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
☆393Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for slot_filling_and_intent_detection_of_SLU
- Slot-Gated Modeling for Joint Slot Filling and Intent Prediction☆305Updated 3 years ago
- This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currentl…☆470Updated last year
- Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743☆391Updated last year
- datasets of natural language understanding and dialogue state tracking☆142Updated 4 years ago
- Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".☆147Updated 3 years ago
- BERT as language model, fork from https://github.com/google-research/bert☆247Updated 8 months ago
- A Abstractive Summarization Implementation with Transformer and Pointer-generator☆395Updated 3 years ago
- BERT for Coreference Resolution☆445Updated last year
- The ATIS (Airline Travel Information System) Dataset☆153Updated 4 years ago
- Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".☆340Updated 5 years ago
- Leaderboards, Datasets and Papers for Multi-Turn Response Selection in Retrieval-Based Chatbots☆204Updated 3 years ago
- Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471☆139Updated last year
- This is the source implementation of ACL2019 accepted paper: A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slo…☆103Updated last year
- A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.☆1,243Updated 2 years ago
- Ner with Bert☆281Updated 5 years ago
- ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems☆455Updated 5 months ago
- Implementation of the ESIM model for natural language inference with PyTorch☆366Updated 3 years ago
- ☆444Updated 2 years ago
- DSTC8 Track 1 Task 1 End-to-End Multi-Domain Dialog Challenge Result:☆403Updated last year
- Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"☆373Updated 4 years ago
- Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems☆353Updated last year
- BERT for Multitask Learning☆546Updated last year
- ☆215Updated 5 years ago
- A pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".☆305Updated 2 years ago
- Semantics-aware BERT for Language Understanding (AAAI 2020)☆286Updated last year
- BERT-NER (nert-bert) with google bert https://github.com/google-research.☆407Updated 4 years ago
- Builds wordpiece(subword) vocabulary compatible for Google Research's BERT☆226Updated 3 years ago
- Feel free to fine tune large BERT models with Multi-GPU and FP16 support.☆192Updated 4 years ago
- Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"☆666Updated 10 months ago
- ☆446Updated 2 years ago