Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.
☆154Jul 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 10 months ago
- ☆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
- Code for paper "Out-of-domain detection for natural language understanding in dialog systems"☆10May 27, 2022Updated 3 years ago
- Discovering New Intents with Deep Aligned Clustering (AAAI 2021)☆130Jul 1, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official implementation of "Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning", ACL2022 main con…☆14Jul 23, 2022Updated 3 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
- Official Implementation of "A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery"☆11May 31, 2023Updated 2 years ago
- TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)☆243Nov 26, 2025Updated 4 months ago
- A collection of task-specific NLU datasets☆163Apr 29, 2022Updated 3 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☆286Jul 6, 2023Updated 2 years ago
- Papers for Open Knowledge Discovery☆120Dec 21, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆49Jul 18, 2022Updated 3 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
- [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 2 years ago
- ☆116Oct 4, 2022Updated 3 years ago
- AAAI-22 paper: Synthetic Disinformation Attacks on Automated Fact Verification Systems☆12Feb 23, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- 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
- Platform for few-shot natural language processing: Text Classification, Sequene Labeling.☆221Mar 10, 2022Updated 4 years ago
- ☆18Aug 22, 2022Updated 3 years ago
- Code for the ACL 2022 (Long paper): "New Intent Discovery with Pre-training and Contrastive Learning".☆14Jul 18, 2022Updated 3 years ago
- ☆13Nov 30, 2022Updated 3 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
- 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
- ☆227Jun 1, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- [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)☆53Jun 12, 2022Updated 3 years ago
- Copora for evaluating NLU Services/Platforms such as Dialogflow, LUIS, Watson, Rasa etc.☆113Mar 9, 2022Updated 4 years ago
- Implementation of EMNLP 2023 Findings: Improving Question Generation with Multi-level Content Planning☆18Nov 30, 2023Updated 2 years ago
- The Schema-Guided Dialogue Dataset☆600Aug 7, 2023Updated 2 years ago
- Official repository for "Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems"☆75Jan 26, 2022Updated 4 years ago
- Some RNN implementations in Theano☆17Jul 23, 2016Updated 9 years ago