Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.
☆153Jul 19, 2023Updated 2 years ago
Alternatives and similar repositories for Few-Shot-Intent-Detection
Users that are interested in Few-Shot-Intent-Detection are comparing it to the libraries listed below
Sorting:
- Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.☆44Jun 13, 2023Updated 2 years ago
- ☆13Feb 11, 2021Updated 5 years ago
- TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)☆243Nov 26, 2025Updated 3 months ago
- Implementation of the ACL Findings paper "OutFlip: Generating Examples for Unknown Intent Detection with Natural Language Attack"☆10May 24, 2021Updated 4 years ago
- Code for paper "Out-of-domain detection for natural language understanding in dialog systems"☆10May 27, 2022Updated 3 years ago
- Official implementation of "Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning", ACL2022 main con…☆14Jul 23, 2022Updated 3 years ago
- Official Implementation of "A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery"☆11May 31, 2023Updated 2 years ago
- Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)☆78Feb 7, 2022Updated 4 years ago
- DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue☆286Jul 6, 2023Updated 2 years ago
- ☆28Jan 6, 2020Updated 6 years ago
- Zero-shot Intent Classification and Unknown Intent Detection☆19Sep 6, 2021Updated 4 years ago
- Repository that accompanies "An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction" (EMNLP 2019)☆220Jun 1, 2021Updated 4 years ago
- Data from the publication "Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialog…☆25Dec 3, 2020Updated 5 years ago
- Official Repository for "BlendX: Complex Multi-intent Detection with Blended Patterns"☆27Jan 16, 2026Updated last month
- DSTC9 Multi-Domain Task-Oriented Dialog Challenge II☆34Nov 26, 2020Updated 5 years ago
- Streamlit app to visualize and edit TTS datasets☆15Dec 15, 2021Updated 4 years ago
- ☆10Nov 4, 2019Updated 6 years ago
- Step-by-step guide to Triton deployment on ECS using CDK☆11May 22, 2021Updated 4 years ago
- DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (SVS & TTS); AAAI 2022; Official code☆10Mar 8, 2022Updated 3 years ago
- ☆29Dec 15, 2021Updated 4 years ago
- Platform for few-shot natural language processing: Text Classification, Sequene Labeling.☆221Mar 10, 2022Updated 3 years ago
- AAAI-22 paper: Synthetic Disinformation Attacks on Automated Fact Verification Systems☆12Feb 23, 2022Updated 4 years ago
- ☆14Nov 23, 2023Updated 2 years ago
- TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition (ACL 2021)☆55Sep 11, 2022Updated 3 years ago
- ☆116Oct 4, 2022Updated 3 years ago
- Zero-shot dialogue state tracking (DST)☆83Nov 18, 2021Updated 4 years ago
- ☆13Nov 30, 2022Updated 3 years ago
- DSTC 11 Track 2: Intent Induction from Conversations for Task-Oriented Dialogue☆49May 5, 2023Updated 2 years ago
- code of our EMNLP-19 Paper, CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding☆28Sep 17, 2019Updated 6 years ago
- ☆227Jun 1, 2018Updated 7 years ago
- The Schema-Guided Dialogue Dataset☆596Aug 7, 2023Updated 2 years ago
- Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slo…☆91Dec 17, 2021Updated 4 years ago
- ☆15Oct 26, 2021Updated 4 years ago
- [Findings of EMNLP 2022] Holistic Sentence Embeddings for Better Out-of-Distribution Detection☆18Jun 14, 2023Updated 2 years ago
- The repo for ACL2021 findings paper - Don't Miss the Labels: Label-semantic Argumented Meta-Learner for Few-Shot Text Classification☆15Mar 24, 2022Updated 3 years ago
- A library of graph search algorithms written in Python☆18Sep 12, 2025Updated 5 months ago
- 基于预训练BERT和GAT的剧本角色情绪识别研究☆13Dec 15, 2023Updated 2 years ago
- Official repository for "SimpleTOD: A Simple Language Model for Task-Oriented Dialogue"☆239May 1, 2025Updated 10 months ago
- Open source code and data for AAAI 2022 Oral Paper "Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding"☆35May 26, 2024Updated last year