ZephyrChenzf / SF-ID-Network-For-NLUView external linksLinks
This is the source implementation of ACL2019 accepted paper: A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling(https://www.aclweb.org/anthology/P19-1544).
☆102Mar 24, 2023Updated 2 years ago
Alternatives and similar repositories for SF-ID-Network-For-NLU
Users that are interested in SF-ID-Network-For-NLU are comparing it to the libraries listed below
Sorting:
- Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".☆147Feb 23, 2021Updated 4 years ago
- Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471☆139Mar 24, 2023Updated 2 years ago
- Slot-Gated Modeling for Joint Slot Filling and Intent Prediction☆306Apr 6, 2021Updated 4 years ago
- Implementation of paper accepted by EMNLP 2018 using Pytorch named "A Self-Attentive Model with Gate Mechanism for Spoken Language Unders…☆17Dec 11, 2018Updated 7 years ago
- Open source code for Paper "A Co-Interactive Transformer for Joint Slot Filling and Intent Detection"☆78Dec 13, 2021Updated 4 years ago
- Intent Detection and Slot Filling☆39Oct 15, 2023Updated 2 years ago
- A TensorFlow implement for "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".☆10Jan 22, 2021Updated 5 years ago
- Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling"☆25Jan 27, 2019Updated 7 years ago
- slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shoppi…☆399Feb 4, 2021Updated 5 years ago
- Joint Slot Filling and Intent Prediction Use Attention and Slot Gate. NER, Intent classification☆41Aug 22, 2019Updated 6 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
- ☆19Jan 7, 2020Updated 6 years ago
- Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slo…☆89Dec 17, 2021Updated 4 years ago
- ☆223Mar 6, 2020Updated 5 years ago
- SlotRefine: A Fast Non-Autoregressive Model forJoint Intent Detection and Slot Filling☆48Apr 27, 2021Updated 4 years ago
- Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"☆732Jan 11, 2024Updated 2 years ago
- 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.☆50Jun 17, 2019Updated 6 years ago
- Deep Unknown Intent Detection with Margin Loss (ACL2019)☆35Dec 8, 2022Updated 3 years ago
- Pytorch implementation of experiments described in "Conditioned Text Generation with Transfer for Closed-Domain Dialogue Systems".☆17Dec 16, 2021Updated 4 years ago
- The ATIS (Airline Travel Information System) Dataset☆170Jan 30, 2020Updated 6 years ago
- Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)☆77Nov 12, 2020Updated 5 years ago
- ☆511Sep 23, 2020Updated 5 years ago
- [EMNLP 2018] Towards Universal Dialogue State Tracking☆41Dec 31, 2019Updated 6 years ago
- Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU☆100Mar 21, 2021Updated 4 years ago
- A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.☆1,244Nov 8, 2022Updated 3 years ago
- This repo is code for the COLING 2018 paper: Sequence-to-sequence Data Augmentation for Dialogue Language Understanding.☆75Oct 10, 2021Updated 4 years ago
- End-To-End Task-Completion Dialogue Challenge☆194Jun 20, 2019Updated 6 years ago
- 中国中文信息学会社会媒体处理专业委员会举办的2019届中文人机对话之自然语言理解竞赛☆77Apr 23, 2020Updated 5 years ago
- Global-Locally Self-Attentive Dialogue State Tracker☆187Feb 12, 2022Updated 4 years ago
- ☆54Jun 7, 2021Updated 4 years ago
- attention based joint model for intent detection and slot filling☆178Dec 28, 2017Updated 8 years ago
- A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling☆490Jul 12, 2018Updated 7 years ago
- ☆14Dec 27, 2016Updated 9 years ago
- Jointly encoding word confusion networks (WCNs) and dialogue context with BERT for spoken language understanding (SLU).☆12Jun 12, 2023Updated 2 years ago
- The Schema-Guided Dialogue Dataset☆596Aug 7, 2023Updated 2 years ago
- An easy-to-use sequence labeling project(get SoA on ATIS data) with pytorch☆15Nov 21, 2018Updated 7 years ago
- NLP related tasks, including text classification, sequence annotation, text relations, machine translation and other tasks.☆68Dec 13, 2019Updated 6 years ago
- EMNLP-2020: Cross-lingual Spoken Language Understanding with Regularized Representation Alignment☆18Nov 21, 2020Updated 5 years ago
- Fully Statistical Neural Belief Tracker (Mrkšić and Vulić, ACL 2018)☆166Oct 18, 2023Updated 2 years ago