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Paper Citation Record · LEDGER

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval

As of 7 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2607.15696.

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

pith.paper-citation-record.v1
2607.15696 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T22:39:25.338510Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved40
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9ad39efa-dc1f-4dca-be57-785c4baa6f9f · outbound

This paper cites Understanding the planning of LLM agents: A survey.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Understanding the planning of LLM agents: A survey

Reference 1

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source=arxiv_source observed=2026-08-01T22:39:20.381790Z digest=sha256:611c20bb751e7b6c941280e4b30b5c14976cb3c323822f8d3c87d0308e363575

Observation a802294e-f14f-4d2b-b637-05ab2c56d1e0 · outbound

This paper cites Survey on Evaluation of LLM-based Agents.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Survey on Evaluation of LLM-based Agents

Reference 2

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source=arxiv_source observed=2026-08-01T22:39:20.559070Z digest=sha256:214bf33975e62d4b600074cbd2318999eb3e60b6b4428008b2ea36a3b037d5c3

Observation bfbd4468-4ac1-4d9e-8743-482a4f6657e0 · outbound

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

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval ReAct: Synergizing Reasoning and Acting in Language Models

Reference 3

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source=arxiv_source observed=2026-08-01T22:39:20.667337Z digest=sha256:cb64c4699cb727bd7d929f87317674f168f41efaef2fd446c74339c2653fb20f

Observation af261c39-da54-447c-9a88-87086f802eb2 · outbound

This paper cites Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM) , pages=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM) , pages=

Reference 4

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source=arxiv_source observed=2026-08-01T22:39:20.817233Z digest=sha256:b9d98f6b734d12922ef4d50c576ea16e6ba756d492632be4d9f0e9c8279d9d20

Observation b333cd86-54e4-4630-ab01-e72ce1617808 · outbound

This paper cites Advances in neural information processing systems , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Advances in neural information processing systems , volume=

Reference 5

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source=arxiv_source observed=2026-08-01T22:39:20.898091Z digest=sha256:1f6304f911111c47796732cc8ddd308ff0b37d2dec0d04234e9d933b22b21c20

Observation 017c4f14-f7ab-43c6-a4cc-0d8109b8348c · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Advances in Neural Information Processing Systems , volume=

Reference 6

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source=arxiv_source observed=2026-08-01T22:39:20.982536Z digest=sha256:45e3c49131cae9c34f2c2f776b05f76e65070a53e2e015c91d95954a53ab60f4

Observation d9c3f570-bc21-46d8-942e-055cfca25731 · outbound

This paper cites International Conference on Learning Representations , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval International Conference on Learning Representations , volume=

Reference 7

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source=arxiv_source observed=2026-08-01T22:39:21.179489Z digest=sha256:024248c4c214a5980cf6bf704592ddb48f8e80821c832a4aa6b03faddb589e7d

Observation e22def62-3668-485c-99a9-18aad5059020 · outbound

This paper cites Data Science and Engineering , pages=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Data Science and Engineering , pages=

Reference 8

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source=arxiv_source observed=2026-08-01T22:39:21.292841Z digest=sha256:cb8cc4535da8dda0bd4c5b3f9f02478dc3e91a0a9a1fa8a6e032cda367660180

Observation ebdae688-eec5-4cec-8c1d-75b7dbaccc3a · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 9

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source=arxiv_source observed=2026-08-01T22:39:21.406618Z digest=sha256:1487cfe394a6e79a5304742578bd81bb2f818c9a235d14eddd6d543c2cc826a4

Observation 8f303ecb-f7ac-4bc1-8a2b-188b8b08c583 · outbound

This paper cites Nature , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Nature , volume=

Reference 10

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source=arxiv_source observed=2026-08-01T22:39:21.515730Z digest=sha256:9f023a37ea873dd0c0972c7c26f96e90a5870713b41c8cc5f531c0e42c588746

Observation 916b8f11-284a-42ac-8211-db76db6dfbf5 · outbound

This paper cites an unresolved cited work.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Unresolved cited work

Reference 11

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source=arxiv_source observed=2026-08-01T22:39:21.662077Z digest=sha256:e942652ab55e6c04488b49807f75ca640baaadf988e3707f242470068e4ed8f2

Observation d8e823fe-ee31-4ce3-83a6-b4d0331c3183 · outbound

This paper cites arXiv preprint arXiv:2601.07782 , year=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval arXiv preprint arXiv:2601.07782 , year=

Reference 12

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source=arxiv_source observed=2026-08-01T22:39:21.769131Z digest=sha256:67852e4e86cd117288406c6fcb5f9d52a0bd387893361f778a80abd54abc3e1d

Observation ea40189a-3a53-4b88-becd-49bbf90c9047 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Advances in Neural Information Processing Systems , volume=

Reference 13

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source=arxiv_source observed=2026-08-01T22:39:21.945081Z digest=sha256:ccce47c3719e49c33c958ed5ed17ace0bebd46da8ef6e516a9bfc9c04ca6af44

Observation bcddefd9-5a05-4ecd-a64b-32276f42dfc5 · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track , pages=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track , pages=

Reference 14

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source=arxiv_source observed=2026-08-01T22:39:22.041604Z digest=sha256:9bf5ad9e9c283365346cd3d91ee5c270687be984c77ca554c8fef4eaf77cafd9

Observation b9ba96a7-0424-4edb-86b3-cb0b2c414470 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Advances in Neural Information Processing Systems , volume=

Reference 15

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source=arxiv_source observed=2026-08-01T22:39:22.214890Z digest=sha256:d3b45df300582fb153584b54ab9111027cb9ea6a0b45abdcde02bf12ef0c6592

Observation 79d935a7-9ccf-41f1-a481-850b1686c98f · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Advances in Neural Information Processing Systems , volume=

Reference 16

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source=arxiv_source observed=2026-08-01T22:39:22.345556Z digest=sha256:348c917b2cfa67b533df7879c3cc716ea296400c760198d81d1b3edd7e219abd

Observation 1a852c0a-c68e-4130-8cc7-a901488e8e6a · outbound

This paper cites Proceedings of the 2023 conference on empirical methods in natural language processing , pages=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Proceedings of the 2023 conference on empirical methods in natural language processing , pages=

Reference 17

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source=arxiv_source observed=2026-08-01T22:39:22.506761Z digest=sha256:08773e239378c7f523763c90ea95ad8389b6c79a5990a6981eb733d6526e5c82

Observation 53e86b6b-04e9-4ee0-bdfa-d68ae5a1eb83 · outbound

This paper cites International Conference on Learning Representations , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval International Conference on Learning Representations , volume=

Reference 18

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source=arxiv_source observed=2026-08-01T22:39:22.644745Z digest=sha256:99bf72e1072593e854abd0af4973ba2948ef78f7785877492164400dd5a3a8ce

Observation e8c2d54e-9e05-44ef-a804-1ba7b162095b · outbound

This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

Reference 19

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source=arxiv_source observed=2026-08-01T22:39:22.854409Z digest=sha256:1965c97656d604658adbd192f2813dcd0b9e2b1348f1f046a10dfd17370ce19b

Observation e179e0fd-8f7a-496d-a5a7-d99834c82117 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 20

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source=arxiv_source observed=2026-08-01T22:39:22.948833Z digest=sha256:73668104d74bec4eb5aef341aba25d525fdb07d818a06f0975e8667618399b41

Observation b8f5b7b6-4319-4546-8cdc-f4e32f910d34 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2024 , pages=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Findings of the Association for Computational Linguistics: ACL 2024 , pages=

Reference 21

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no resolver link, observed 2026-08-01T22:39:23.087253Z

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source=arxiv_source observed=2026-08-01T22:39:23.087253Z digest=sha256:60d5a27093c03e334d5c2d34a001562cf66781340c9941c7c19a65378056f8f7

Observation 47ec5040-e305-4271-a192-da3565476c9b · outbound

This paper cites International Conference on Learning Representations , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval International Conference on Learning Representations , volume=

Reference 22

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no resolver link, observed 2026-08-01T22:39:23.196584Z

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source=arxiv_source observed=2026-08-01T22:39:23.196584Z digest=sha256:5d7272bb329291c95eac39ab1668eb979fd4540221d73ad01ea8727960742d28

Observation f6f5ad82-ad9d-47ae-9633-fb7fbd3607e4 · outbound

This paper cites International Conference on Learning Representations , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval International Conference on Learning Representations , volume=

Reference 23

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source=arxiv_source observed=2026-08-01T22:39:23.309219Z digest=sha256:55abcfe1639f65f08bdd1cf60564015b814613bd886ec358e6462499d2a7cda9

Observation 07427a65-4d6b-4038-9052-7045ecd3b763 · outbound

This paper cites International Conference on Learning Representations , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval International Conference on Learning Representations , volume=

Reference 24

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no resolver link, observed 2026-08-01T22:39:23.430869Z

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source=arxiv_source observed=2026-08-01T22:39:23.430869Z digest=sha256:13340cb9b18fc5f1198184e7d28844eae034a558c1e0363d5d231a77841bc14e

Observation cfd45312-03d1-4d6c-9fe5-47f6f8178b48 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 25

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no resolver link, observed 2026-08-01T22:39:23.593348Z

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source=arxiv_source observed=2026-08-01T22:39:23.593348Z digest=sha256:4b760f69dfc853535f67a913eb0ad5456b6c049bd4d07c44bcd1ef6ba9d3f0d5

Observation 1ccbe642-a3ad-4e85-93ee-293980dd7228 · outbound

This paper cites Query Expansion by Prompting Large Language Models.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Query Expansion by Prompting Large Language Models

Reference 26

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no resolver link, observed 2026-08-01T22:39:23.722112Z

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source=arxiv_source observed=2026-08-01T22:39:23.722112Z digest=sha256:3bd6d9ed971d01fda55f10c5509e7f119ae93df3a2cb13f86296dc2a20160326

Observation 5735f32e-c979-4413-9971-07a255b68b6b · outbound

This paper cites Frontiers of Computer Science , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Frontiers of Computer Science , volume=

Reference 27

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source=arxiv_source observed=2026-08-01T22:39:23.804587Z digest=sha256:348b2c912e1f742ebe28e93a3c76994828c8e624bc73b983feb67e09b4fc782e

Observation b628da9a-d82a-402a-b55b-71887bfbbe83 · outbound

This paper cites ACM Transactions on Intelligent Systems and Technology , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval ACM Transactions on Intelligent Systems and Technology , volume=

Reference 28

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source=arxiv_source observed=2026-08-01T22:39:23.942535Z digest=sha256:079cde0b2360aa0f7a8cd070f4c3519ba40601d10cdaf57433a0e94004eddcb7

Observation d16bb067-4dec-4ee4-b28b-867f31ebe293 · outbound

This paper cites Foundations and Trends in Optimization , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Foundations and Trends in Optimization , volume=

Reference 29

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source=arxiv_source observed=2026-08-01T22:39:24.030774Z digest=sha256:434934282eef920340cd8d87fa45f2b5ad027704cb5807887aa429d2fd4aa66f

Observation 727a0984-1af1-4b64-98ba-e615811a4e49 · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=

Reference 30

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source=arxiv_source observed=2026-08-01T22:39:24.131546Z digest=sha256:a307b1f2484dd52cd7a7ee2d18111477910038b26a684e9c67d86e189bb90529

Observation 605c87f8-42ff-4431-8472-3d4209e33f3e · outbound

This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 31

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source=arxiv_source observed=2026-08-01T22:39:24.251798Z digest=sha256:358fe768321427406beae4ab1a04dde657752c46bc0c812b3894cc22e754231a

Observation da554bfb-5dfc-4ce5-bd18-f779b4af1430 · outbound

This paper cites Findings of the Association for Computational Linguistics: NAACL 2024 , pages=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Findings of the Association for Computational Linguistics: NAACL 2024 , pages=

Reference 32

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source=arxiv_source observed=2026-08-01T22:39:24.361604Z digest=sha256:27f5758a96b0e6c7970d02533e535c6322aa3664da03bcc54853282380e2d2ed

Observation 5e52b2bd-5708-40cb-ae3b-dd518e5ac4c6 · outbound

This paper cites Qwen3 Technical Report.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Qwen3 Technical Report

Reference 33

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source=arxiv_source observed=2026-08-01T22:39:24.530335Z digest=sha256:a65591c128f6c5dd65b8e438ed02380ec547f137cfaa17275a9e20816a7e1fac

Observation 1175e25a-3558-4526-bba8-0397721bf03c · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 34

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source=arxiv_source observed=2026-08-01T22:39:24.631747Z digest=sha256:de6bbfc1497483ec389138bfc7dbc58c9eda01d9d2650f2dfa4fe058e3545478

Observation 9a7517df-0bb9-4eba-9490-f15c037af659 · outbound

This paper cites Towards General Text Embeddings with Multi-stage Contrastive Learning.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Towards General Text Embeddings with Multi-stage Contrastive Learning

Reference 35

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source=arxiv_source observed=2026-08-01T22:39:24.746619Z digest=sha256:838576ff0f0f0dcc79d7b3b8ded9ebb566e79eebef0bcc4612f787fddcb89cc5

Observation 00d83fe6-868d-48b8-9319-d9c89f0a08ee · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 36

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source=arxiv_source observed=2026-08-01T22:39:24.898799Z digest=sha256:51eead07231e4931f4c042e2b635fb389a12d16ed805936695f419813025cfa6

Observation 072cead8-c0ca-46a9-b537-a2cd6238c51a · outbound

This paper cites ACM Computing Surveys , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval ACM Computing Surveys , volume=

Reference 37

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no resolver link, observed 2026-08-01T22:39:25.039868Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:39:25.039868Z digest=sha256:8ae119086867618493347cace25228d14a3a0f4cc680cd4f4c198b9c3592d958

Observation d3938efc-a0b9-4db6-ad9e-35afca39cf8e · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=

Reference 38

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unresolved
no resolver link, observed 2026-08-01T22:39:25.118685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:39:25.118685Z digest=sha256:7f10f8b71438a38c683a0bf4b0eae85616fd96f38a969f806fb4b37aeeeae65d

Observation bb4336d1-e5ba-4f0e-a5ac-17a4eca75b84 · outbound

This paper cites ACM Computing Surveys , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval ACM Computing Surveys , volume=

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-01T22:39:25.234903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:39:25.234903Z digest=sha256:a2dd22b829a0fbc0705b81b6499ae3f4f553669ad04b6def08ccd1447a2e854e

Observation ccab1083-2a15-4235-9552-5a37928989cc · outbound

This paper cites Machine Intelligence Research , volume=.

PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval Machine Intelligence Research , volume=

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-01T22:39:25.338510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:39:25.338510Z digest=sha256:5e582df5ad95e476e3aadf1c9ba6375710e6989110e6c37a69d4376bbdb24d50

Pith citing papers

No inbound Pith citation observations are available.