97b184ddfb5c

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=sha256:7649d6ede3a5491692d4f517b10ac04299b5dbe1dfa0ecbdc829fdece9f6e408

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.821419Z digest=sha256:b931c2f2824bb7b4855d9459dd984130013198d841435170e741cdec9cc4ea6d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.823684Z digest=sha256:cfa6d603b3f7cf65155939256d8776df5f2f653c4e356accfd0f41b03d58010d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.826255Z digest=sha256:2085ce262182f3788fde3079c878c90ffcb3cedd27a976a4ef43239157cf0681

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.828544Z digest=sha256:7d2049d908b86eb22975e233e734165b0e9e832263a2f4728f9a69f33cbdbc03

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.830880Z digest=sha256:93ed3e557bf3d0841fad2a16c16ff66daa95e61647617b52abaec8278659abf3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.833251Z digest=sha256:99529d818267addcde38cb22b8381e186f6beec89ef42cb505dba282262869fc

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=sha256:5e89df86365d02afe8f310d5e688157d31d48bbe97d025c9aad77c1cef1a1308

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.838331Z digest=sha256:6b41c857d7094cc62da52cff4fd9d099a281e7c9c2cef79231af9f94e134a838

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.840801Z digest=sha256:113d0ab61fa877c9e56965631a88506a0e7309b5134aabda0d35393aa266b384

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:e052325edfa323f16f32793528eeeab8ae137a0c79c1d206a3e63b354a19cce9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.846143Z digest=sha256:2c321201c3a8ac2f22afeb0fe43738aafa2bd59cad4105c57b068fbc76cd1d82

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.848452Z digest=sha256:acc0689dc5267a27fa5e55ed8704d3d1dbd6947d31ffe871255d72cf1d20e964

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.850545Z digest=sha256:7ec50112c8e96ffe04ec36615d7c58673c4075ef56ce2447585ced9d3da810fd

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

Resolution
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=sha256:1235d90aa2ceb2fb4a2e177940103c4e760f0ff7284e511fd22f02410f507ad5

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=sha256:03c125f84c781dc1503ada6888f866fbb1ab4e8837a443b620a6be253cb0ae52

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=sha256:5de4016a1882cfb9cbbde26ec8f7cf9db53a7d8604dcf3be3d0ae33c1e673f65

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=sha256:53c9dddc53a4f1231237db474f5552e4668cda04d7d9cee01e2c727de197fb26

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.864129Z digest=sha256:cee14e4f9e2deca8bc475585ae10068b791fd7b85321b4fe5c25989a52d9aeae

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:22:43.866377Z digest=sha256:91cdabb260710daf4837b12649a67b599b897fa1deb607da5052151f2ce841a9

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:db5d3b540e159af9fc27af336054ac05740d5539479992e19d297f6151d21e03

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=sha256:471539871a9614fdd8d815084dd3631d41cc39b7a26f80ab85a4df2ee5d1db5a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-08T04:05:49.308804Z digest=sha256:caedd1ac6e55aec7976570b299c0eb44af6abdd42c39657aec4ffad63acae1c6