380 Open source projects that are alternatives of or similar to beir

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

🔍 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.

Text2Text: Cross-lingual natural language processing and generation toolkit

An NLP system for generating reading comprehension questions

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

2020 阿里云天池大数据竞赛-中医药文献问题生成挑战赛

Search Git commits in natural language

Sentence transformers models for SpaCy

Financial Domain Question Answering with pre-trained BERT Language Model

An Open-Source Package for Chinese Open-domain Conversational Chatbot (中文闲聊对话系统，一键部署微信闲聊机器人)

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

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

Fielded Sequential Dependence Model (code and runs)

Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

📑 Neural Search

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

Neural Models for Key Phrase Detection and Question Generation

🇷🇺 Punctuation restoration production-ready model for Russian language 🇷🇺

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

A well-structured summarization dataset for the Persian language!

No description or website provided.

Palladian is a Java-based toolkit with functionality for text processing, classification, information extraction, and data retrieval from the Web.

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

解读tensorflow版本Bert中modeling.py数据流

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

AiSpace: Better practices for deep learning model development and deployment For Tensorflow 2.0

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

Content Based Image Retrieval Techniques (e.g. knn, svm using MatLab GUI)

⚡ A fast embedded library for approximate nearest neighbor search

This repo contains a PyTorch implementation of a pretrained ERNIE model for text classification.

Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading." In Findings of ACL2021

pytorch implementation of the TwinBert paper

Source code for: On the Effect of Low-Frequency Terms on Neural-IR Models, SIGIR'19

A Pre-trained BERT on StackOverflow Corpus

Automated coding using machine-learning and remapping the U.S. nonprofit sector: A guide and benchmark

A BERT-based reverse dictionary of Korean proverbs

Solutions of the various test exams of the Information Retrieval course

莱斯杯：全国第二届“军事智能机器阅读”挑战赛 - Rank7 解决方案

25,100 queries from the Paralex corpus (Fader et al., 2013) annotated with human ratings of whether they are well-formed natural language questions.

LAMB Optimizer for Large Batch Training (TensorFlow version)

Code repo for SIGIR 2021 paper "Few-Shot Conversational Dense Retrieval"

OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)

Some Cool NLP and CV Repositories and Solutions （收集NLP中常见任务的开源解决方案、数据集、工具、学习资料等）

基于bert4keras的GLUE基准代码

Apache Solr open-source search software

Official code for WACV 2021 paper - Compositional Learning of Image-Text Query for Image Retrieval

(CVPR2021) Kaleido-BERT: Vision-Language Pre-training on Fashion Domain.

finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet

Train a Word2Vec model or LSA model, and Implement Conceptual Search\Semantic Search in Solr\Lucene - Simon Hughes Dice.com, Dice Tech Jobs

SImple SenTence EmbeddeR

中文NER的那些事儿

Trinity IR Infrastructure

Accelerated deep learning R&D

用tf实现各种文本分类模型，并且封装restful接口，可以直接工程化

Drop in solution for Decentralized Neural Information Retrieval. Index latent vectors along with JSON metadata and do efficient k-NN search.

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

Chinese NLP Data Augmentation， BERT Contextual Augmentation

My (slightly modified) Keras implementation of RankNet and PyTorch implementation of LambdaRank.

Burp Extender plugin that generates a sitemap of a website using Wayback Machine

HDLTex: Hierarchical Deep Learning for Text Classification