Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.
☆156Jul 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference☆51May 1, 2025Updated last year
- ☆13Feb 11, 2021Updated 5 years ago
- Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.☆44Jun 13, 2023Updated 2 years ago
- Discovering New Intents with Deep Aligned Clustering (AAAI 2021)☆131Jul 1, 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
- 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.
- TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)☆243Nov 26, 2025Updated 5 months ago
- A collection of task-specific NLU datasets☆163Apr 29, 2022Updated 4 years ago
- ☆28Jan 6, 2020Updated 6 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☆287Jul 6, 2023Updated 2 years ago
- Papers for Open Knowledge Discovery☆121Dec 21, 2023Updated 2 years ago
- ☆15Nov 23, 2023Updated 2 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
- DSTC9 Multi-Domain Task-Oriented Dialog Challenge II☆34Nov 26, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Official Repository for "BlendX: Complex Multi-intent Detection with Blended Patterns"☆27Apr 27, 2026Updated last week
- [AAAI 2023] Generalized Category Discovery with Decoupled Prototypical Network☆34Jun 22, 2024Updated last year
- ☆29Dec 15, 2021Updated 4 years ago
- DSTC 11 Track 2: Intent Induction from Conversations for Task-Oriented Dialogue☆49May 5, 2023Updated 3 years ago
- Repository that accompanies "An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction" (EMNLP 2019)☆221Jun 1, 2021Updated 4 years ago
- ☆116Oct 4, 2022Updated 3 years ago
- Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slo…☆92Dec 17, 2021Updated 4 years ago
- Zero-shot dialogue state tracking (DST)☆83Nov 18, 2021Updated 4 years ago
- Zero-shot Intent Classification and Unknown Intent Detection☆19Sep 6, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Platform for few-shot natural language processing: Text Classification, Sequene Labeling.☆221Mar 10, 2022Updated 4 years ago
- Code for the ACL 2022 (Long paper): "New Intent Discovery with Pre-training and Contrastive Learning".☆14Jul 18, 2022Updated 3 years ago
- Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.☆111Mar 24, 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
- ☆13Nov 30, 2022Updated 3 years ago
- Source code and dataset for COLING2018 paper "Adversarial Multi-lingual Neural Relation Extraction".☆21May 20, 2022Updated 3 years 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
- [ACL 2023] Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation☆14Jul 11, 2023Updated 2 years ago
- The source code of "Language Models are Few-shot Multilingual Learners" (MRL @ EMNLP 2021)☆52Jun 12, 2022Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Official repository for "SimpleTOD: A Simple Language Model for Task-Oriented Dialogue"☆239May 1, 2025Updated last year
- MIntRec: A New Dataset for Multimodal Intent Recognition (ACM MM 2022)☆136May 2, 2025Updated last year
- The Schema-Guided Dialogue Dataset☆603Aug 7, 2023Updated 2 years ago
- Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)☆944Apr 18, 2026Updated 3 weeks ago
- Some RNN implementations in Theano☆17Jul 23, 2016Updated 9 years ago
- MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention (EMNLP 2023 - Findings)☆33Jul 22, 2024Updated last year
- Dialog State Tracking Challenge 2 & 3 Data☆87Sep 30, 2022Updated 3 years ago