Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;

Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.

Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.

Aspect-Sentiment-Opinion Triplet Extraction (ASOTE)

a sample pytorch Implementation of ACL 2021 research paper "Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction".

This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to all kinds of downstream information extraction tasks.

Codes and Datasets for our EMNLP 2021 (main conference) Long Paper titled "PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction"

A Better Choice: Entire-space Datasets for Aspect Sentiment Triplet Extraction

Has a list of all the publicly available datasets for Aspect-based Sentiment Analysis along with the matching subtasks for each.

Automatic Construction of a Chinese Review Dataset for Aspect Sentiment Triplet Extraction via Iterative Weak Supervision

Code and model for the paper "Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction" ACL 2021.