1196 Open source projects that are alternatives of or similar to text2text

🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

An NLP system for generating reading comprehension questions

Text Classification in Turkish Texts with Bert

Financial Domain Question Answering with pre-trained BERT Language Model

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.

KitanaQA: Adversarial training and data augmentation for neural question-answering models

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

⛔ [NOT MAINTAINED] A web interface for cdQA and other question answering systems.

A well-structured summarization dataset for the Persian language!

DrFAQ is a plug-and-play question answering NLP chatbot that can be generally applied to any organisation's text corpora.

Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering

中文NER的那些事儿

中文预训练模型生成字向量学习，测试BERT，ELMO的中文效果

Official code repository for "Exploring Neural Models for Query-Focused Summarization".

A PyTorch-based toolkit for natural language processing

Code and resources for the paper "BERT-QE: Contextualized Query Expansion for Document Re-ranking".

Implement Question Generator with SOTA pre-trained Language Models (RoBERTa, BERT, GPT, BART, T5, etc.)

Experiments with Hugging Face 🔬 🤗

No description or website provided.

This repository contains code for the O'Reilly Live Online Training for BERT

Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.

Cross-Lingual Machine Reading Comprehension (EMNLP 2019)

Berserker - BERt chineSE woRd toKenizER

Word Embeddings for Information Retrieval

Ramp up your custom natural language processing (NLP) task, allowing you to bring your own data, use your preferred frameworks and bring models into production.

[ACL 2020] Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading

[EMNLP 2019] Mixture Content Selection for Diverse Sequence Generation (Question Generation / Abstractive Summarization)

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

A Sentence Cloze Dataset for Chinese Machine Reading Comprehension (CMRC 2019)

2020 阿里云天池大数据竞赛-中医药文献问题生成挑战赛

A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.

REST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.

Conversational Question Answering on Clinical Text

A Multi-subject High School Examinations Dataset for Cross-lingual and Multilingual Question Answering

吹逼我们是认真的

Progressively Pretrained Dense Corpus Index for Open-Domain QA and Information Retrieval

Code for WWW2019 paper "A Hierarchical Attention Retrieval Model for Healthcare Question Answering"

Simple NLP in Rust with Python bindings

Pytorch Implementation of GoEmotions 😍😢😱

No description or website provided.

Label data using HuggingFace's transformers and automatically get a prediction service

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

Abstractive and Extractive Text summarization using Transformers.

Rank 1 / 216

Persian Bert For Long-Range Sequences

Augmented version of SQUAD 2.0 for Questions

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…

Anonymization of legal cases (Fr) based on Flair embeddings

Applying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering | Python3 | PyTorch | CNNs | Causality | Reasoning | LSTMs | Transformers | Multi-Head Self Attention | Published in IEEE Winter Conference on Applications of Computer Vision (WACV) 2021

[NAACL2018] Entity Commonsense Representation for Neural Abstractive Summarization

Contextualised Embeddings and Language Modelling using BERT and Friends using R

This is a smart Quiz Generator that generates a dynamic quiz from any uploaded text/PDF document using NLP. This can be used for self-analysis, question paper generation, and evaluation, thus reducing human effort.

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

Vietnamese question answering system with BERT

Flexible classic and NeurAl Retrieval Toolkit

This repository contains demos I made with the Transformers library by HuggingFace.

[AAAI2021] Unsupervised Opinion Summarization with Content Planning