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.

Language: Python - Size: 2.75 MB - Last synced at: 26 days ago - Pushed at: over 2 years ago - Stars: 471 - Forks: 97

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

Language: Python - Size: 9.26 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 383 - Forks: 104

howl-anderson/ATIS_dataset

The ATIS (Airline Travel Information System) Dataset

Language: Python - Size: 546 KB - Last synced at: 22 days ago - Pushed at: about 5 years ago - Stars: 157 - Forks: 49

howl-anderson/NLU_benchmark_dataset

自然语言理解 基准测试 数据集 | Benchmark datasets for Natural Language Understanding (NLU)

Language: Python - Size: 938 KB - Last synced at: 22 days ago - Pushed at: over 6 years ago - Stars: 20 - Forks: 11

Toukenize/weather-flight-bot

Weather-Flight-Bot, a combined model of semantics slot-filling and intent detection powered by neural network (LSTM and CNN layers).

Language: Jupyter Notebook - Size: 5.19 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 1

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

Language: Jupyter Notebook - Size: 1.9 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

Se-Hun/NLU-Benchmark

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

Language: Python - Size: 63.5 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

Jules010209/bordeaux-atis

Language: TypeScript - Size: 323 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

fedelopez77/seqtag

Named Entity Recognition on ATIS dataset with Transformers

Language: Python - Size: 16.6 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

ZakirCodeArchitect/Flight-Intent-Classifier

This project uses a Bidirectional LSTM model to classify flight-related queries into 8 intents. Trained on the ATIS dataset, it achieved 97% test accuracy and is ideal for travel-related chatbots.

Language: Jupyter Notebook - Size: 12.6 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

ZakirCodeArchitect/Intent-classifiers-on-regression-models

This project compares five optimization algorithms (GD, SGD, Momentum, RMSProp, and Adam) on Univariate Linear Regression and a neural network for Intent Classification with the ATIS dataset. It evaluates convergence speed, stability, and final loss, showing that Adam delivers the best performance across both models.

Language: Jupyter Notebook - Size: 896 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

lucaZardini/Intent-classification-and-slot-filling

This project was developed for the Natural Language Understanding course of the Master Degree Artificial Intelligence Systems at the University of Trento.

Language: Jupyter Notebook - Size: 8.13 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

egillanton/ice-atis

The Icelandic translation of the ATIS dataset

Language: Python - Size: 1.28 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

screddy1313/cky-parser

CKY parser for ATIS grammar

Language: Python - Size: 985 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

Ipsedo/ProjetTAL Fork of RobinKD/ProjetTAL

Projet de Traitement Automatique des Langues sur les données ATIS

Language: Python - Size: 1.35 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0