Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.
☆159Jul 19, 2023Updated 3 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆13Feb 11, 2021Updated 5 years ago
- Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.☆44Jun 13, 2023Updated 3 years ago
- Code for paper "Out-of-domain detection for natural language understanding in dialog systems"☆10May 27, 2022Updated 4 years ago
- Discovering New Intents with Deep Aligned Clustering (AAAI 2021)☆130Jul 1, 2022Updated 4 years ago
- Official implementation of "Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning", ACL2022 main con…☆14Jul 23, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Implementation of the ACL Findings paper "OutFlip: Generating Examples for Unknown Intent Detection with Natural Language Attack"☆10May 24, 2021Updated 5 years ago
- Official Implementation of "A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery"☆12May 31, 2023Updated 3 years ago
- TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)☆251May 18, 2026Updated 5 months ago
- Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)☆76Feb 7, 2022Updated 4 years ago
- A collection of task-specific NLU datasets☆172Apr 29, 2022Updated 4 years ago
- ☆28Jan 6, 2020Updated 6 years ago
- DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue☆289Jul 6, 2023Updated 3 years ago
- Papers for Open Knowledge Discovery☆123Dec 21, 2023Updated 2 years ago
- ☆48Jul 18, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆16Nov 23, 2023Updated 2 years ago
- ☆31Dec 15, 2021Updated 4 years ago
- Repository that accompanies "An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction" (EMNLP 2019)☆228Jun 1, 2021Updated 5 years ago
- DSTC 11 Track 2: Intent Induction from Conversations for Task-Oriented Dialogue☆49Oct 6, 2026Updated last week
- [AAAI 2023] Generalized Category Discovery with Decoupled Prototypical Network☆34Jun 22, 2024Updated 2 years ago
- ☆18Aug 22, 2022Updated 4 years ago
- Official Repository for "BlendX: Complex Multi-intent Detection with Blended Patterns"☆27Apr 27, 2026Updated 5 months ago
- Zero-shot dialogue state tracking (DST)☆83Nov 18, 2021Updated 4 years ago
- ☆116Oct 4, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- AAAI-22 paper: Synthetic Disinformation Attacks on Automated Fact Verification Systems☆12Feb 23, 2022Updated 4 years ago
- Zero-shot Intent Classification and Unknown Intent Detection☆19Sep 6, 2021Updated 5 years ago
- Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slo…☆93Dec 17, 2021Updated 4 years ago
- Platform for few-shot natural language processing: Text Classification, Sequene Labeling.☆220Mar 10, 2022Updated 4 years ago
- Artifact associated with the paper "Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking"☆25May 4, 2020Updated 6 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 4 years ago
- ☆13Nov 30, 2022Updated 3 years ago
- Code for the ACL 2022 (Long paper): "New Intent Discovery with Pre-training and Contrastive Learning".☆13Jul 18, 2022Updated 4 years ago
- Source code and dataset for COLING2018 paper "Adversarial Multi-lingual Neural Relation Extraction".☆21May 20, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Open source code and data for AAAI 2022 Oral Paper "Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding"☆36May 26, 2024Updated 2 years ago
- Java SDK for the TextRazor Text Analytics API☆18Updated this week
- ☆227Jun 1, 2018Updated 8 years ago
- [ACL 2023] Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation☆15Jul 11, 2023Updated 3 years ago
- Official repository for "SimpleTOD: A Simple Language Model for Task-Oriented Dialogue"☆239May 1, 2025Updated last year
- Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)☆962Apr 18, 2026Updated 6 months ago
- The Schema-Guided Dialogue Dataset☆608Aug 7, 2023Updated 3 years ago