← Aspect-Based Sentiment Analysis (ABSA)
평가 기록
과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.
표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.
| 모델 | 원본 지표·값 | 논문 | 구현 |
|---|---|---|---|
| MT-ISA |
|
Multi-Task Learning with LLMs for Implicit Sentiment Analysis: Data-level and Task-level Automatic Weight Learning 2024-12-12 |
연결 없음 |
| RVISA |
|
RVISA: Reasoning and Verification for Implicit Sentiment Analysis 2024-07-02 |
연결 없음 |
| LSA+DeBERTa-V3-Large |
|
LSA: Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation 2021-10-16 |
코드 1 |
| MaskedABSA |
|
Masking The Bias : From Echo Chambers to Large Scale Aspect-Based Sentiment Analysis 2024-09-02 |
코드 1 |
| LCF-ATEPC |
|
A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction 2019-12-17 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 |
| DPL-BERT |
|
Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis 2022-03-14 |
코드 1 |
| RoBERTa+MLP |
|
Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa 2021-04-11 |
코드 1 |
| KaGRMN-DSG |
|
Understand me, if you refer to Aspect Knowledge: Knowledge-aware Gated Recurrent Memory Network 2021-08-05 |
코드 1 |
| YORO |
|
You Only Read Once: Constituency-Oriented Relational Graph Convolutional Network for Multi-Aspect Multi-Sentiment Classification 2024-03-24 |
코드 1 |
| BERT-ADA |
|
Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification 2019-08-30 |
코드 1 · 코드 2 · 코드 3 |
| RGAT+ |
|
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network 2020-02-22 |
코드 1 |
| PH-SUM |
|
Improving BERT Performance for Aspect-Based Sentiment Analysis 2020-10-22 |
코드 1 · 코드 2 |
| BAT |
|
Adversarial Training for Aspect-Based Sentiment Analysis with BERT 2020-01-30 |
코드 1 · 코드 2 · 코드 3 · 코드 4 |
| SDGCN-BERT |
|
Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification 2019-06-11 |
코드 1 |
| BERT-SPC |
|
Attentional Encoder Network for Targeted Sentiment Classification 2019-02-25 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 |
| AEN-BERT |
|
Attentional Encoder Network for Targeted Sentiment Classification 2019-02-25 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 |
| BERT-PT |
|
BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis 2019-04-03 |
코드 1 |
| InstructABSA |
|
InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis 2023-02-16 |
코드 1 |
| MCRF-SA |
|
Aspect Based Sentiment Analysis with Aspect-Specific Opinion Spans 2020-10-06 |
코드 1 |
| HAPN |
|
Hierarchical Attention Based Position-Aware Network for Aspect-Level Sentiment Analysis 2018-10-01 |
코드 1 |
| IMN |
|
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis 2019-06-17 |
코드 1 · 코드 2 · 코드 3 |
| TNet-ATT(+AS) |
|
Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis 2019-06-04 |
코드 1 |
| MGAN |
|
Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification 2018-11-16 |
코드 1 |
| TNet-LF |
|
Transformation Networks for Target-Oriented Sentiment Classification 2018-05-03 |
코드 1 · 코드 2 |
| SA-LSTM-P |
|
Learning Latent Opinions for Aspect-Level Sentiment Classification 2018-04-01 |
코드 1 |
| MGAN |
|
Multi-grained Attention Network for Aspect-Level Sentiment Classification 2018-10-01 |
코드 1 |
| LCR-Rot |
|
Left-Center-Right Separated Neural Network for Aspect-based Sentiment Analysis with Rotatory Attention 2018-02-03 |
코드 1 |
| BILSTM-ATT-G (TSSVAE) |
|
Variational Semi-supervised Aspect-term Sentiment Analysis via Transformer 2018-10-24 |
연결 없음 |
| BBLSTM-SL |
|
Aspect-Based Sentiment Analysis Using Bitmask Bidirectional Long Short Term Memory Networks 2018-05-01 |
연결 없음 |
| AOA |
|
Aspect Level Sentiment Classification with Attention-over-Attention Neural Networks 2018-04-18 |
코드 1 · 코드 2 |