nlu

There are 34 repositories under nlu topic.

rasa
RasaHQ / rasa
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
nlp machine-learning machine-learning-library bot bots botkit rasa wit nlu conversational-bots conversational-agents conversational-ai spacy mitie chatbot chatbots chatbots-framework bot-framework natural-language-processing conversation-driven-development
Language:Python 20671
axa-group / nlp.js
An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more
bot bots chatbot classifier conversational-ai entity-extraction hacktoberfest javascript natural-language-processing nlp nlu nodejs sentiment-analysis
Language:JavaScript 6498
microsoft / nlp-recipes
Natural Language Processing Best Practices & Examples
nlp natural-language-processing natural-language-understanding text deep-learning azure-ml nlu nli natural-language-inference mlflow machine-learning natural-language pretrained-models sota transfomer text-classification best-practices
Language:Python 6428
CLUEbenchmark / CLUE
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
nlu benchmark chinese corpus dataset bert albert chineseglue glue roberta language-model pretrained-models transformers tensorflow pytorch
Language:Python 4188
snipsco / snips-nlu
Snips Python library to extract meaning from text
nlp nlu python machine-learning text-classification intent-classification ner named-entity-recognition slot-filling intent-parser information-extraction snips machine-learning-library chatbot bot ml
Language:Python 3942
nlp-architect
IntelLabs / nlp-architect
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
deeplearning nlp nlu tensorflow dynet deep-learning pytorch bert transformers quantization
Language:Python 2938
gluon-nlp
dmlc / gluon-nlp
NLP made easy
mxnet gluonnlp nlp gluon deep-learning machine-learning natural-language-processing numpy nlu natural-language-understanding nlg natural-language-generation natural-language-inference
Language:Python 2559
Delta-ML / delta
DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/
nlp deep-learning tensorflow speech sequence-to-sequence seq2seq speech-recognition text-classification speaker-verification nlu text-generation emotion-recognition tensorflow-serving tensorflow-lite inference asr serving front-end custom-ops ops
Language:Python 1597
facebookarchive / duckling_old
Deprecated in favor of https://github.com/facebook/duckling
nlp nlu parser
Language:Clojure 1324
charlesXu86 / Chatbot_CN
基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
attention-mechanism chatbot-cn deep-learning dialogue-systems django-restful intent-detection ir knowledge-graph ner nlg nlu oriented-dialogs recommendation reinforcement-learning sentiment-analysis slot-filling tenserflow-serving tensorflow text-classification text-correct
1297
rasa-ui
paschmann / rasa-ui
Rasa UI is a frontend for the Rasa Framework
rasa-nlu nlp nlp-machine-learning nlp-apis angular nodejs rasa manage-bots nlu
Language:JavaScript 963
JohnSnowLabs / nlu
1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.
nlu natural-language-understanding sentiment-classifier text-classification transformers language-detection named-entity-recognition seq2seq t5 lemmatizer spell-checker sentence-embeddings sentiment-analysis bert-embedding text-summarization text-translation streamlit pandas dependency-parsing entity-resolution
Language:Python 938
PrithivirajDamodaran / Parrot_Paraphraser
A practical and feature-rich paraphrasing framework to augment human intents in text form to build robust NLU models for conversational engines. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.
paraphrase-generation paraphrase paraphrased-data nlu slot-filling rasa-nlu intents
Language:Python 890
rodrigopivi / Chatito
🎯🗯 Dataset generation for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!
chatito nlu dataset nlp text-classification named-entity-recognition nlg dataset-generation chatbot chatbots
Language:TypeScript 884
Hexabot
Hexastack / Hexabot
Hexabot is an open-source AI chatbot / agent builder. It allows you to create and manage multi-channel and multilingual chatbots / agents with ease.
ai bot-framework chatbot chatbots nlu agent agents chatgpt claude-ai gemini mistral ollama openassistant llama artificial-intelligence llm chatbot-framework conversational-ai deepseek agentic
Language:TypeScript 851
opsdroid / opsdroid
🤖 An open source chat-ops bot framework
bot-framework opsdroid botkit python3 asyncio chatops devops nlu slack-bot-framework matrix-bot-framework telegram-bot-framework webex-teams-bot-framework github-bot-framework gitter-bot-framework messenger-bot-framework teams-bot-framework
Language:Python 851
MiuLab / TC-Bot
User Simulation for Task-Completion Dialogues
dialogue-agents end-to-end nlg nlu user-simulator
Language:OpenEdge ABL 805
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 693
Picovoice / rhino
On-device Speech-to-Intent engine powered by deep learning
entity-resolution intent-inference natural-language-understanding nlu on-device slot-filling slu speech-recognition spoken-language-understanding voice-assistant voice-command voice-command-control voice-commands voice-control voice-recognition voice-ui voice-user-interface vui
Language:Python 680
Picovoice / picovoice
On-device voice assistant platform powered by deep learning
natural-language-understanding nlu on-device speech-recoginition voice-assistant voice-command voice-commands voice-interface voice-recognition voice-user-interface wake-word-detection
Language:Python 668
BotLibre / BotLibre
An open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation.
chat-bots ai-engine virtual-agents java sdk chatbot bot nlp artificial-intelligence bots avatars android ios objective-c javascript natural-language-processing natural-language-understanding natural-language nlu wordpress
Language:Java 602
hubtype / botonic
Build chatbots and conversational experiences using React
react javascript bot-framework conversational-ui conversational-apps conversational-interfaces bots chatbots nlu nlp cms contentful dialogflow watson
Language:TypeScript 602
samtecspg / articulate
A platform for building conversational interfaces with intelligent agents (chatbots)
nlu nlp chatbot react
Language:JavaScript 595
IndoNLP / indonlu
The first-ever vast natural language processing benchmark for Indonesian Language. We provide multiple downstream tasks, pre-trained IndoBERT models, and a starter code! (AACL-IJCNLP 2020)
aacl bahasa benchmark bert datasets indo4b indobert indobert-lite indobert-models indonesian indonlp indonlu nlp nlu
Language:Jupyter Notebook 592
kreeben / resin
Vector space index based search engine that's available as a HTTP service or as an embedded library.
information-retrieval search-engine vector-space-model machine-learning nlu-engine nlu search search-algorithms resin vector-space language-model
Language:C# 569
gkiril / oie-resources
A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
open-information-extraction information-extraction nlp nlp-resources nlp-apis literature-review papers natural-language-processing natural-language-understanding nlu oie-systems extract-information relation-extraction openie dataset data-science datascience ai big-data corpus-data
496
make-a-smart-speaker
voice-engine / make-a-smart-speaker
A collection of resources to make a smart speaker
voice-assistant stt tts nlu kws aec beamforming
466
dialogflow / dialogflow-javascript-client
JavaScript Web SDK for Dialogflow
sdk apiai javascript typescript natural-language-processing nlu nlp
Language:TypeScript 411
ArticutAPI
Droidtown / ArticutAPI
API of Articut 中文斷詞 (兼具語意詞性標記)：「斷詞」又稱「分詞」，是中文資訊處理的基礎。Articut 不用機器學習，不需資料模型，只用現代白話中文語法規則，即能達到 SIGHAN 2005 F1-measure 94% 以上，Recall 96% 以上的成績。
nlp cws nlu pos-tagger pos-tagging part-of-speech-tagger part-of-speech-embdding artificial-intelligence natural-language-processing natural-language-understanding
Language:Python 409
chatopera / clause
:horse_racing: 聊天机器人，自然语言理解，语义理解
chatbot natural-language-processing machine-learning natural-language-understanding cplusplus nlu nlp bot
Language:C++ 405
airyhq / airy
💬 Open Source App Framework to build streaming apps with real-time data - 💎 Build real-time data pipelines and make real-time data universally accessible - 🤖 Join historical and real-time data in the stream to create smarter ML and AI applications. - ⚡ Standardize complex data ingestion and stream data to apps with pre-built connectors
airy ingestion-platform nlp bot natural-language-processing bots nlu conversational-ai conversational-bots opensource cloud kafka kafka-streams kubernetes streaming
Language:Java 398
hooshvare / parsbert
🤗 ParsBERT: Transformer-based Model for Persian Language Understanding
nlp nlu bert parsbert persian-bert persianber persian-language text-classification named-entity-recognition ner transformer sentiment-analysis downstream-tasks language-models
Language:Jupyter Notebook 365
snipsco / snips-nlu-rs
Snips NLU rust implementation
rust nlu inference
Language:Rust 343
SimGus / Chatette
A powerful dataset generator for Rasa NLU, inspired by Chatito
chatbot rasa-nlu dataset-generation python chatito chatbots nlp rasa nlu botkit cli sentence parsing nlg
Language:Python 319
GaoQ1 / rasa_nlu_gq
turn natural language into structured data(支持中文，自定义了N种模型，支持不同的场景和任务)
natural-language bilstm-idcnn nlp nlu jieba rasa-nlu rasa-nlu-gao bert tensorflow rasa
Language:Python 302
brightmart / nlu_sim
all kinds of baseline models for sentence similarity 句子对语义相似度模型
atec nlu qa question-answering questions-and-answers semantic-similarity sentence-similarity similarity-measurement word2vec
Language:Python 298