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Awesome Relation Extraction ⭐ 831

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

Question Generation Paper List ⭐ 429

A summary of must-read papers for Neural Question Generation (NQG)

Acl2018 Semantic Parsing Tutorial ⭐ 371

Materials from the ACL 2018 tutorial on neural semantic parsing

Nn4nlp Concepts ⭐ 297

A repository of concepts related to neural networks for NLP

Nonautoreggenprogress ⭐ 290

Tracking the progress in non-autoregressive generation (translation, transcription, etc.)

Hscrf Pytorch ⭐ 261

ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://aclweb.org/anthology/P18-2038)

Nlp Papers ⭐ 248

Papers I have read, mainly about NLP. Welcome everyone to supplement in issue.

What I Have Read ⭐ 149

Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers

Neural Belief Tracker ⭐ 139

Fully Statistical Neural Belief Tracker (Mrkšić and Vulić, ACL 2018)

Zero -- A neural machine translation system

Nlp Thu ⭐ 126

NLP Course Material & QA

Atpapers ⭐ 105

Worth-reading papers and related resources on attention mechanism, Transformer and pretrained language model (PLM) such as BERT. 值得一读的注意力机制、Transformer和预训练语言模型论文与相关资源集合

This is the PyTorch implementation of the ACL 2019 paper RankQA: Neural Question Answering with Answer Re-Ranking.

Converse_reading_cmr ⭐ 72

code, data, and model for ACL-19 paper "Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading"

Interpretablenlp ⭐ 70

A list of publications on NLP interpretability (Welcome PR)

Crosslingula Kg Matching ⭐ 66

This is the code for ACL paper "Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network"

UNF(Universal NLP Framework)

Word Sense Disambiguation ⭐ 57

Incorporating Dictionary Knowledge into Neural Word Sense Disambiguation(ACL 2018)

Acl2017 Neural_end2end_am ⭐ 56

Accompanying code for our ACL-2017 publication on Neural End-to-End Learning for Computational Argumentation Mining

Acl2019 Odee ⭐ 54

This is the code for our ACL 2019 paper "Open Domain Event Extraction Using Neural Latent Variable Models"

Code for ACL'20 paper "Efficient Second-Order TreeCRF for Neural Dependency Parsing" and IJCAI'20 paper "Fast and Accurate Neural CRF Constituency Parsing".

Personal Emotional Dialogue System ⭐ 37

paper list for dialogue system

Text Summarization ⭐ 34

Abstractive and Extractive Deep Learning Methods for Text Summarisation

Search-based-Neural-Structured-Learning-for-Sequen

Curriculum Learning Paperlist Materials ⭐ 25

Curriculum Learning related papers and materials

Papers On Neural Relation Extraction ⭐ 23

Implementation of "Effective Adversarial Regularization for Neural Machine Translation", ACL 2019

Nntransitionsegmentor ⭐ 17

Transition-based word segmentation using neural networks based on package https://github.com/SUTDNLP/LibN3L

Acl2020 Paper Code Blog ⭐ 14

🗂 ACL2020 的论文、代码和博客（持续更新中...）

Text Generation ⭐ 12

Nlp Repository ⭐ 10

A curated list of resources about NLP

Nlp Important Papers ⭐ 9

Paper Reading ⭐ 9

Paper Reading Summary(mainly NLP related papers)

Text Matching ⭐ 7

Dialogue Generation ⭐ 6

A Paper List for Open-Domain Dialogue Generation, and related datasets.

Nlp Interpretation ⭐ 6

A paper list for interpreting neural networks in natural language processing.

Papers To Read ⭐ 6

NLP papers we should read

Text Simplification Paper ⭐ 5

This repo contains a list of paper related to the topic of text simplification.

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