Paper Citation Record · LEDGER

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction

As of 10 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2502.01942.

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

pith.paper-citation-record.v1
2502.01942 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T13:58:14.918655Z

measured 24 of 24 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

24 of 24 outbound references displayed

verified exact5
verified fuzzy14
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7d2152a0-eeeb-4654-90df-e798633570d0 · outbound

This paper cites SemEval-2014 task 4: Aspect based sentiment analysis,.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction SemEval-2014 task 4: Aspect based sentiment analysis,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:58:15.206451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d5b0b8da-bbaa-4e38-b807-52fdf80ce896 · outbound

This paper cites SemEval-2015 task 12: Aspect based sentiment analysis,.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction SemEval-2015 task 12: Aspect based sentiment analysis,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:58:15.196678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1f71ae55-d1c9-4923-887e-87245435b246 · outbound

This paper cites Semeval-2016 task 5: Aspect based sentiment analysis,.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Semeval-2016 task 5: Aspect based sentiment analysis,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T13:58:14.849202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f32cc99-6eb7-42f4-b283-64990119fd45 · outbound

This paper cites Aspect term extraction for sentiment analysis in large movie reviews using gini index feature selection method and svm classifier,.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Aspect term extraction for sentiment analysis in large movie reviews using gini index feature selection method and svm classifier,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:58:15.180809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4775c194-4b6a-4c64-8c36-4a5e11518430 · outbound

This paper cites Aspect Term Extraction with History Attention and Selective Transformation.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Aspect Term Extraction with History Attention and Selective Transformation

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-09T13:58:15.054857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a3192663-a194-4c3a-b472-15ff1e0ddff2 · outbound

This paper cites Exploring sequence-to- sequence learning in aspect term extraction,.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Exploring sequence-to- sequence learning in aspect term extraction,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:58:15.171448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2f1e1661-6f79-4ccb-a65b-961c00491c00 · outbound

This paper cites Multi-task learning for aspect term extraction and aspect sentiment classification,.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Multi-task learning for aspect term extraction and aspect sentiment classification,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:58:15.162046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7aaf6c62-17aa-4e6a-8bbc-45e204955bdc · outbound

This paper cites Transferable interactive memory network for domain adaptation in fine-grained opinion extraction,.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Transferable interactive memory network for domain adaptation in fine-grained opinion extraction,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:58:15.151869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7c4c6951-9c12-4636-a3af-1523fecdb60d · outbound

This paper cites Deep weighted maxsat for aspect- based opinion extraction,.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Deep weighted maxsat for aspect- based opinion extraction,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:58:15.141772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 310c1dd9-d6c3-46d8-978d-5f3770604dd1 · outbound

This paper cites Reasoning over multiplex heterogeneous graph for target-oriented opinion words extraction,.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Reasoning over multiplex heterogeneous graph for target-oriented opinion words extraction,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:58:15.131908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0b209e01-5bbc-478c-968c-88304b4b8245 · outbound

This paper cites Target-specified sequence labeling with multi-head self-attention for target-oriented opin- ion words extraction,.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Target-specified sequence labeling with multi-head self-attention for target-oriented opin- ion words extraction,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:58:15.121637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e34608f1-34cd-4a04-bc0e-a73115896b88 · outbound

This paper cites Knowing what, how and why: A near complete solution for aspect-based sentiment anal- ysis,.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Knowing what, how and why: A near complete solution for aspect-based sentiment anal- ysis,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:58:15.110240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 291900d1-362b-440a-85f5-0a8a6bd7d51a · outbound

This paper cites Position-Aware Tagging for Aspect Sentiment Triplet Extraction.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Position-Aware Tagging for Aspect Sentiment Triplet Extraction

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T13:58:14.882296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b19b6b9d-112c-46c3-bc8a-b9c3c823283d · outbound

This paper cites A Multi-task Learning Framework for Opinion Triplet Extraction.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction A Multi-task Learning Framework for Opinion Triplet Extraction

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-09T13:58:15.030852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 030d7626-a6b4-4e1d-bd8d-6f2fadb09a5a · outbound

This paper cites Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-09T13:58:15.014465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6f9b16e7-8c9e-40f6-b259-0eabaf5f6445 · outbound

This paper cites Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T13:58:14.892833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b50cfd9c-26b9-44bc-b558-fc764e20a6fa · outbound

This paper cites Improving span-based aspect sentiment triplet extraction with part-of-speech filtering and contrastive learning,.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Improving span-based aspect sentiment triplet extraction with part-of-speech filtering and contrastive learning,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:58:15.099297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 35b9727a-a37b-49a9-a83e-8b877c86c37d · outbound

This paper cites Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T13:58:14.899354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43d8a4b4-647d-45d3-bc67-ed4f1f497c6b · outbound

This paper cites Boundary-driven table-filling for aspect sentiment triplet extrac- tion,.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Boundary-driven table-filling for aspect sentiment triplet extrac- tion,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:58:15.088212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 991b6fd5-7e29-45c2-88ac-718dbc92db9e · outbound

This paper cites Rethinking ASTE: A Minimalist Tagging Scheme Alongside Contrastive Learning.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Rethinking ASTE: A Minimalist Tagging Scheme Alongside Contrastive Learning

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-09T13:58:14.976531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 13a0136c-740a-46b4-83c1-5ebe69f1337b · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T13:58:14.909286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edf45cb7-69cf-40c3-87e4-c05fe861c5c4 · outbound

This paper cites Enhanced multi-channel graph convolutional network for aspect sentiment triplet extraction,.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Enhanced multi-channel graph convolutional network for aspect sentiment triplet extraction,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:58:15.077612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 33e0158f-012b-40b2-a87d-833254d9e125 · outbound

This paper cites Bidirectional machine reading comprehension for aspect sentiment triplet extraction,.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Bidirectional machine reading comprehension for aspect sentiment triplet extraction,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:58:15.065711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 395daafa-fb7d-47a0-b1c4-34430bb98a08 · outbound

This paper cites A Unified Generative Framework for Aspect-Based Sentiment Analysis.

Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction A Unified Generative Framework for Aspect-Based Sentiment Analysis

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-09T13:58:14.951866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.