Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/ChatGPT (gpt-3.5-turbo, zero-shot)

ChatGPT (gpt-3.5-turbo, zero-shot)

Reported on 8 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing8 results

Sentiment AnalysisonTASD
F1 (R16)· 2023-05-22
34.08
best: 72.76 (MvP)
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction arXiv:2305.12627
Sentiment AnalysisonASTE
F1 (L14)· 2023-05-22
36.05
best: 65.3 (MvP (multi-task))
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction arXiv:2305.12627
Sentiment AnalysisonACOS
F1 (Restaurant)· 2023-05-22
27.11
best: 61.54 (MvP)
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction arXiv:2305.12627
Sentiment AnalysisonASQP
F1 (R15)· 2023-05-22
22.87
best: 52.21 (MvP (multi-task))
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction arXiv:2305.12627
Aspect-Based Sentiment Analysis (ABSA)onTASD
F1 (R16)· 2023-05-22
34.08
best: 72.76 (MvP)
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction arXiv:2305.12627
Aspect-Based Sentiment Analysis (ABSA)onASTE
F1 (L14)· 2023-05-22
36.05
best: 65.3 (MvP (multi-task))
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction arXiv:2305.12627
Aspect-Based Sentiment Analysis (ABSA)onACOS
F1 (Restaurant)· 2023-05-22
27.11
best: 61.54 (MvP)
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction arXiv:2305.12627
Aspect-Based Sentiment Analysis (ABSA)onASQP
F1 (R15)· 2023-05-22
22.87
best: 52.21 (MvP (multi-task))
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction arXiv:2305.12627