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amr-eager-multilingual

AMR Eager trained on English, German, Italian, Spanish and Chinese

amr-guidelines

commongen

A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning

consert

Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer

cpm

Introduction to CPM

cpm-1-generate

Chinese Pre-Trained Language Models (CPM-LM) Version-I

cpm-2-finetune

Finetune CPM-2

declutr

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

eqg-race

Data and code for paper "EQG-RACE: Examination-Type Question Generation" at AAAI2021.

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

jointbert

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

learn_tensorforce

学习tensorforce代码，并背诵下来

neural-speed-reading-with-structural-jump-lstm

Code for "Neural Speed Reading with Structural-Jump-LSTM" ICLR 2019

nlp-gym

NLPGym - A toolkit to develop RL agents to solve NLP tasks.

openprompt

An Open-Source Framework for Prompt-Learning.

plms-graph2text

Investigating Pretrained Language Models for Graph-to-Text Generation

promptpapers

Must-read papers on prompt-based tuning for pre-trained language models.

question_generation

Neural question generation using transformers

rl_reach

RL Reach is a platform for running reproducible reinforcement learning experiments.

rliable

Open-source library for reliable evaluation on reinforcement learning and machine learnings benchmarks.

row-column-intersection

This project makes available the code and data from our NAACL paper: "Capturing Row and Column Semantics in Transformer Based Question Answering over Tables"

rsvp-eegnet

PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interface

simcls

Code for our paper "SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization", ACL 2021

sleepeegnet

SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach

spring

SPRING is a seq2seq model for Text-to-AMR and AMR-to-Text (AAAI2021).

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

t5-pegasus-chinese

基于GOOGLE T5中文生成式模型的摘要生成/指代消解，支持batch批量生成，多进程

tensorforce

Tensorforce: a TensorFlow library for applied reinforcement learning

tensorforce-xor

Self contained TensorForce demo implementing a XOR logical gate