NLU: domain-intent-slot; text2SQL
☆74Apr 18, 2020Updated 5 years ago
Alternatives and similar repositories for Natural-language-understanding-papers
Users that are interested in Natural-language-understanding-papers are comparing it to the libraries listed below
Sorting:
- datasets of natural language understanding and dialogue state tracking☆147Oct 26, 2020Updated 5 years ago
- GPU-accelerated PyTorch implementation of Zero-shot User Intent Detection via Capsule Neural Networks☆16Apr 16, 2019Updated 6 years ago
- A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.☆1,244Nov 8, 2022Updated 3 years ago
- slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shoppi…☆400Feb 4, 2021Updated 5 years ago
- Baseline implementation for DSTC8 User Response Prediction Challenge☆72Jun 12, 2023Updated 2 years ago
- Latest research advances on semantic slot filling.☆25Feb 13, 2023Updated 3 years ago
- An easy-to-use sequence labeling project(get SoA on ATIS data) with pytorch☆15Nov 21, 2018Updated 7 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
- The Schema-Guided Dialogue Dataset☆597Aug 7, 2023Updated 2 years ago
- Toward Scalable Neural Dialogue State Tracking Model☆20Sep 23, 2022Updated 3 years ago
- 对话系统论文阅读目录☆32Dec 25, 2020Updated 5 years ago
- The implementation of the model proposed in the Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing paper☆60Jan 16, 2019Updated 7 years ago
- SOM-DST: Efficient Dialogue State Tracking by Selectively Overwriting Memory (ACL 2020)☆153Jul 25, 2024Updated last year
- Slot-Gated Modeling for Joint Slot Filling and Intent Prediction☆307Apr 6, 2021Updated 4 years ago
- Research project for task-oriented dialogue system with jointly training multi-intent classification and slot filling☆10Sep 11, 2023Updated 2 years ago
- Implementation of the ACL Findings paper "OutFlip: Generating Examples for Unknown Intent Detection with Natural Language Attack"☆10May 24, 2021Updated 4 years ago
- Intent Detection and Slot Filling☆39Oct 15, 2023Updated 2 years ago
- Webpage for the DSTC8 - NOESIS II: Predicting Responses☆48Mar 24, 2023Updated 2 years ago
- This is the source implementation of ACL2019 accepted paper: A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slo…☆102Mar 24, 2023Updated 2 years ago
- A list of recent papers about Meta / few-shot learning methods applied in NLP areas.☆231Dec 29, 2020Updated 5 years ago
- ☆14Aug 19, 2018Updated 7 years ago
- [EMNLP 2019] Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation☆30May 22, 2023Updated 2 years ago
- Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743☆394Dec 8, 2022Updated 3 years ago
- Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling"☆25Jan 27, 2019Updated 7 years ago
- The implementation for the paper `Byte-Pair Encoding for Text-to-SQL Generation`.☆14Feb 26, 2020Updated 6 years ago
- 2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记☆13Oct 6, 2018Updated 7 years ago
- Synthetic task-oriented dialog generator with controllable complexity. It is released by Tiancheng Zhao (Tony) from Dialog Research Cente…☆50Jun 28, 2018Updated 7 years ago
- Global-Locally Self-Attentive Dialogue State Tracker☆187Feb 12, 2022Updated 4 years ago
- ☆511Sep 23, 2020Updated 5 years ago
- end-to-end dialog system dataset☆13Sep 15, 2019Updated 6 years ago
- A parser of the Multi-Domain Wizard-of-Oz dataset (MultiWOZ)☆68Oct 28, 2018Updated 7 years ago
- 开源hub是基于Tensorflow2.x的文本分类、对抗训练、标签平滑、处理样本不均衡☆12Oct 23, 2022Updated 3 years ago
- Code for Paper "Zero-shot User Intent Detection via Capsule Neural Networks".☆51Apr 8, 2019Updated 6 years ago
- Jointly encoding word confusion networks (WCNs) and dialogue context with BERT for spoken language understanding (SLU).☆12Jun 12, 2023Updated 2 years ago
- End-To-End Task-Completion Dialogue Challenge☆194Jun 20, 2019Updated 6 years ago
- this is roberta wwm base distilled model which was distilled from roberta wwm by roberta wwm large☆66Mar 30, 2020Updated 5 years ago
- An implementation of "Incorporating copying mechanism in sequence-to-sequence learning"☆152Aug 31, 2017Updated 8 years ago
- Pytorch Implementation of "Sequential Dialogue Context Modeling for Spoken Language Understanding( https://arxiv.org/abs/1705.03455 )"☆34Jul 10, 2018Updated 7 years ago
- Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".☆147Feb 23, 2021Updated 5 years ago