The official tool for creating proceedings for conferences of the Association for Computational Linguistics (ACL).

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting has…

📚 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

An Open-Source Package for Knowledge Embedding (KE)

PyTorch code for SpERT: Span-based Entity and Relation Transformer

Source code of the paper "Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction, ACL 2020."

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

Pytorch reimplement of the paper "A Novel Cascade Binary Tagging Framework for Relational Triple Extraction" ACL2020. The original code is written in keras.

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

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

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.

100+ Chinese Word Vectors 上百种预训练中文词向量

Implementation and data for the published paper "Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis".

Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms

Transition-based Directed Graph Direction for Emotion-Cause Pair Extraction

[ACL2020] Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair Extraction

Google Research

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

[AAAI 2020] Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction

📖 收集NLP领域相关的数据集、论文、开源实现，尤其是情感分析、情绪原因识别、评价对象和评价词抽取方面。

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

搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。

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

Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"

Code and data for "Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling" (NAACL2019)