Paper Citation Record · LEDGER

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis

As of 9 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2505.21040.

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

pith.paper-citation-record.v1
2505.21040 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:46:21.191335Z

measured 36 of 36 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

36 of 36 outbound references displayed

verified exact1
verified fuzzy31
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 01d052a9-eb68-4335-bc8f-410fe7a74d6e · outbound

This paper cites Aspect-category-opinion-sentiment quadruple extraction with implicit aspects and opinions.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Aspect-category-opinion-sentiment quadruple extraction with implicit aspects and opinions

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:26.772842Z

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 15229995-978c-47e1-bd7c-127921b00c65 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understand- ing.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Bert: Pre-training of deep bidirectional transformers for language understand- ing

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:26.575183Z

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 4319abac-212b-4934-85bb-183ea05c3052 · outbound

This paper cites A survey on contrastive self-supervised learn- ing.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis A survey on contrastive self-supervised learn- ing

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:26.224613Z

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 cad6399b-c047-46ac-9ac8-5d1968821bf5 · outbound

This paper cites Enhanc- ing aspect-based sentiment analysis with supervised con- trastive learning.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Enhanc- ing aspect-based sentiment analysis with supervised con- trastive learning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:25.499281Z

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 6d494feb-7b72-4c90-b76d-ef0e588631a1 · outbound

This paper cites Sentiment analysis and opinion min- ing.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Sentiment analysis and opinion min- ing

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:25.004920Z

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 69e99537-1728-4144-b158-8a255101e007 · outbound

This paper cites Text2nkg: Fine-grained n-ary re- lation extraction for n-ary relational knowledge graph con- struction.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Text2nkg: Fine-grained n-ary re- lation extraction for n-ary relational knowledge graph con- struction

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:24.617314Z

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 120f09dc-163f-4740-9cb7-2a400a31b6e6 · outbound

This paper cites A span-based model for aspect terms extraction and aspect sentiment classification.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis A span-based model for aspect terms extraction and aspect sentiment classification

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:24.400863Z

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 8acc8f30-d456-4401-a932-0c897cc8b1d2 · outbound

This paper cites Efficient hybrid generation framework for aspect-based sentiment analysis.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Efficient hybrid generation framework for aspect-based sentiment analysis

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:24.221225Z

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 7439439e-da3d-40e6-bfd0-6c1cd3518b7e · outbound

This paper cites Open domain targeted sentiment.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Open domain targeted sentiment

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:24.029374Z

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 21723f4e-efc5-41e3-998f-78b1aaced510 · outbound

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

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Semeval-2014 task 4: Aspect based sentiment analysis

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:23.683458Z

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 73f85766-79cd-4ba8-9bc4-c1b6008d5bbc · outbound

This paper cites Semeval-2015 task 12: Aspect based sentiment anal- ysis.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Semeval-2015 task 12: Aspect based sentiment anal- ysis

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:23.503660Z

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 4edf3393-c9ca-4dfc-9e73-f56f06274e06 · outbound

This paper cites Dependency graph enhanced dual- transformer structure for aspect-based sentiment classifi- cation.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Dependency graph enhanced dual- transformer structure for aspect-based sentiment classifi- cation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:22.915596Z

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 7afcf430-de21-4bd0-9b3a-d848b598509c · outbound

This paper cites Recursive neural condi- tional random fields for aspect-based sentiment analysis.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Recursive neural condi- tional random fields for aspect-based sentiment analysis

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:22.759285Z

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 ad7f1909-e5a2-4baa-8a83-9473d0d2b3ef · outbound

This paper cites Is ChatGPT a Good Sentiment Analyzer? A Preliminary Study.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Is ChatGPT a Good Sentiment Analyzer? A Preliminary Study

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T13:46:20.436168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0bf0a48-23b9-4b52-82a3-747d571efe15 · outbound

This paper cites Chain-of-thought prompting elicits rea- soning in large language models.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Chain-of-thought prompting elicits rea- soning in large language models

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:22.579188Z

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 2e9ff9d4-b375-4c20-8804-2e9a84f0d649 · outbound

This paper cites Learning span-level interactions for aspect sentiment triplet extraction.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Learning span-level interactions for aspect sentiment triplet extraction

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:22.294606Z

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 3eb5154d-925a-46ec-9a50-e234ee77f2ff · outbound

This paper cites Constituency lattice en- coding for aspect term extraction.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Constituency lattice en- coding for aspect term extraction

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:22.152958Z

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 af636a0c-6011-4010-8518-4b912f24fb89 · outbound

This paper cites Knowledge-based multiple adaptive spaces fusion for recommendation.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Knowledge-based multiple adaptive spaces fusion for recommendation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:22.013436Z

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 46e18c07-cde7-4715-b7de-ae2c985bc1da · outbound

This paper cites Contrastive data and learn- ing for natural language processing.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Contrastive data and learn- ing for natural language processing

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:21.795715Z

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 0e1f17e3-1b68-45b8-9763-26e4dc24356a · outbound

This paper cites SPikE-SSM: A Sparse, Precise, and Efficient Spiking State Space Model for Long Sequences Learning.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis SPikE-SSM: A Sparse, Precise, and Efficient Spiking State Space Model for Long Sequences Learning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:46:20.968379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7779fe8-fddf-46fa-8438-ca936a978d34 · outbound

This paper cites Ctd-inpainting: Towards the coherence of text-driven inpainting with blended diffusion.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Ctd-inpainting: Towards the coherence of text-driven inpainting with blended diffusion

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:21.705082Z

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 ece73cd7-17b2-40a8-ade2-cd8a3b80f3a8 · outbound

This paper cites A span-based joint model for opinion target extraction and target sentiment classifi- cation.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis A span-based joint model for opinion target extraction and target sentiment classifi- cation

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:21.588352Z

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 499ef3a0-d9b5-40cb-b3e2-a480f3fae58c · outbound

This paper cites A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T13:46:21.132167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a585f5c-e1b8-4331-b6e2-dba1df7bdb10 · outbound

This paper cites Pinpointing diffusion grid noise to enhance aspect sentiment quad prediction.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Pinpointing diffusion grid noise to enhance aspect sentiment quad prediction

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:21.472833Z

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 570772e8-dd78-43e6-af90-10bb1e07f1e4 · outbound

This paper cites Doer: Dual cross-shared rnn for aspect term-polarity co-extraction.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Doer: Dual cross-shared rnn for aspect term-polarity co-extraction

Reference 2012

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:24.781491Z

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 5a55b7b2-3ea2-49e6-8339-bee60c7ba331 · outbound

This paper cites Aspect-based sentiment analysis: approaches, applications, challenges and trends.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Aspect-based sentiment analysis: approaches, applications, challenges and trends

Reference 2013

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:23.874390Z

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 39ecf331-852f-472c-8593-b395797c5ff6 · outbound

This paper cites Dual- channel span for aspect sentiment triplet extraction.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Dual- channel span for aspect sentiment triplet extraction

Reference 2014

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:25.800923Z

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 20f7df25-8abf-47bc-8881-5896fb3f4f2e · outbound

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

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Semeval-2016 task 5: Aspect based sentiment analysis

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:23.312945Z

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 6306df58-76a0-42b4-b0f3-be52e7145387 · outbound

This paper cites MiniConGTS: A near ulti- mate minimalist contrastive grid tagging scheme for aspect sentiment triplet extraction.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis MiniConGTS: A near ulti- mate minimalist contrastive grid tagging scheme for aspect sentiment triplet extraction

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:23.131104Z

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 864c10f6-6dab-4490-9428-0646fd0d54f1 · outbound

This paper cites Open-domain targeted senti- ment analysis via span-based extraction and classification.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Open-domain targeted senti- ment analysis via span-based extraction and classification

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:26.389317Z

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 2be0dd06-64b7-4901-8e93-3d3e96546177 · outbound

This paper cites Survey on absa based on machine learning, deep learning and transfer learning approach.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Survey on absa based on machine learning, deep learning and transfer learning approach

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:25.947276Z

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 38979fe3-d4b3-46cb-aacf-db5e5b9788da · outbound

This paper cites A shared- private representation model with coarse-to-fine extraction for target sentiment analysis.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis A shared- private representation model with coarse-to-fine extraction for target sentiment analysis

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:25.264034Z

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 0f12a02f-8aca-4d41-bdcf-15bb554ebab5 · outbound

This paper cites Triplet contrastive learning for aspect level sentiment classification.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Triplet contrastive learning for aspect level sentiment classification

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:22.458040Z

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 64723e1f-77f1-4491-b9ed-8bdb66370d02 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Adam: A Method for Stochastic Optimization

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T13:46:19.155930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77f1eebe-b147-4b9b-8627-2a71a9b8b486 · outbound

This paper cites FairDgcl: Fairness-aware Recommendation with Dynamic Graph Contrastive Learning.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis FairDgcl: Fairness-aware Recommendation with Dynamic Graph Contrastive Learning

Reference 2024

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:46:21.370565Z

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 0274c1eb-bd38-4393-8618-34e2ef07ab2d · outbound

This paper cites Neural networks for open domain targeted sentiment.

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis Neural networks for open domain targeted sentiment

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:46:21.874615Z

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.