Paper Citation Record · LEDGER

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis

As of 21 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 3 inbound Pith citation observations for arXiv:2506.12991.

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

pith.paper-citation-record.v1
2506.12991 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:43:08.146975Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:59:28.400529Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T13:25:56.004812Z

Reference resolution

61 of 61 outbound references displayed

verified exact2
verified fuzzy1
unresolved58
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 942a433b-85c7-468c-8c72-faf951675657 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:13.084734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 743f1a3e-b949-4b41-a798-b4818d34e805 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:04.650508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b05c323c-09d6-4559-899e-2877fab9e4a6 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:04.730528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e516cc22-c0b9-43d5-979c-233bc093e61d · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:13.046947Z

Source-reported events for the cited work

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Observation 72057114-e306-4a5b-b150-300ca3f9fe25 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:13.028598Z

Source-reported events for the cited work

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Observation 5b9458bb-ea64-4b9a-bc34-523d2d82c28e · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:13.015859Z

Source-reported events for the cited work

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Observation ecc0a669-a0d6-43a0-931f-184948bff9f6 · outbound

This paper cites Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:04.989994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b98fd2b6-fd8a-4d02-8c63-3509093bc667 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:13.002577Z

Source-reported events for the cited work

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Observation a20097c3-eb60-4797-90b1-0328ba9cc78f · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:12.987099Z

Source-reported events for the cited work

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Observation 5ce38365-af26-48d4-b4c6-d920dcad504b · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:12.974387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 55aa43d8-b267-4325-b9ef-ee44e9aee41b · outbound

This paper cites Iterative Data Generation with Large Language Models for Aspect-based Sentiment Analysis.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Iterative Data Generation with Large Language Models for Aspect-based Sentiment Analysis

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:05.229980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acf27756-07d9-48c0-b5f7-cd7f53cfbb24 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:05.316678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d61845f-8507-4644-a9da-06ab13989e6c · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 13

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Source-reported events for the cited work

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Observation f1f85e3c-d431-4711-99ff-498d98f340d8 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:12.934541Z

Source-reported events for the cited work

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Observation 0e6c4094-9b4e-44dc-8344-08601cd1e949 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:05.530944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4eee2d1-7ef0-4134-981f-f507a22bf7fa · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:12.887903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 30acc78e-3ab1-4d1f-84b9-04eb110a645c · outbound

This paper cites PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:05.664555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 872efd25-88c1-4c4b-8913-721492fb76fa · outbound

This paper cites Yu, and Lijie Wen.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Yu, and Lijie Wen

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:05.749127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f48e10c2-9530-4a5c-99a4-1865bfb6f8af · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:12.723404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 581bab6e-1517-44e6-9990-3bade7621d73 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:12.557557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 49639aca-985c-4115-8ef9-f00ec51c0e4e · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Efficient Estimation of Word Representations in Vector Space

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:05.962973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3f2294d-dbcd-459c-bfc2-6a6f8c77279c · outbound

This paper cites A Hybrid Approach To Aspect Based Sentiment Analysis Using Transfer Learning.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis A Hybrid Approach To Aspect Based Sentiment Analysis Using Transfer Learning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:05.982794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe922bb9-dfc8-4703-8cb3-883ee5a5f2fe · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 23

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Source-reported events for the cited work

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Observation 413c121f-bce8-4a3e-b493-7ee1469ed20d · outbound

This paper cites Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer

Reference 24

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Source-reported events for the cited work

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Observation dd1a6546-38c0-4b35-a1c7-2eb77f8dd380 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:12.172337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c10f127b-7bc8-4992-8256-aafbb2fd9154 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 26

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Unavailable: canonical work link unavailable.

Observation b3c47376-a04b-4783-8ca3-0fea0165697e · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 27

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Source-reported events for the cited work

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Observation a340e721-1da1-44ea-9e82-66d3314a2c72 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 28

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 71543599-072f-4990-9eed-da22d4650b81 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 29

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Observation 306a4d32-3d5d-4155-84b5-04ed8f18d484 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 30

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This paper cites Large language models for aspect-based sentiment analysis.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Large language models for aspect-based sentiment analysis

Reference 31

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This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 32

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Observation 8c376ec1-fbc7-4670-9846-38e968b4a7ac · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 33

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Observation 05738b90-f4d6-42a3-ba64-b52cf1a1d1e7 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

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Source-reported events for the cited work

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Observation f8187ff8-800c-4bc1-b6b7-ac6c9c607fc8 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:11.068976Z

Source-reported events for the cited work

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Observation ee0b8795-2d13-42b0-a55f-ef0414ada411 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

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Observation 651f47ee-1b08-483d-bf44-5511c551a3c4 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

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Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Hashimoto

Reference 38

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Observation 5c13cea3-6204-4924-95b6-fce2fc5d810a · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

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This paper cites Representation Decomposition for Learning Similarity and Contrastness Across Modalities for Affective Computing.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Representation Decomposition for Learning Similarity and Contrastness Across Modalities for Affective Computing

Reference 40

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Observation 0dd133be-beea-41d1-ab2b-f5bbfb90804c · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

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Observation 088f22c9-07fd-4a43-a42e-b1b3a6dcd953 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 42

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Observation ddcb03e3-9a19-476b-827a-e9a6427136e0 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 43

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Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9aa12561-365f-4914-8734-4f03e29e4127 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 45

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Observation 137faf90-b143-4dbf-bdde-fac7ec315355 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 46

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Observation b82d8d00-3cc6-49e8-bb82-aacb1d562020 · outbound

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Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 47

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Observation 23580f16-45ba-4c29-8a26-526d8c886076 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:09.539343Z

Source-reported events for the cited work

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Observation 776fefd1-60d6-4794-88fb-3a0970989008 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:09.304489Z

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Observation 7f660df0-a7b8-42a6-a14a-57c421f1c3be · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 50

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Observation 6e66c2ce-4bb2-45fa-a152-f57eea444509 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 51

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Source-reported events for the cited work

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Observation 769f2eed-8ea8-422f-86bf-f6b6aefbbe9d · outbound

This paper cites Qwen2.5 Technical Report.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Qwen2.5 Technical Report

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:07.658865Z

Source-reported events for the cited work

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Observation d57c78af-f826-49c1-ba3c-23c8d0c6125f · outbound

This paper cites an unresolved cited work.

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Reference 53

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ec24077f-1de3-458b-91ce-1ff4a7aaccdc · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8400b96f-4de1-4992-a389-61d43f349559 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:08.887314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b2f463c3-7198-4346-b8a6-59d384a6f838 · outbound

This paper cites an unresolved cited work.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 56

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Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 57

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Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Unresolved cited work

Reference 58

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This paper cites Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis

Reference 59

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:43:08.374536Z

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

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis

Reference 60

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This paper cites ZZU-NLP at SIGHAN-2024 dimABSA Task: Aspect-Based Sentiment Analysis with Coarse-to-Fine In-context Learning.

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis ZZU-NLP at SIGHAN-2024 dimABSA Task: Aspect-Based Sentiment Analysis with Coarse-to-Fine In-context Learning

Reference 61

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Pith citing papers

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Balanced Training Data Augmentation for Aspect-Based Sentiment Analysis cites this paper.

Balanced Training Data Augmentation for Aspect-Based Sentiment Analysis Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis

Reference 40

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Text Reinforcement for Multimodal Time Series Forecasting cites this paper.

Text Reinforcement for Multimodal Time Series Forecasting Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis

Reference 89

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The Grammar of Transformers: A Systematic Review of Interpretability Research on Syntactic Knowledge in Language Models cites this paper.

The Grammar of Transformers: A Systematic Review of Interpretability Research on Syntactic Knowledge in Language Models Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis

Reference 32

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