Nealcly

ACLPUB

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

punctuation-restoration

Punctuation Restoration using Transformer Models for High-and Low-Resource Languages

punctuator2

A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text

Dialogue-Generation

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

Knowledge-Grounded-Conversation

A Knowledge Grounded Conversation (KGC) Paper Reading List Maintained by Chuan Meng.

transfer-learning-conv-ai

🦄 State-of-the-Art Conversational AI with Transfer Learning

sequential-knowledge-transformer

:speech_balloon: Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue. In ICLR, 2020 (spotlight)

ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

openchat

OpenChat: Easy to use opensource chatting framework via neural networks

fewglue

This repository contains the FewGLUE dataset for few-shot natural language understanding.

Target-Guided-Conversation

"Target-Guided Open-Domain Conversation" in ACL 2019

LM-BFF

[ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723

splinter

parser-data-gen

Parsing Data Generation for WSJ

BERT-NER

Pytorch-Named-Entity-Recognition-with-BERT

mrc-for-flat-nested-ner

Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`

rnng-bert

Constituency parser for English and Chinese, built on the RNNG and In-Order parsers with BERT

sentiment-review-summary

Code for paper "Making the Best Use of Review Summary for Sentiment Analysis"

PolyTope

MAMS-for-ABSA

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

ChineseNER

CLUENER2020 Chinese NER task

luke

LUKE -- Language Understanding with Knowledge-based Embeddings

dialoglue

DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue

dstc8-schema-guided-dialogue

The Schema-Guided Dialogue Dataset

cmu-multinlp

Generalizing Natural Language Analysis through Span-relation Representations

SpanBERT

Code for using and evaluating SpanBERT.

self-attentive-parser

High-accuracy NLP parser with models for 11 languages.

crfpar

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

higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

Flat-Lattice-Transformer

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