Topic: slot-filling Goto Github

👇 Here are 85 public repositories matching this topic...

ailln / fuzi-nlu
slot-filling,🤖️ 聊天机器人——夫子的「自然语言理解」模块
User: ailln
Home Page: https://fuzi.ailln.com
chatbot pytorch socketio seq2seq seq2seq-chatbot slot-filling intent-classification joint-nlu nlu question-answering

applenob / rnn-for-joint-nlu
slot-filling,Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
User: applenob
tensorflow seq2seq sequence-labeling nlu slot-filling

brightmart / slot_filling_intent_joint_model
slot-filling,attention based joint model for intent detection and slot filling
User: brightmart
intent-detection slot-filling joint-models cnn attention-mechanism bi-directional knowledge-representation

bytecell / slotminer
slot-filling,Tool for slot extraction from text
User: bytecell
slot-extraction dialog-system information-extraction rule-based slotminer slot-minining temporal-information time-information slot-normalization slot-filling

charlesxu86 / chatbot_cn
slot-filling,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
User: charlesxu86
deep-learning chatbot-cn tenserflow-serving intent-detection django-restful reinforcement-learning knowledge-graph slot-filling dialogue-systems ir

chsasank / atis.keras
slot-filling,Spoken Language Understanding(SLU)/Slot Filling in Keras
User: chsasank
Home Page: https://chsasank.github.io/spoken-language-understanding.html
deep-learning natural-language-processing slot-filling spoken-language tutorial

czhang99 / capsule-nlu
slot-filling,Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471
User: czhang99
capsule-neural-networks intent-detection slot-filling natural-language-understanding deep-learning tensorflow acl2019

deeppavlov / deeppavlov
slot-filling,An open source library for deep learning end-to-end dialog systems and chatbots.
Organization: deeppavlov
Home Page: https://deeppavlov.ai
bot nlp chatbot dialogue-systems question-answering chitchat slot-filling intent-classification entity-extraction named-entity-recognition

derekchen14 / task_oriented_dialog_agent
slot-filling,Dialog agent for handling task oriented chat
User: derekchen14
dialogue dialogue-agent intent-classification slot-filling conversational-ai policy-management

devross / bert-slot-tokenizer
slot-filling,这是一个slot filling任务的预处理工具
User: devross
bert bert-tokenizer slot-filling

dialogflow / fulfillment-telephony-nodejs
slot-filling, Sample integrating Telephony, Google Sheets, and Slot Filling with Dialogflow
Organization: dialogflow
telephony google-sheets-api-v4 slot-filling dialogflow-fulfillment-nodejs add-to-dialogflow

dsksd / rnn-for-joint-nlu
slot-filling,Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
User: dsksd
intent slot-filling task-oriented-dialogue nlu rnn lstm attention encoder-decoder

exah / nano-slots
slot-filling,A super lightweight slots implementation for React
User: exah
react slots slot-filling lightweight

frankkramer-lab / gernermed-pp
slot-filling,GERNERMED++ is a transfer-learning-based open neural NER model for medical entities designed for German data.
Organization: frankkramer-lab
clinical-notes information-extraction medical-informatics named-entity-recognition natural-language-processing ner nlp nlp-machine-learning slot-filling spacy

gaoq1 / ner-slot_filling
slot-filling,中文自然语言的实体抽取和意图识别（Natural Language Understanding），可选Bi-LSTM + CRF 或者 IDCNN + CRF
User: gaoq1
nlu slot slot-filling ner nlp bi-lstm crf idcnn medicle emr

gaoq1 / rasa-nlp-architect
slot-filling,采用nlp-architect实现rasa-nlu中文意图提取和槽填充
User: gaoq1
rasa-nlu intent-extraction slot-filling nlp-architect chinese rasa-core policy rasa

gaoq1 / rasa_chatbot_cn
slot-filling,building a chinese dialogue system based on the newest version of rasa(基于最新版本rasa搭建的对话系统)
User: gaoq1
python rasa-nlu rasa-core intent-classification slot-filling rasa-nlu-gao bert tensorflow transformer policy rasa chinese rasa-chatbot train-dialogue demo rasa-x

guotong1988 / chinese-ner-injectdictrule
slot-filling,named entity recognition combined with rule from entity dict
User: guotong1988
tensorflow slot-filling nlp ner

hadoopit / rnn-nlu
slot-filling,A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling
User: hadoopit
sequence-labeling sequence-classification recurrent-neural-networks tensorflow attention slot-filling intent-detection

howl-anderson / microweatherbot_en
slot-filling,基于 rasa 1.x 版本搭建的英文天气查询 demo | A simple & micro English Weatherbot based on rasa framework
User: howl-anderson
rasa-nlu demo rasa-chatbot intent-classification rasa tensorflow slot-filling chinese-chatbot rasa-x

imagist486 / chatbot-slot-filling
slot-filling,Chatbot slot filling based on LLM + langchian｜多轮对话槽值填充。
User: imagist486
Home Page: https://github.com/iMagist486/Dialogue-Slot-Filling
chatbot langchain slot-filling llm openai-api

jeffchy / re2nn-seq
slot-filling,Source code for the EMNLP2021 paper: "Neuraling Regular Expressions for Slot Filling"
User: jeffchy
slot-filling regular-expression

leepleased / stackpropagation-slu
slot-filling,Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".
User: leepleased
Home Page: https://arxiv.org/pdf/1909.02188.pdf
slot-filling intent-detection pytorch spoken-language-understanding slu task-oriented-dialogue

liuzl / fmr
slot-filling,Functional Meaning Representation and Semantic Parsing Framework
User: liuzl
earley context-free-grammar backus-naur-form natural-language-understanding slot-filling fmr slot-grammar framenet semantic

llhthinker / slot-filling
slot-filling,Blog: https://www.cnblogs.com/llhthinker/p/8978029.html
User: llhthinker
nlp dialogue-systems slot-filling pytorch

looperxx / agif
slot-filling,Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling"
User: looperxx
spoken-language-understanding intent-detection dialogue-systems task-oriented-dialogue end-to-end multi-intent slot-filling

looperxx / proslu
slot-filling,Open source code and data for AAAI 2022 Oral Paper "Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding"
User: looperxx
Home Page: https://arxiv.org/abs/2112.11953
intent-detection slot-filling spoken-language-understanding dialogue-systems task-oriented-dialogue complex-slu

macournoyer / utterance_parser
slot-filling,Extract intent and entities from natural language utterances
User: macournoyer
extracts-intent slot-filling nlp

miulab / slotgated-slu
slot-filling,Slot-Gated Modeling for Joint Slot Filling and Intent Prediction
Organization: miulab
intent-prediction joint-models natural-language-understanding slot-filling spoken-language-understanding

monologg / jointbert
slot-filling,Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
User: monologg
bert transformers slot-filling pytorch intent-classification slu joint-bert

pengboliu / slot-filling
slot-filling,Spoken Language Understanding(SLU)/Slot Filling(语义槽填充) in PyTorch
User: pengboliu
pytorch spoken-language-understanding slot-filling nlp

picovoice / rhino
slot-filling,On-device Speech-to-Intent engine powered by deep learning
Organization: picovoice
Home Page: https://picovoice.ai/
natural-language-understanding voice-recognition nlu spoken-language-understanding voice-assistant voice-ui voice-user-interface speech-recognition voice-commands voice-control

princeton-nlp / densephrases
slot-filling,[ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624
Organization: princeton-nlp
Home Page: https://arxiv.org/abs/2012.12624
nlp open-domain-qa slot-filling knowledge-base information-retrieval passage-retrieval

prithivirajdamodaran / parrot_paraphraser
slot-filling,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.
User: prithivirajdamodaran
paraphrase-generation paraphrase paraphrased-data nlu slot-filling rasa-nlu intents

rishabbh-sahu / intent_and_slot_classification
slot-filling,One of the main NLU tasks is to understand the intents (sequence classification) and slots (entities within the sequence). This repo help classify both together using Joint Model (multitask model). BERT_SMALL is used which can be changed to any other BERT variant.
User: rishabbh-sahu
bert bert-small intent-classification joint-models ner slot-filling tensorflow2 gpu-acceleration cuda11 multitask-learning

scu-jjkinging / ccir-cup
slot-filling,2021 CCF BDCI 全国信息检索挑战杯（CCIR-Cup）智能人机交互自然语言理解赛道第二名参赛解决方案
User: scu-jjkinging
intent-detection slot-filling joint-learning natural-language-understanding ernie sequence-labeling co-interactive

shawonashraf / nlu-jointbert-dl2021
slot-filling,Repository for the course project of Deep Learning for Speech and Natural Language Processing at Universität Stuttgart.
User: shawonashraf
tensorflow nlu bert classification slot-filling intent-classification class-project python

snipsco / snips-nlu
slot-filling,Snips Python library to extract meaning from text
Organization: snipsco
Home Page: https://snips-nlu.readthedocs.io
nlp nlu python machine-learning text-classification intent-classification ner named-entity-recognition slot-filling intent-parser

sz128 / slot_filling_and_intent_detection_of_slu
slot-filling,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
User: sz128
crf sequence-labeling encoder-decoder spoken-language bert-bilstm-crf xlnet atis-dataset snips-dataset slot-filling intent-detection

taishan1994 / pytorch_bert_intent_classification_and_slot_filling
slot-filling,基于pytorch的中文意图识别和槽位填充
User: taishan1994
intent-detection named-entity-recognition slot-filling

vinairesearch / jointidsf
slot-filling,BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)
Organization: vinairesearch
bert intent-detection intent-detection-and-slot-filling joint-learning multitask-learning slot-filling vietnamese

vinairesearch / jpis
slot-filling,JPIS: A Joint Model for Profile-Based Intent Detection and Slot Filling with Slot-to-Intent Attention (ICASSP 2024)
Organization: vinairesearch
intent-detection intent-detection-and-slot-filling profile-based slot-filling user-profiling

vinairesearch / misca
slot-filling,MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention (EMNLP 2023 - Findings)
Organization: vinairesearch
intent-detection intent-detection-and-slot-filling multi-intent slot-filling

yltw27 / slotfilling
slot-filling,Using Tensorflow to train a slot-filling & intent joint model
User: yltw27
tensorflow python slot-filling intent-classification

yuanxiaosc / slot-filling-and-intention-prediction-in-paper-translation
slot-filling,槽填充、意图预测（口语理解）论文整理和中文翻译。Slot filling and intent prediction paper collation and Chinese translation.
User: yuanxiaosc
Home Page: https://yuanxiaosc.github.io/categories/%E8%AE%BA%E6%96%87/%E5%8F%A3%E8%AF%AD%E7%90%86%E8%A7%A3/
spoken-language-understanding slot-filling intent-prediction chinese-translation paper-summaries

yueyu1030 / cosine
slot-filling,[NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach'.
User: yueyu1030
Home Page: https://arxiv.org/pdf/2010.07835.pdf
weak-supervision weakly-supervised-learning language-model fine-tuning self-training text-classification slot-filling sentence-pair-classification learning-with-noisy-labels contrastive-learning

zhenwenzhang / slot_filling
slot-filling,Latest research advances on semantic slot filling.
User: zhenwenzhang
slot-filling nlp deep-learning task-oriented-dialogue

zjunlp / openue
slot-filling,[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text
Organization: zjunlp
Home Page: http://openue.zjukg.org
triple-extraction relation-extraction named-entity-recognition event-extraction intent-classification slot-filling nlp-extraction-tasks openue nlp pytorch

zliucr / coach
slot-filling,Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)
User: zliucr
cross-domain low-resource named-entity-recognition ner nlu slot-filling

zxlzr / openue
slot-filling,An Open-Source Package for Universal Extraction (UE)
User: zxlzr
Home Page: http://openue.top/
information-extraction named-entity-recognition relation-extraction slot-filling intent-classification sentiment-classification opinion-target-extraction