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absa-bert-pair

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

absa-pytorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

aggcn

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

bartabsa

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bert

TensorFlow code and pre-trained models for BERT

bert-crf

之江-电商评论观点挖掘的比赛，基于pytorch-transformers版本，暂时只实现了BERT做aspect+opinion+属性分类+情感极性的联合标注，还未加上CRF。

bert-dann

bert-flow

TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)

bert-for-cybersecurity-ner

An implementation of BERT for cybersecurity named entity recognition

cappronet

Our NIPS18 paper "CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces" contains details about this project.

capsule_text_classification

casrel

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

categorybuilder

deep-atrous-cnn-sentiment

Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications

deep-learning-nlp-rl-papers

Recent Deep Learning papers in NLU and RL

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gcae

graph-convolutional

hatn

Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)

homework

Imitation Learning Homework 1

jointbert

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

mem_absa

Aspect Based Sentiment Analysis using End-to-End Memory Networks

models

Models and examples built with TensorFlow

multi-label-text-classification

Tensorflow+bilstm+attention+multi label text classify

multilabel-classification

Multi-label classification of the Reuters-21578 dataset

neural-dep-srl

A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling

newsrecommendation

Implementations of some methods in news recommendation.

nrms-bert

Neural News Recommendation with Multi-Head Self-Attention using BERT

numnet_plus

This is the official code repository for NumNet+(https://leaderboard.allenai.org/drop/submission/blu418v76glsbnh1qvd0)