14 results found Sort:

deeppavlov
DeepPavlov deeppavlov
1.2k
6.7k
apache-2.0
211
An open source library for deep learning end-to-end dialog systems and chatbots.
ai bot nlp chatbot chitchat tensorflow slot-filling deep-learning dialogue-agents dialogue-manager dialogue-systems intent-detection machine-learning entity-extraction question-answering deep-neural-networks nlp-machine-learning intent-classification artificial-intelligence named-entity-recognition
Created 2017-11-17
2,711 commits to master branch, last one 7 days ago
charlesXu86
Chatbot_CN charlesXu86
433
1.3k
apache-2.0
46
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
ir ner nlg nlu chatbot-cn tensorflow slot-filling text-correct deep-learning django-restful recommendation knowledge-graph dialogue-systems intent-detection oriented-dialogs sentiment-analysis tenserflow-serving attention-mechanism text-classification reinforcement-learning
Created 2018-08-01
4 commits to master branch, last one 3 years ago
sz128
slot_filling_and_intent_detection_of_SLU sz128
105
393
apache-2.0
17
slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet
crf xlnet atis-dataset slot-filling snips-dataset bert-bilstm-crf encoder-decoder spoken-language intent-detection sequence-labeling named-entity-recognition
Created 2018-06-05
110 commits to master branch, last one 4 years ago
LeePleased
StackPropagation-SLU LeePleased
39
147
unknown
7
Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".
slu pytorch slot-filling intent-detection task-oriented-dialogue spoken-language-understanding
Created 2019-09-01
24 commits to master branch, last one 3 years ago
taishan1994
pytorch_bert_intent_classification_and_slot_filling taishan1994
24
147
unknown
2
基于pytorch的中文意图识别和槽位填充
slot-filling intent-detection named-entity-recognition
Created 2021-10-19
12 commits to main branch, last one 5 months ago
czhang99
Capsule-NLU czhang99
26
139
unknown
5
Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471
acl2019 tensorflow slot-filling deep-learning intent-detection capsule-neural-networks natural-language-understanding
Created 2019-07-08
2 commits to master branch, last one 5 years ago
jianguoz
Few-Shot-Intent-Detection jianguoz
25
135
unknown
4
Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.
libary datasets few-shot intent-detection intent-classification
Created 2021-06-03
61 commits to main branch, last one about a year ago
ChatFAQ
ChatFAQ ChatFAQ
9
116
mit
5
Open-source ecosystem for building AI-powered conversational solutions using RAG, agents, FSMs, and LLMs.
ai llm nlg rag gpt4 claude chatgpt parsing chatbots open-source generative-ai semantic-search intent-detection answer-generation information-retrieval large-language-models retrieval-augmented-generation
Created 2023-03-06
1,153 commits to develop branch, last one 5 days ago
VinAIResearch
JointIDSF VinAIResearch
32
85
agpl-3.0
8
BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)
bert vietnamese slot-filling joint-learning intent-detection multitask-learning intent-detection-and-slot-filling
Created 2020-12-31
105 commits to main branch, last one 4 months ago
LooperXX
AGIF LooperXX
29
82
gpl-2.0
4
Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling"
end-to-end multi-intent slot-filling dialogue-systems intent-detection task-oriented-dialogue spoken-language-understanding
Created 2020-09-22
19 commits to master branch, last one 2 years ago
thuiar
Adaptive-Decision-Boundary thuiar
12
73
unknown
3
Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)
aaai2021 intent-detection open-classification artificial-intelligence natural-language-processing out-of-distribution-detection
Created 2020-12-18
55 commits to main branch, last one 2 years ago
anuragmishra1
alter-nlu anuragmishra1
13
57
apache-2.0
7
Natural language understanding library for chatbots with intent recognition and entity extraction.
bot nlp nlu spacy chatbot flashtext fuzzywuzzy nlu-engine bot-framework deep-learning intent-parser intent-detection chatbot-framework conversational-ai entity-extraction text-classification nlp-machine-learning intent-classification information-extraction nlp-keywords-extraction
Created 2019-02-15
19 commits to master branch, last one 3 years ago
GT4SD
zero-shot-bert-adapters GT4SD
10
38
mit
7
Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.
nlp bert intent pytorch zero-shot transformers deep-learning intent-detection intent-classification zero-shot-classification
Created 2022-08-08
55 commits to main branch, last one about a year ago
thuiar
MIntRec2.0 thuiar
3
31
unknown
1
MIntRec2.0 is the first large-scale dataset for multimodal intent recognition and out-of-scope detection in multi-party conversations (ICLR 2024)
dataset iclr2024 framework classification intent-detection deep-neural-networks intent-classification out-of-scope-detection multimodal-intent-analysis multimodal-machine-learning
Created 2024-02-18
13 commits to master branch, last one 5 months ago