question-answering

There are 50 repositories under question-answering topic.

brightmart / nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
chinese-dataset chinese-corpus pretrain word2vec nlp bert language-model wiki news question-answering chinese corpus chinese-nlp dataset text-classification
7123
deepmipt / DeepPavlov
An open source library for deep learning end-to-end dialog systems and chatbots.
bot nlp chatbot dialogue-systems question-answering chitchat slot-filling intent-classification entity-extraction named-entity-recognition tensorflow deep-learning deep-neural-networks intent-detection dialogue-agents dialogue-manager artificial-intelligence ai nlp-machine-learning machine-learning
Language:Python 5789
haystack
deepset-ai / haystack
:mag: Haystack is an open source NLP framework that leverages pre-trained Transformer models. It enables developers to quickly implement production-ready semantic search, question answering, summarization and document ranking for a wide range of NLP applications.
ai bert dpr elasticsearch information-retrieval language-model machine-learning natural-language-processing neural-search nlp python pytorch question-answering search-engine semantic-search squad summarization transfer-learning transformers
Language:Python 4928
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 Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.
bert embedding ernie information-extraction neural-search nlp paddlenlp pretrained-models question-answering search-engine semantic-analysis sentiment-analysis seq2seq transformer transformers
Language:Python 4787
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 3206
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 3176
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++ 2403
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 1591
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 1546
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 1493
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 1412
sindresorhus / amas
Awesome & Marvelous Amas
ama ask-me-anything question-answering meta ask list awesome awesome-list
1346
shaoxiongji / knowledge-graphs
A collection of research on knowledge graphs
commonsense cross-modal dialogue-systems information-retrieval knowledge-graph knowledge-graph-completion meta-relational-learning natural-language-processing ner paper question-answering reasoning recommendation-systems relation-extraction representation-learning survey temporal-knowledge-graph
Language:JavaScript 1256
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 1205
wudi / PHP-Interview-Best-Practices-in-China
📙 PHP 面试知识点汇总
interview interview-questions mian-shi php question-answering
1169
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 1073
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 1072
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。
survey nlp question-answering kbqa cqa qa-survey vqa tqa
1045
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 981
brightmart / bert_language_understanding
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
attention-is-all-you-need bert-model document-classification fasttext language-model language-understanding nlp pre-training question-answering self-attention text-classification textcnn transfer-learning transformer-encoder
Language:Python 950
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 898
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.
audio-search benchmark-testing deep-learning hacktoberfest image-classification image-recognition image-search milvus nlp python question-answering unstructured-data
Language:Python 865
google-research / tapas
End-to-end neural table-text understanding models.
nlp-machine-learning question-answering table-parsing tensorflow
Language:Python 843
brylevkirill / notes
Resources to learn more 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
841
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 744
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
715
seriousran / awesome-qa
😎 A curated list of the Question Answering (QA)
awesome awesome-list bert deepqa machine-comprehension nlp question-answering squad watson
695
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 632
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 600
vinhkhuc / MemN2N-babi-python
End-To-End Memory Networks for bAbI question-answering tasks
machine-learning python question-answering
Language:Python 572
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 562
ramsrigouthamg / Questgen.ai
Question generation using state-of-the-art Natural Language Processing algorithms
question-answering question-gen question-generation question-generator
Language:Python 517
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 468
THUDM / CogQA
Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"
bert graph-neural-networks question-answering
Language:Python 440
allenai / deep_qa
A deep NLP library, based on Keras / tf, focused on question answering (but useful for other NLP too)
deep-learning question-answering nlp
Language:Python 407
fhamborg / Giveme5W1H
Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?
question answering news event-detection event-extraction fivewoneh fivew 5w1h 5w question-answering news-articles text-analysis nlp nlp-library
Language:HTML 404

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