question-answering

There are 58 repositories under question-answering topic.

PaddleNLP
PaddlePaddle / PaddleNLP
👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc.
nlp seq2seq embedding bert ernie paddlenlp pretrained-models transformers information-extraction question-answering search-engine semantic-analysis sentiment-analysis neural-search uie image-generation document-intelligence stable-diffusion aigc compression
Language:Python 8366
brightmart / nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
bert chinese chinese-corpus chinese-dataset chinese-nlp corpus dataset language-model news nlp pretrain question-answering text-classification wiki word2vec
7898
haystack
deepset-ai / haystack
:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-4, ChatGPT and alike). Haystack offers production-ready tools to quickly build complex decision making, question answering, semantic search, text generation applications, and more.
ai bert chatgpt elasticsearch generative-ai gpt-3 information-retrieval language-model large-language-models machine-learning natural-language-processing nlp python pytorch question-answering semantic-search squad summarization transfer-learning transformers
Language:Python 7679
deeppavlov / DeepPavlov
An open source library for deep learning end-to-end dialog systems and chatbots.
ai artificial-intelligence bot chatbot chitchat deep-learning deep-neural-networks dialogue-agents dialogue-manager dialogue-systems entity-extraction intent-classification intent-detection machine-learning named-entity-recognition nlp nlp-machine-learning question-answering slot-filling tensorflow
Language:Python 6109
simpletransformers
ThilinaRajapakse / simpletransformers
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
transformers text-classification named-entity-recognition question-answering conversational-ai
Language:Python 3598
qq547276542 / Agriculture_KnowledgeGraph
农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策
knowledge-graph named-entity-recognition relation-extraction question-answering
Language:Python 3442
baidu / AnyQ
FAQ-based Question Answering System
qa-system semantic-matching faq faqbot faq-question-answering-system faq-system question-answering dialogue-systems dialogue
Language:C++ 2476
whitead / paper-qa
LLM Chain for answering questions from documents with citations
chatgpt nlp question-answering
Language:Python 1760
didi / ChineseNLP
Datasets, SOTA results of every fields of Chinese NLP
nlp chinese-nlp machine-translation chinese-word-segmentation entity-linking question-answering nlp-tasks
Language:HTML 1691
FARM
deepset-ai / FARM
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
language-models bert nlp deep-learning transfer-learning pytorch nlp-library nlp-framework xlnet-pytorch ner question-answering pretrained-models roberta germanbert
Language:Python 1648
guillaume-be / rust-bert
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
deep-learning nlp transformer bert rust-lang rust machine-learning ner sentiment-analysis question-answering language-generation gpt-2 roberta gpt bart electra translation
Language:Rust 1618
allenai / bi-att-flow
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.
squad nlp tensorflow question-answering bidaf
Language:Python 1509
microsoft / NeuronBlocks
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
question-answering deep-learning pytorch natural-language-processing text-classification artificial-intelligence dnn qna text-matching knowledge-distillation model-compression sequence-labeling
Language:Python 1429
shaoxiongji / knowledge-graphs
A collection of research on knowledge graphs
knowledge-graph representation-learning relation-extraction reasoning natural-language-processing temporal-knowledge-graph ner commonsense meta-relational-learning cross-modal knowledge-graph-completion question-answering dialogue-systems recommendation-systems information-retrieval survey paper
Language:JavaScript 1427
sindresorhus / amas
Awesome & Marvelous Amas
ama ask-me-anything question-answering meta ask list awesome awesome-list
1367
spago
nlpodyssey / spago
Self-contained Machine Learning and Natural Language Processing library in Go
deep-learning machine-learning natural-language-processing neural-network computation-graph automatic-differentiation artificial-intelligence deeplearning transformer-architecture recurrent-networks lstm language-model question-answering bert bert-as-service nlp automatic-translation bart named-entities-recognition
Language:Go 1347
BDBC-KG-NLP / QA-Survey-CN
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。包括基于知识图谱的问答（KBQA），基于文本的问答系统（TextQA），基于表格的问答系统（TableQA）、基于视觉的问答系统（VisualQA）和机器阅读理解（MRC）等，每类任务分别对学术界和工业界进行了相关总结。
cqa kbqa nlp qa qa-survey question-answering survey tqa vqa
1298
SimmerChan / KG-demo-for-movie
从无到有构建一个电影知识图谱，并基于该KG，开发一个简易的KBQA程序。
knowledge-graph question-answering
Language:Python 1169
wudi / PHP-Interview-Best-Practices-in-China
📙 PHP 面试知识点汇总
php interview interview-questions mian-shi question-answering
1169
milvus-io / bootcamp
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
milvus unstructured-data benchmark-testing image-search audio-search question-answering deep-learning nlp image-classification image-recognition python hacktoberfest
Language:Python 1107
model-zoo / shift-ctrl-f
🔎 Search the information available on a webpage using natural language instead of an exact string match.
tensorflow tensorflowjs bert question-answering chrome-extension natural-language unpacked-extension semantic-search
Language:JavaScript 1101
brightmart / bert_language_understanding
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
bert-model language-model attention-is-all-you-need transformer-encoder pre-training language-understanding text-classification document-classification self-attention transfer-learning nlp question-answering textcnn fasttext
Language:Python 958
google-research / tapas
End-to-end neural table-text understanding models.
nlp-machine-learning question-answering table-parsing tensorflow
Language:Python 956
chatopera / insuranceqa-corpus-zh
:helicopter: 保险行业语料库，聊天机器人
corpus chatbot qasystem natural-language-processing natural-language-understanding machine-learning dataset question-answering insurance insuranceqa-corpus-zh
Language:Python 933
brylevkirill / notes
Learn about Machine Learning and Artificial Intelligence
artificial-intelligence machine-learning deep-learning reinforcement-learning bayesian-inference probabilistic-programming knowledge-representation reasoning causal-inference knowledge-graph question-answering natural-language-processing information-retrieval recommender-systems
874
IndexFziQ / GNN4NLP-Papers
A list of recent papers about Graph Neural Network methods applied in NLP areas.
graph-neural-network natural-language-processing graph-convolutional-networks question-answering paperlist knowledge-graph knowledge-representation knowledge-based-systems graph-attention-network heterogeneous-graphs paper-list
814
NTMC-Community / awesome-neural-models-for-semantic-match
A curated list of papers dedicated to neural text (semantic) matching.
deep-learning semantic-matching neu-ir information-retrieval text-similarity question-answering
Language:HTML 762
seriousran / awesome-qa
😎 A curated list of the Question Answering (QA)
question-answering nlp machine-comprehension awesome awesome-list squad bert watson deepqa
720
ramsrigouthamg / Questgen.ai
Question generation using state-of-the-art Natural Language Processing algorithms
question-generation question-generator question-gen question-answering
Language:Python 692
Decalogue / chat
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
nlp question-answering context nlu natural-language-processing natural-language-understanding qa chat chatbot python python3 algorithm machine-learning kb sentence-similarity neo4j graph database
Language:Python 647
SnakeHacker / QA-Snake
基于多搜索引擎和深度学习技术的自动问答
question-answering
Language:Python 641
cdQA
cdqa-suite / cdQA
⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.
reading-comprehension question-answering deep-learning natural-language-processing information-retrieval bert artificial-intelligence nlp pytorch transformers
Language:Python 589
rongweihe / CPPNotes
【C++ 面试 + C++ 学习指南】一份涵盖大部分 C++ 程序员所需要掌握的核心知识。
cpp pdf code guide interview interview-practice interview-questions question-answering questions-and-answers interview-preparation data-structures-and-algorithms linux
Language:C++ 577
vinhkhuc / MemN2N-babi-python
End-To-End Memory Networks for bAbI question-answering tasks
machine-learning question-answering python
Language:Python 576
PaddlePaddle / RocketQA
🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.
question-answering nlp information-retrieval dense-retrieval
Language:Python 542
stanfordnlp / mac-network
Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)
attention clevr machine-reasoning compositional-attention-networks tensorflow question-answering vqa
Language:Python 484