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natural-language-processing x

questions-and-answers x

1 search results found

Haystack ⭐ 12,474

🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

Nlp_chinese_corpus ⭐ 8,344

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

Deeppavlov ⭐ 6,767

An open source library for deep learning end-to-end dialog systems and chatbots.

Spark Nlp ⭐ 3,578

State of the Art Natural Language Processing

Paper Qa ⭐ 3,407

LLM Chain for answering questions from documents with citations

Rust Bert ⭐ 2,300

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

Llmware ⭐ 1,859

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

Knowledge Graphs ⭐ 1,692

A collection of research on knowledge graphs

Spago ⭐ 1,691

Self-contained Machine Learning and Natural Language Processing library in Go

Bi Att Flow ⭐ 1,510

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

Neuronblocks ⭐ 1,453

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

Chinesenlp ⭐ 1,329

Datasets, SOTA results of every fields of Chinese NLP

Qa Survey Cn ⭐ 1,302

北京航空航天大学大数据高精尖中心自然语言处理研究团队开展了智能问答的研究与应用总结。包括基于知识图谱

Tapas ⭐ 1,035

End-to-end neural table-text understanding models.

Insuranceqa Corpus Zh ⭐ 1,018

🚁 保险行业语料库，聊天机器人

Bert_language_understanding ⭐ 886

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Gnn4nlp Papers ⭐ 824

A list of recent papers about Graph Neural Network methods applied in NLP areas.

Awesome Qa ⭐ 757

😎 A curated list of the Question Answering (QA)

Rocketqa ⭐ 707

🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.

Thoughtsource ⭐ 680

A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/

Primeqa ⭐ 677

The prime repository for state-of-the-art Multilingual Question Answering research and development.

Fastrag ⭐ 591

Efficient Retrieval Augmentation and Generation Framework

Promptkg ⭐ 561

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

Unifiedskg ⭐ 549

[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models

Unifiedskg ⭐ 508

[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models

Happy Transformer ⭐ 449

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.

基于自然语言理解与机器学习的聊天机器人，支持多用户并发及自定义多轮对话

Tensorflow Nlp Tutorial ⭐ 432

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT와 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.

Bertwithpretrained ⭐ 428

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

Node Question Answering ⭐ 418

Fast and production-ready question answering in Node.js

Rat Sql ⭐ 411

A relation-aware semantic parsing model from English to SQL

Deep_qa ⭐ 410

A deep NLP library, based on Keras / tf, focused on question answering (but useful for other NLP too)

Cmrc2018 ⭐ 313

A Span-Extraction Dataset for Chinese Machine Reading Comprehension (CMRC 2018)

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

Question Generation ⭐ 305

Generating multiple choice questions from text using Machine Learning.

Adam_qas ⭐ 298

ADAM - A Question Answering System. Inspired from IBM Watson

Cherche ⭐ 295

📑 Neural Search

Megabots ⭐ 281

🤖 State-of-the-art, production ready LLM apps made mega-easy, so you don't have to build them from scratch 🤯 Create a bot, now 🫵

⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.

Medquad ⭐ 275

Medical Question Answering Dataset of 47,457 QA pairs created from 12 NIH websites

Dialogbot ⭐ 270

dialogbot, provide search-based dialogue, task-based dialogue and generative dialogue model. 对话机器人，基于问答型对话、任务型对话、聊天型对话等模型实现，支持网络检索问答，领域知识问答，任务引

Text2text ⭐ 268

Text2Text: Crosslingual NLP/G toolkit

Tableqa ⭐ 254

AI Tool for querying natural language on tabular data.

Jack the Reader

Backprop ⭐ 243

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

Aixplora ⭐ 242

AIxplora is a open-source tool which let's you query all kind of files not limited to any length or format.

Cybertron ⭐ 235

Cybertron: the home planet of the Transformers in Go

Dmn Tensorflow ⭐ 235

Dynamic Memory Networks (https://arxiv.org/abs/1603.01417) in Tensorflow

Triviaqa ⭐ 227

Code for the TriviaQA reading comprehension dataset

[ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"

Chatbot ⭐ 213

Русскоязычный генеративный чатбот с профилем и фактами

Lm Question Generation ⭐ 207

Multilingual/multidomain question generation datasets, models, and python library for question generation.

Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index (DenSPI)

Implementation of conversational QA model: FlowQA (with slight improvement)

Similarity Search Kit ⭐ 195

🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications.

Awesome Deep Learning And Machine Learning Questions ⭐ 177

【不定期更新】收集整理的一些网站中（如知乎、Quora、Reddit、Stack Exchange等）与深度学习、机器学习、强化学习、数据科学相关的有价值的问题

This repo contains evaluation code for the paper "MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI"

Improved Dynamic Memory Networks Dmn Plus ⭐ 162

Theano Implementation of DMN+ (Improved Dynamic Memory Networks) from the paper by Xiong, Merity, & Socher at MetaMind, http://arxiv.org/abs/1603.01417 (Dynamic Memory Networks for Visual and Textual Question Answering)

Dan Jurafsky Chris Manning Nlp ⭐ 155

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

Existing Medical Qa Datasets ⭐ 135

Multimodal Question Answering in the Medical Domain: A summary of Existing Datasets and Systems

Question Answering ⭐ 128

TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.

Dynamic Coattention Network Plus ⭐ 115

Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.

Awesome Nlp Resources ⭐ 113

a collection of NLP projects&tools. 自然语言处理方向项目和工具集合。

Mzutils ⭐ 109

Machine reading comprehension on clinical case reports

Bertqa Attention On Steroids ⭐ 105

BertQA - Attention on Steroids

Pytorch Question Answering ⭐ 102

Important paper implementations for Question Answering using PyTorch

Sandbox Grounded Qa ⭐ 90

A sandbox repo for grounded question answering with Cohere and Google Search

Cmrc2019 ⭐ 90

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

Bert Vietnamese Question Answering ⭐ 87

Vietnamese question answering system with BERT

An original implementation of EMNLP 2020, "AmbigQA: Answering Ambiguous Open-domain Questions"

Persianqa ⭐ 84

Persian (Farsi) Question Answering Dataset (+ Models)

Sentence Similarity ⭐ 83

PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment

Advanced Differentiable Neural Computer (ADNC) with application to bAbI task and CNN RC task.

This is the PyTorch implementation of the ACL 2019 paper RankQA: Neural Question Answering with Answer Re-Ranking.

TunBERT is the first release of a pre-trained BERT model for the Tunisian dialect using a Tunisian Common-Crawl-based dataset. TunBERT was applied to three NLP downstream tasks: Sentiment Analysis (SA), Tunisian Dialect Identification (TDI) and Reading Comprehension Question-Answering (RCQA)

Haystack Demos ⭐ 68

Fully working applications that demonstrate how to use Haystack to implement common NLP use cases

Square Core ⭐ 66

SQuARE: Software for question answering research.

Nlpcloud Python ⭐ 63

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and more...

Genienlp ⭐ 63

GenieNLP: A versatile codebase for any NLP task

Unofficial implementation of QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition.

Bidaf Keras ⭐ 60

Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2

ExpMRC: Explainability Evaluation for Machine Reading Comprehension

Conversational Ai ⭐ 57

Conversational AI Reading Materials

Nlp_qa_project ⭐ 57

Natural Language Processing Question Answering Final Project

Comparemodels_trecqa ⭐ 55

Compare six baseline deep learning models on TrecQA

Multi Hoprc ⭐ 54

📔 notes for Multi-hop Reading Comprehension and open-domain question answering

Distractor Generation Race ⭐ 54

[AAAI 2019] Generating Distractors for Reading Comprehension Questions from Real Examinations

Pair2vec ⭐ 53

pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference

Machine Learning Exams ⭐ 51

This repository contains links to machine learning exams, homework assignments, and exercises that can help you test your understanding.

Code and Models for the paper "End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering" (NeurIPS 2021)

Kitanaqa ⭐ 47

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

Nlp_notebooks ⭐ 46

Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.

Mediqa2019 ⭐ 45

Challenge on Textual Inference and Question Entailment in the Medical Domain https://sites.google.com/view/mediqa2019

Ua Datasets ⭐ 44

A collection of datasets for Ukrainian language

Unofficial (Golang) Go bindings for the Hugging Face Inference API

Question Answering annotation platform - Plateforme d'annotation

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