applenob / RNN-for-Joint-NLUView external linksLinks
Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
☆283Jan 5, 2018Updated 8 years ago
Alternatives and similar repositories for RNN-for-Joint-NLU
Users that are interested in RNN-for-Joint-NLU are comparing it to the libraries listed below
Sorting:
- A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling☆490Jul 12, 2018Updated 7 years ago
- Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.or…☆197Jun 5, 2021Updated 4 years ago
- attention based joint model for intent detection and slot filling☆178Dec 28, 2017Updated 8 years ago
- Slot-Gated Modeling for Joint Slot Filling and Intent Prediction☆306Apr 6, 2021Updated 4 years ago
- ☆223Mar 6, 2020Updated 5 years ago
- Tensorflow implementation of joint modeling of SLU (intent & slot filling) and LM with RNNs.☆118Sep 26, 2016Updated 9 years ago
- Dynamic seq2seq in TensorFlow, step by step☆995Aug 20, 2017Updated 8 years ago
- SMP2017中文人机对话评测数据☆108Oct 19, 2017Updated 8 years ago
- Fully Statistical Neural Belief Tracker (Mrkšić and Vulić, ACL 2018)☆166Oct 18, 2023Updated 2 years ago
- keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS☆125Aug 23, 2018Updated 7 years ago
- Spoken Language Understanding(SLU)/Slot Filling in Keras☆100Sep 19, 2018Updated 7 years ago
- 基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam_search等功能，数据集是Cornell Movie Dialogs☆146Jan 16, 2018Updated 8 years ago
- User Simulation for Task-Completion Dialogues☆804May 19, 2023Updated 2 years ago
- A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.☆1,244Nov 8, 2022Updated 3 years ago
- Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN☆968Jan 1, 2019Updated 7 years ago
- ☆443Jul 1, 2022Updated 3 years ago
- Deep Learning NLP Pipeline implemented on Tensorflow☆1,361Oct 11, 2024Updated last year
- Facilitating the design, comparison and sharing of deep text matching models.☆3,854Aug 2, 2024Updated last year
- named entity recognition combined with rule from entity dict☆13Aug 25, 2020Updated 5 years ago
- ☆47Jun 26, 2018Updated 7 years ago
- Latest research advances on semantic slot filling.☆25Feb 13, 2023Updated 3 years ago
- A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型☆3,986Nov 21, 2022Updated 3 years ago
- Dialog State Tracking using End-to-End Neural Networks☆235Jun 21, 2022Updated 3 years ago
- Named Entity Recognition (LSTM + CRF) - Tensorflow☆1,954Oct 16, 2020Updated 5 years ago
- ☆307Apr 12, 2017Updated 8 years ago
- 用于训练中英文对话系统的语料库 Datasets for Training Chatbot System☆2,052Sep 23, 2020Updated 5 years ago
- Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取☆2,266Feb 1, 2024Updated 2 years ago
- BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences☆435Aug 18, 2021Updated 4 years ago
- Tensorflow implementation of HRED (Hierarchical Recurrent Encoder-decoder).☆20Jan 29, 2019Updated 7 years ago
- ☆78Mar 9, 2019Updated 6 years ago
- A TensorFlow Implementation of the Transformer: Attention Is All You Need☆4,453May 21, 2023Updated 2 years ago
- An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.☆347May 26, 2018Updated 7 years ago
- Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems☆352Jul 6, 2023Updated 2 years ago
- classify text by rnn/lstm, based on TensorFlow r1.0☆86Jun 29, 2017Updated 8 years ago
- Turn Chinese natural language into structured data 中文自然语言理解☆1,536Jul 30, 2024Updated last year
- A Tensorflow implementation of QANet for machine reading comprehension☆983May 30, 2018Updated 7 years ago
- Recurrent Additive Networks for Tensorflow☆16Jun 30, 2017Updated 8 years ago
- 使用TensorFlow实现的Sequence to Sequence的聊天机器人模型☆793Jun 21, 2018Updated 7 years ago
- Tensorflow implementation of contextualized word representations from bi-directional language models☆1,613Mar 4, 2023Updated 2 years ago