Heart-beatsss

GCDDA

StructBias

Code and data for COLING 2022 paper titled "Structural Bias For Aspect Sentiment Triplet Extraction"

lihang-code

《统计学习方法》的代码实现

parser

:rocket: State-of-the-art parsers for natural language.

fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

annotated-transformer

An annotated implementation of the Transformer paper.

stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

DeBERTa

The implementation of DeBERTa

ACLT

BMRC

OTE-MTL

Code and dataset for EMNLP 2020 paper titled "A Multi-task Learning Framework for Opinion Triplet Extraction"

IMN-E2E-ABSA

Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.

MIN2021

[ACL2021] Code for the paper "Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis" in Findings of ACL2021

DM-GCN

doccano

Open source annotation tool for machine learning practitioners.

brat

brat rapid annotation tool (brat) - for all your textual annotation needs

GRACE

The impletation of paper titled GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis

SpanABSA

Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification

DOER

The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction

RACL

Zhuang Chen, Tieyun Qian: Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis. ACL 2020: 3685-3694

FastRE

The code and dataset for "FastRE: Towards Fast Relation Extraction with Convolutional Encoder and Improved Cascade Binary Tagging Framework"

LAL-Parser

Neural Adobe-UCSD Parser, the current State of the Art in Constituency and Dependency Parsing.

direct_parsing_to_sent_graph

ASA-TGCN

EATN

Dataset and code for ”EATN: An Efficient Adaptive Transfer Network for Aspect-level Sentiment Analysis"

BiSyn_GAT_plus

The source code for "BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis"

MAMS-for-ABSA

A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.

SDGCN

Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification

GTS

Code and data for paper "Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction". Aspect opinion pair datasets and aspect triplet datasets.

EMCGCN-ASTE

Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction