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100-nlp-papers

100 Must-Read NLP Papers

acl.bst

ACL BibTeX style that supports hyperlinks

amrbart

Code for our paper "Graph Pre-training for AMR Parsing and Generation" in ACL2022

bert

TensorFlow code and pre-trained models for BERT

bootswitch

class

coref-constituent-graph

Pytorch implementation of our AAAI 2022 paper "Incorporating Constituent Syntax for Coreference Resolution"

coref-hgat

Pytorch Implementation of Our NAACL 2021 Paper "Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention Network"

coref-pytorch

Pytorch implementation of c2f-coref model

corefbert

Source code for EMNLP 2020 paper "Coreferential Reasoning Learning for Language Representation"

coreference-resolution

Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).

corefqa

This repo contains the code for ACL2020 paper "Coreference Resolution as Query-based Span Prediction"

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

dataset

Multi30k Dataset

discobert

Code for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

drqa

Reading Wikipedia to Answer Open-Domain Questions

fairseq

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

fantabulous-j.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

flat-lattice-transformer

code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer

gap-coreference

GAP is a gender-balanced dataset containing 8,908 coreference-labeled pairs of (ambiguous pronoun, antecedent name), sampled from Wikipedia for the evaluation of coreference resolution in practical applications.

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

highlight-fan.github.io

improved-negative-search-for-kgc

latexcv

:necktie: A collection of cv and resume templates written in LaTeX. Leave an issue if your language is not supported!

numpy-ml

Machine learning, in numpy

parallelwavegan

Unofficial Parallel WaveGAN implementation with Pytorch

parser

A collection of state-of-the-art syntactic parsing models based on Biaffine Parser.

plmpapers

Must-read Papers on pre-trained language models.

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.