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集合主题趋势排行榜
#

question-answering

Website
Wikipedia
deepset-ai/haystack
https://static.github-zh.com/github_avatars/deepset-ai?size=40
deepset-ai / haystack

#自然语言处理#Haystack 是一个开源 NLP 框架,利用预训练的 Transformer 模型。 帮组开发者能快速实现一个生产级的语义搜索、问答、摘要和文档排名的NLP应用

自然语言处理question-answeringPyTorchsemantic-searchinformation-retrievalsummarizationtransformers机器学习人工智能Pythonlarge-language-modelsgenerative-ai大语言模型ragretrieval-augmented-generationagentsagentgeminigpt-4orchestration
Python 21.15 k
2 天前
PaddlePaddle/PaddleNLP
https://static.github-zh.com/github_avatars/PaddlePaddle?size=40
PaddlePaddle / PaddleNLP

#搜索#PaddleNLP 2.0是飞桨生态的文本领域核心库,具备易用的文本领域API,多场景的应用示例、和高性能分布式训练三大特点,旨在提升开发者文本领域的开发效率,并提供基于飞桨2.0核心框架的NLP任务最佳实践。

自然语言处理embeddingberterniepaddlenlppretrained-modelstransformersinformation-extractionquestion-answering搜索引擎semantic-analysissentiment-analysisneural-searchuiedocument-intelligencecompression大语言模型distributed-trainingllama
Python 12.63 k
2 天前
https://static.github-zh.com/github_avatars/brightmart?size=40
brightmart / nlp_chinese_corpus

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

chinese-datasetchinese-corpuspretrainword2vec自然语言处理bertlanguage-modelWikinewsquestion-answering中文corpuschinese-nlpdatasettext-classification
9.73 k
1 年前
https://static.github-zh.com/github_avatars/SciPhi-AI?size=40
SciPhi-AI / R2R

SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.

人工智能large-language-modelsretrieval-augmented-generationsearchquestion-answeringretrieval-systemsPythonrag
Python 6.97 k
5 天前
https://static.github-zh.com/github_avatars/deeppavlov?size=40
deeppavlov / DeepPavlov

#自然语言处理#An open source library for deep learning end-to-end dialog systems and chatbots.

Bot自然语言处理聊天机器人dialogue-systemsquestion-answeringchitchatslot-fillingintent-classificationentity-extractionnamed-entity-recognitionTensorflow深度学习深度神经网络dialogue-agentsdialogue-manager人工智能机器学习
Python 6.9 k
2 个月前
ThilinaRajapakse/simpletransformers
https://static.github-zh.com/github_avatars/ThilinaRajapakse?size=40
ThilinaRajapakse / simpletransformers

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

transformerstext-classificationnamed-entity-recognitionquestion-answeringconversational-aiinformation-retrival
Python 4.19 k
2 个月前
https://static.github-zh.com/github_avatars/qq547276542?size=40
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-graphnamed-entity-recognitionrelation-extractionquestion-answering
Python 4.18 k
4 个月前
JohnSnowLabs/spark-nlp
https://static.github-zh.com/github_avatars/JohnSnowLabs?size=40
JohnSnowLabs / spark-nlp

#自然语言处理#State of the Art Natural Language Processing

自然语言处理Apache Sparkpysparknamed-entity-recognitionsentiment-analysislemmatizerspell-checkerentity-extractionpart-of-speech-taggerberttransformersTensorflowlanguage-detectionmachine-translationtext-classification大语言模型question-answeringllamacpponnx
Scala 3.99 k
3 天前
https://static.github-zh.com/github_avatars/pashpashpash?size=40
pashpashpash / vault-ai

#大语言模型#OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.

ChatGPTGoknowledge-baselong-term-memory机器学习openaipdf-supportpineconequestion-answeringReactvector-search人工智能generativeopenai-apiqdrant-vector-database
JavaScript 3.36 k
5 个月前
https://static.github-zh.com/github_avatars/SylphAI-Inc?size=40
SylphAI-Inc / AdalFlow

#自然语言处理#AdalFlow: The library to build & auto-optimize LLM applications.

agent框架大语言模型raggenerative-ai机器学习自然语言处理Pythonretriever人工智能聊天机器人information-retrievalquestion-answeringsummarizationbm25faissrerankeroptimizertrainerauto-prompting
Python 3.32 k
3 个月前
https://static.github-zh.com/github_avatars/guillaume-be?size=40
guillaume-be / rust-bert

#自然语言处理#Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

深度学习自然语言处理transformerbertRust机器学习nersentiment-analysisquestion-answeringlanguage-generationgpt-2robertagptbartelectratranslation
Rust 2.86 k
6 天前
https://static.github-zh.com/github_avatars/baidu?size=40
baidu / AnyQ

FAQ-based Question Answering System

qa-systemsemantic-matchingfaqfaqbotfaq-question-answering-systemfaq-systemquestion-answeringdialogue-systemsdialogue
C++ 2.6 k
5 年前
alan-ai/alan-sdk-web
https://static.github-zh.com/github_avatars/alan-ai?size=40
alan-ai / alan-sdk-web

#自然语言处理#The Self-Coding System for Your App — Alan AI SDK for Web

conversational-ai机器学习ai-chatgenerative-ai人工智能ai-assistantenterpriseexplainable-ailarge-language-models大语言模型低代码自然语言处理productivityquestion-answeringworkflow
2.41 k
11 天前
https://static.github-zh.com/github_avatars/milvus-io?size=40
milvus-io / bootcamp

#自然语言处理#Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

milvusunstructured-dataimage-searchaudio-searchquestion-answering深度学习自然语言处理image-classificationimage-recognitionPythonembeddings大语言模型ragsemantic-searchvector-database
Jupyter Notebook 2.14 k
2 天前
nlpodyssey/spago
https://static.github-zh.com/github_avatars/nlpodyssey?size=40
nlpodyssey / spago

#自然语言处理#Self-contained Machine Learning and Natural Language Processing library in Go

深度学习机器学习自然语言处理神经网络computation-graphautomatic-differentiation人工智能transformer-architecturerecurrent-networkslstmlanguage-modelquestion-answeringbertbert-as-servicebart
Go 1.8 k
2 个月前
https://static.github-zh.com/github_avatars/didi?size=40
didi / ChineseNLP

#自然语言处理#Datasets, SOTA results of every fields of Chinese NLP

自然语言处理chinese-nlpmachine-translationchinese-word-segmentationEntity resolutionquestion-answeringnlp-tasks
HTML 1.8 k
3 年前
https://static.github-zh.com/github_avatars/BDBC-KG-NLP?size=40
BDBC-KG-NLP / QA-Survey-CN

#自然语言处理#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自然语言处理question-answeringkbqavqaqa
1.79 k
2 年前
deepset-ai/FARM
https://static.github-zh.com/github_avatars/deepset-ai?size=40
deepset-ai / FARM

#自然语言处理#🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

language-modelsbert自然语言处理深度学习transfer-learningPyTorchnlp-librarynlp-frameworkxlnet-pytorchnerquestion-answeringpretrained-modelsroberta
Python 1.75 k
1 年前
https://static.github-zh.com/github_avatars/shaoxiongji?size=40
shaoxiongji / knowledge-graphs

#自然语言处理#A collection of research on knowledge graphs

knowledge-graphrepresentation-learningrelation-extractionreasoning自然语言处理nercommonsensecross-modalquestion-answeringdialogue-systemsinformation-retrievalsurveyBukkit
JavaScript 1.75 k
3 年前
IntelLabs/fastRAG
https://static.github-zh.com/github_avatars/IntelLabs?size=40
IntelLabs / fastRAG

#自然语言处理#Efficient Retrieval Augmentation and Generation Framework

自然语言处理benchmarkcolbertinformation-retrievalsemantic-searchsentence-transformerssummarizationtransformersdiffusionknowledge-graphmulti-modalquestion-answeringgenerative-ai大语言模型
Python 1.57 k
5 个月前
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