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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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=sha256:3f19f32a5ec6f1ba11999d5fd5a03c7a9001d5ab9c4b61a7e765a6dd96e3f624

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:cedd987301d6cb5f796dfb99e435e6629733cec9a2e35f51c3713856f3fc5931

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:aed5dc498fbd1563bb88ab720e1b99bc98b97b77fd08cba3d4cd6eb7ae50c1a6

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=sha256:46e0e8f2e83fc3231d0a9b1b92274f7a3608cb737eb39206889a7e6cfd65f256

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=sha256:6a680b582fd65f93f9c265006ea3952b59de5a3bf3b718d38d24b896c16e55f1

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:f399fb33b84d4ce2ddcfff5328be3cc1bbf7d45c659396341bcab7ca56e07711

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=sha256:5e4d6bec90590eeb5b279cf982b48ec54c5e3bde45ca5482479b9629dca6d661

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:cea86244c9e5554d18746457868cd418092a2a5053ab8c8e70c8fed3c89bb06c

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=sha256:0bd785a521d395d0dac0778aa56cc43ff1374e2e14002c17970ac57d83b79494

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=sha256:65ffa8b62327149ce24425e3061e3acc619a66c93da3d5fa52dd823e010a44c5

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:ed0b2f559293a33d288e6376b6c9f0dab8128247444b5a0af1f2d6bf101d06c3

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=sha256:047145516ad94c11927f10af97f3806844f1b605b0bcff47d3fbbf2819a74a09

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:e4adf7a575828533663bb99c464c89a31539311c33043fd8e51be6f360456efc

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:f525f6cc7d1583d1a3d3cac916b13fbe61bcd90ec96985f555fee394fea2628c

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:c4a8d5b1b403d36e30809030a3246063327e2fa4ad488373128b51e0e9c0085a

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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no resolver link, observed 2026-08-01T22:39:22.345556Z

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source=arxiv_source observed=2026-08-01T22:39:22.345556Z digest=sha256:221aae9cf95af5f729c40e038b8fc60b966f1c6a1ef60d4e37469308765a6139

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=sha256:948d68ee0a52986d912deb055f69ae6176f8a9df8d4d08d0da57de571118f5bc

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:d28cf98e733175aa35ad0b1de131b26cb76ef53877d3efe122fe09d2b7556205

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=sha256:8309d07b1b3c214d4eed2a9aebd752adb822360bd7fbd060d801b1628a91b653

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=sha256:3223d92747b68d38608a3c1d6f9a6fd1142384c756d5a31a75d1dfefed01db89

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=sha256:020e1dd81baf929113e85bf5d35598564f84efdad457baa306fb8dbf7d895a4d

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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source=arxiv_source observed=2026-08-01T22:39:23.196584Z digest=sha256:e5833b036454bc88784b1f6abc2fc44630fe4f745baaceccadd7cd4d08c665ed

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=sha256:1e6304952a111a0b25967d29e07ec1a6305c1068e3ab09518d8e9fc58609bb25

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:e1d28e328621c9704c03552d71402bf8df6b10f4ffd94301a9237f2bf5d3d09a

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=sha256:1581895ae0ea139bcf4b0c10ef21d7a421427117a483ee485c520b2739ff15bc

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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source=arxiv_source observed=2026-08-01T22:39:23.722112Z digest=sha256:a27274c7e7137a723f7f1ca7e227666e034f59eac172039fa4fbffdaa2a71bec

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:cec0f0e91bcb60199cd4e5b87e1d57696b689d32719f4f6f2388574870144562

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:fd4979a9cbb0442a862874721755a182cc424adc40bb10d7de1ddb1bff930020

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=sha256:14f005d9c30fc99a6aded54d9195be7a2d761060843b80c4f5ee6a4334f45032

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:d11ef41f4650cad97d7ce5f578ad005c2f0a3cbe63d72575c83fcabcb0e4ffb5

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=sha256:70d48419f6f587a3b583a3f94fd9ce322883bce41d19ee8ea39e735c31918b3a

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=sha256:7aa1dc94a5ae7a72874b8fd80c3abbc131f2fc847a759c32f23a826e7c992fd5

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=sha256:5ad1ffd2643fc24cfab0d439010c93d95fbcc11279f61a0c78482b91d98b9f3c

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=sha256:0beb1ec053d9523666d8c5a17687d4d36f4d2f238384831000f0f1a376dede9b

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=sha256:6a30b78ff37bf59c2fb847c0185995be8856fcceea82fe559a28ba1177edb321

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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no resolver link, observed 2026-08-01T22:39:24.898799Z

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source=arxiv_source observed=2026-08-01T22:39:24.898799Z digest=sha256:88961ed94a6453611703d27ea368fe317168b04aff9f8805ef9182ca8b05c030

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=sha256:312abbbd2186d6861f17c53610ee4511ff211c5ef734b57fe9cf700797ae371e

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=sha256:2d505cd971cf2a78dec0178975c942d2fb3a87a428dd9d52ca97f9087b917e63

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:a6bcfa46ced7a6ab916e21abd329ce668bd11a6913c2d8e3c1b46254c056f7bd

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=sha256:8add686636aef7ed22b0cf200bcadbe87468d3f6132032722b4f0c1ec2d03ad3

Pith citing papers

No inbound Pith citation observations are available.