Paper Citation Record · LEDGER

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction

As of 6 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2607.08080.

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

pith.paper-citation-record.v1
2607.08080 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T00:31:01.503923Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

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

measured 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

34 of 34 outbound references displayed

verified exact2
verified fuzzy19
unresolved10
parse uncertain1
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5f3ee59d-6d8d-4919-b53c-47f588431024 · outbound

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

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.785624Z

Source-reported events for the cited work

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

Observation af3823e7-92ce-4212-818e-ea6905d08718 · outbound

This paper cites Proceedings of EMNLP , pages=.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Proceedings of EMNLP , pages=

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.775014Z

Source-reported events for the cited work

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

Observation 5b936549-e0fb-41b4-9cb7-a8b4c381d354 · outbound

This paper cites an unresolved cited work.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-07-10T01:06:40.787286Z

Source-reported events for the cited work

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

Observation ccfd6050-8364-40a4-88a9-aac8a63844f4 · outbound

This paper cites Findings of EMNLP , pages=.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Findings of EMNLP , pages=

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.752919Z

Source-reported events for the cited work

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

Observation f62df9ae-b60a-4a4f-979e-0186d8f86be1 · outbound

This paper cites Proceedings of ACL , pages=.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Proceedings of ACL , pages=

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.742076Z

Source-reported events for the cited work

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

Observation 75fb50d6-3fa0-4ed0-9ace-eb3a053e95ce · outbound

This paper cites Proceedings of ACL , pages=.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Proceedings of ACL , pages=

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.747423Z

Source-reported events for the cited work

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

Observation 6dcd1bfc-8432-47b1-bb37-21588910735a · outbound

This paper cites Proceedings of ACL , pages=.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Proceedings of ACL , pages=

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.743896Z

Source-reported events for the cited work

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

Observation bf456c75-0119-4dd6-8779-d18c6935a0a1 · outbound

This paper cites an unresolved cited work.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-07-10T01:06:40.745610Z

Source-reported events for the cited work

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

Observation 0b899201-7bf5-4cdb-9c2f-66b8c6f7823a · outbound

This paper cites an unresolved cited work.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-07-10T01:06:40.783942Z

Source-reported events for the cited work

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

Observation c03f8e3b-2337-474c-9340-6fc9fe5adecf · outbound

This paper cites Proceedings of ICML , year=.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Proceedings of ICML , year=

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.771694Z

Source-reported events for the cited work

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

Observation 69c6f075-4822-46ac-80e0-a0bc2a8ce307 · outbound

This paper cites an unresolved cited work.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-07-10T01:06:40.758362Z

Source-reported events for the cited work

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

Observation ccdaaa87-55af-49ed-8c9d-6ff0aed3dbf2 · outbound

This paper cites an unresolved cited work.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-07-10T01:06:40.740270Z

Source-reported events for the cited work

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

Observation f96764cd-feb4-4baa-a88e-56dfc6811ba1 · outbound

This paper cites arXiv preprint arXiv:2511.13118 , year=.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction arXiv preprint arXiv:2511.13118 , year=

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-10T00:36:39.464792Z

Source-reported events for the cited work

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

Observation ee61e21e-e907-424b-a014-37e68852a83c · outbound

This paper cites an unresolved cited work.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-07-10T01:06:40.756447Z

Source-reported events for the cited work

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

Observation 12d9533a-d5ed-4bd6-8083-292d7f424d74 · outbound

This paper cites an unresolved cited work.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-07-10T01:06:40.770125Z

Source-reported events for the cited work

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

Observation ebe3de32-af5f-4179-8e26-476c89ed4502 · outbound

This paper cites Debating Truth: Debate-Driven Claim Verification with Multiple.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Debating Truth: Debate-Driven Claim Verification with Multiple

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.763394Z

Source-reported events for the cited work

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

Observation d7442b53-777b-4ad6-b08e-0ad48744201f · outbound

This paper cites an unresolved cited work.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Unresolved cited work

Reference 17

Resolution: parse uncertain; raw_fallback, observed 2026-07-10T01:06:40.780552Z

Source-reported events for the cited work

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

Observation 1155d25f-7bc4-4d36-a201-48e65c4f744c · outbound

This paper cites Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.782243Z

Source-reported events for the cited work

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

Observation 4fc8d755-8069-4677-9f14-129ecde3ab44 · outbound

This paper cites Why Do Multi-Agent.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Why Do Multi-Agent

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.776782Z

Source-reported events for the cited work

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

Observation 3f86eadc-0580-47bc-ba69-5f292ec9bd1b · outbound

This paper cites Proceedings of NeurIPS , year=.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Proceedings of NeurIPS , year=

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.760003Z

Source-reported events for the cited work

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

Observation 0303323d-8b05-424c-8f84-3d89472c0e54 · outbound

This paper cites Proceedings of ICLR , year=.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Proceedings of ICLR , year=

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.761746Z

Source-reported events for the cited work

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

Observation ddedd1fc-b5d4-4dda-980a-761b40606e16 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Training Verifiers to Solve Math Word Problems

Reference 22

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:36:39.467740Z

Source-reported events for the cited work

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

Observation 3f3d7f8b-8e5b-4d2d-bedd-873a2dde5872 · outbound

This paper cites Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:36:39.459046Z

Source-reported events for the cited work

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

Observation 655df97c-bccc-4d7f-b806-ffcb43ab6ec5 · outbound

This paper cites DeepSeek-V3 Technical Report.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction DeepSeek-V3 Technical Report

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:36:39.461869Z

Source-reported events for the cited work

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

Observation 39291ee0-d099-454f-8b4e-ece87303cadc · outbound

This paper cites an unresolved cited work.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-07-10T01:06:40.773269Z

Source-reported events for the cited work

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

Observation 5992b208-c4ac-46c4-9c6d-28fcc3084b79 · outbound

This paper cites an unresolved cited work.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-07-10T01:06:40.768476Z

Source-reported events for the cited work

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

Observation 7eaa2537-e9e4-4cfa-a331-e972cf777b7a · outbound

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

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Findings of the Association for Computational Linguistics: NAACL 2024 , pages=

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.766880Z

Source-reported events for the cited work

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

Observation af0b75dd-3cc1-4f8c-b815-6c7014c42cb1 · outbound

This paper cites Proceedings of the 31st international conference on computational linguistics , pages=.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Proceedings of the 31st international conference on computational linguistics , pages=

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.754700Z

Source-reported events for the cited work

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

Observation c8fe2e7d-6ec7-4a63-8f1d-e934ed4d4b64 · outbound

This paper cites Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) , pages=.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) , pages=

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.751183Z

Source-reported events for the cited work

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

Observation fdd9f33b-53a6-4779-946a-cf211e3e9178 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year=.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Advances in Neural Information Processing Systems (NeurIPS) , year=

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.789136Z

Source-reported events for the cited work

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

Observation d75471d4-cb1e-4e6f-a376-999914a87f8a · outbound

This paper cites an unresolved cited work.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-07-10T01:06:40.765145Z

Source-reported events for the cited work

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

Observation 809ded5a-0072-469b-9bde-43858563b412 · outbound

This paper cites Proceedings of the 10th International Workshop on Semantic Evaluation , pages=.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Proceedings of the 10th International Workshop on Semantic Evaluation , pages=

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.790858Z

Source-reported events for the cited work

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

Observation 22c0170d-3c1f-4b18-9586-ea197fe48c17 · outbound

This paper cites Proceedings of the 57th annual meeting of the association for computational linguistics , pages=.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Proceedings of the 57th annual meeting of the association for computational linguistics , pages=

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.749274Z

Source-reported events for the cited work

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

Observation 5b004e96-691d-4db8-8a13-04c43cb95b4b · outbound

This paper cites Proceedings of the AAAI conference on artificial intelligence , volume=.

MASTE: A Multi-Agent Pipeline for Zero-Shot Aspect Sentiment Triplet Extraction Proceedings of the AAAI conference on artificial intelligence , volume=

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:06:40.778611Z

Source-reported events for the cited work

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

Pith citing papers

No inbound Pith citation observations are available.