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Projects in Awesome Lists tagged with slot-filling

A curated list of projects in awesome lists tagged with slot-filling .

https://github.com/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

Last synced: 06 Nov 2024

https://github.com/GaoQ1/rasa_chatbot_cn

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)

bert chinese demo intent-classification policy python rasa rasa-chatbot rasa-core rasa-nlu rasa-nlu-gao rasa-x slot-filling tensorflow train-dialogue transformer

Last synced: 02 Nov 2024

https://github.com/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.

intents nlu paraphrase paraphrase-generation paraphrased-data rasa-nlu slot-filling

Last synced: 17 Dec 2024

https://github.com/monologg/JointBERT

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

bert intent-classification joint-bert pytorch slot-filling slu transformers

Last synced: 06 Nov 2024

https://github.com/princeton-nlp/densephrases

[ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624

information-retrieval knowledge-base nlp open-domain-qa passage-retrieval slot-filling

Last synced: 21 Dec 2024

https://github.com/princeton-nlp/DensePhrases

[ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624

information-retrieval knowledge-base nlp open-domain-qa passage-retrieval slot-filling

Last synced: 03 Nov 2024

https://github.com/MiuLab/SlotGated-SLU

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction

intent-prediction joint-models natural-language-understanding slot-filling spoken-language-understanding

Last synced: 06 Nov 2024

https://github.com/applenob/rnn-for-joint-nlu

Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

nlu seq2seq sequence-labeling slot-filling tensorflow

Last synced: 18 Dec 2024

https://github.com/ailln/fuzi-nlu

🤖️ 聊天机器人——夫子的「自然语言理解」模块

chatbot intent-classification joint-nlu nlu pytorch question-answering seq2seq seq2seq-chatbot slot-filling socketio

Last synced: 18 Nov 2024

https://github.com/LooperXX/AGIF

Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling"

dialogue-systems end-to-end intent-detection multi-intent slot-filling spoken-language-understanding task-oriented-dialogue

Last synced: 06 Nov 2024

https://github.com/liuzl/fmr

Functional Meaning Representation and Semantic Parsing Framework

backus-naur-form context-free-grammar earley fmr framenet natural-language-understanding semantic slot-filling slot-grammar

Last synced: 06 Nov 2024

https://github.com/macournoyer/utterance_parser

Extract intent and entities from natural language utterances

extracts-intent nlp slot-filling

Last synced: 11 Dec 2024

https://github.com/dialogflow/fulfillment-telephony-nodejs

Sample integrating Telephony, Google Sheets, and Slot Filling with Dialogflow

add-to-dialogflow dialogflow-fulfillment-nodejs google-sheets-api-v4 slot-filling telephony

Last synced: 12 Nov 2024

https://github.com/howl-anderson/microweatherbot_en

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

chinese-chatbot demo intent-classification rasa rasa-chatbot rasa-nlu rasa-x slot-filling tensorflow

Last synced: 21 Nov 2024

https://github.com/ayushk4/extract_covid_entity

Codebase accompanying the paper "Leveraging Event Specific and Chunk Span features to Extract COVID Events from tweets" - WNUT @ EMNLP 2020

extract-covid-events paper sentence-classification slot-filling twitter

Last synced: 27 Oct 2024

https://github.com/davidemodolo/nlu_intent_and_slot

Intent detection and Slot filling joint learning on ATIS and SNIPS datasets using pre-trained models and built-from-scratch models

atis-dataset bert encoder-decoder-model ernie intent-classification intent-detection pytorch slot-filling snips-dataset

Last synced: 18 Nov 2024

https://github.com/codhek/slot-filling

:ambulance: Model for spoken language understanding of ambulance emergency calls in singapore by identifying and filling in the important slots from conversations. [Maintained privately on GitLab]

nlp slot-filling

Last synced: 18 Dec 2024

https://github.com/jorgeramirez/ca-project

Project for my Conversational Agents course at UNITN.

conversational-agents intent-recognition slot-filling

Last synced: 28 Nov 2024

https://github.com/wj-mcat/nlu-paper-with-code

record my reading papers and reproduction code.

allennlp neural-language-processing nlu papers pytorch slot-filling

Last synced: 14 Dec 2024