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snips-dataset

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yuanxiaosc /BERT-for-Sequence-Labeling-and-Text-Classification

This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.

text-classification template-project bert sequence-labeling conll-2003 atis-dataset snips-dataset

UpdatedDec 8, 2022
Python

sz128 /slot_filling_and_intent_detection_of_SLU

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 named-entity-recognition spoken-language sequence-labeling slot-filling encoder-decoder intent-detection atis-dataset bert-bilstm-crf snips-dataset xlnet

UpdatedFeb 4, 2021
Python

Se-Hun /NLU-Benchmark

Natural Language Understanding(NLU) benchmark for closed domain chatbot and task-oriented artificial intelligence secretary system

slot-filling natural-language-understanding entity-recognition task-oriented-dialogue intent-classification atis-dataset snips-dataset closed-domain-chatbots

UpdatedNov 12, 2021
Python

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

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

UpdatedAug 17, 2023
Jupyter Notebook

secretsauceai /NLU-snips-converter

Quick and dirty solution to convert CSV training data into Snips JSON format and train an engine

nlu snips snips-nlu nlu-engine snips-dataset snips-model

UpdatedDec 9, 2021
Jupyter Notebook

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