Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network

Multiple implementations for abstractive text summurization , using google colab

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

Source codes for the paper "Local Additivity Based Data Augmentation for Semi-supervised NER"

OpenNyAI is a mission aimed at developing open source software and datasets to catalyze the creation of AI-powered solutions to improve access to justice in India. BUILD is the first benchmark data…

This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Micr…

Helping bi-LSTM models generalize with fewer data points using meta-learning (MAML).

The implementation of Meta-LSTM in "Meta Multi-Task Learning for Sequence Modeling." AAAI-18

Compositional generalization through meta sequence-to-sequence learning

Robust Model-Agnostic Meta-Learning for Binary Content Moderation Tasks in NLP

Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"

The 3 baseline methods for few-shot NER tasks

Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, Ro…

Natural Language Processing Tutorial for Deep Learning Researchers

基于Pytorch实现的一些经典自然语言处理模型中文短文本分类任务，包含TextCNN，TextRCNN，FastText，BERT，ROBERT以及ERNIE

all kinds of text classification models and more with deep learning

Overwrite huggingface BART and GPT with copy mechanism

ACL 2022: BRIO: Bringing Order to Abstractive Summarization

Code for NAACL 2021 full paper "Efficient Attentions for Long Document Summarization"

Different meta-heuristic optimization techniques for feature selection

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

基于GPT2的中文摘要生成模型

Code for ACL 2022 Paper "SUMM^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents"

Repository for ACL'22 paper: Dynamic Latent Extraction for Abstractive Long-Input Summarization

Long-context pretrained encoder-decoder models