Discovering New Intents with Deep Aligned Clustering (AAAI 2021)
☆131Jul 1, 2022Updated 3 years ago
Alternatives and similar repositories for DeepAligned-Clustering
Users that are interested in DeepAligned-Clustering are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)☆78Feb 7, 2022Updated 4 years ago
- Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement (AAAI2020)☆46Dec 8, 2022Updated 3 years ago
- ☆49Jul 18, 2022Updated 3 years ago
- Papers for Open Knowledge Discovery☆121Dec 21, 2023Updated 2 years ago
- TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)☆244May 18, 2026Updated 3 weeks 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.
- Code for paper "Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning"☆20Sep 6, 2021Updated 4 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
- Code for the ACL 2022 (Long paper): "New Intent Discovery with Pre-training and Contrastive Learning".☆14Jul 18, 2022Updated 3 years ago
- Code and data for paper "Dialog Intent Induction with Deep Multi-View Clustering", Hugh Perkins and Yi Yang, 2019, EMNLP 2019☆67Jul 6, 2023Updated 2 years ago
- Repository that accompanies "An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction" (EMNLP 2019)☆221Jun 1, 2021Updated 5 years ago
- [AAAI 2023] Generalized Category Discovery with Decoupled Prototypical Network☆34Jun 22, 2024Updated last year
- Official Implementation of "A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery"☆12May 31, 2023Updated 3 years ago
- TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition (ACL 2021)☆55Sep 11, 2022Updated 3 years ago
- Deep Unknown Intent Detection with Margin Loss (ACL2019)☆35Dec 8, 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.
- Code for paper "Out-of-domain detection for natural language understanding in dialog systems"☆10May 27, 2022Updated 4 years ago
- Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines …☆157Jul 19, 2023Updated 2 years ago
- [EMNLP 2022] Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning☆14Jun 22, 2024Updated last year
- 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
- This repo contains the code and data used in the paper "Wizard of Search Engine: Access to Information Through Conversations with Search …☆21Apr 30, 2021Updated 5 years ago
- Pytorch implementation of Supporting Clustering with Contrastive Learning, NAACL 2021☆307Oct 23, 2023Updated 2 years ago
- ☆30Dec 15, 2021Updated 4 years ago
- Code for "Dialogue State Induction Using Neural Latent Variable Models"☆26Oct 9, 2020Updated 5 years ago
- Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)☆77Nov 12, 2020Updated 5 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.
- ☆35Dec 14, 2023Updated 2 years ago
- Multimodal Classification and Out-of-distribution Detection☆18Apr 4, 2025Updated last year
- Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.☆111Mar 24, 2022Updated 4 years ago
- ☆11May 12, 2023Updated 3 years ago
- TCL-MAP is a powerful method for multimodal intent recognition (AAAI 2024)☆60Jan 25, 2024Updated 2 years ago
- [WSDM 2019] Homogeneity-Based Transmissive Process To Model True and False News in Social Networks☆13Jun 8, 2021Updated 5 years ago
- ☆24Sep 28, 2020Updated 5 years ago
- Zero-shot Intent Classification and Unknown Intent Detection☆19Sep 6, 2021Updated 4 years ago
- [Under Progress] Code & Data for the AAAI 2020 Paper "Likelihood Ratios and Generative Classifiers For Unsupervised OOD Detection In Task…☆10Jul 25, 2024Updated last year
- 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.
- ☆28Jan 6, 2020Updated 6 years ago
- Implementation of the ACL Findings paper "OutFlip: Generating Examples for Unknown Intent Detection with Natural Language Attack"☆10May 24, 2021Updated 5 years ago
- EMNLP 2021: A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding☆10Apr 8, 2022Updated 4 years ago
- Source code and dataset for ECML-PKDD 2020 paper "Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentimen…☆11Jul 28, 2020Updated 5 years ago
- The source code of "Language Models are Few-shot Multilingual Learners" (MRL @ EMNLP 2021)☆52Jun 12, 2022Updated 3 years ago
- One of the main NLU tasks is to understand the intents (sequence classification) and slots (entities within the sequence). This repo help…☆16Jun 22, 2022Updated 3 years ago
- Multimodal Sentiment Analysis System☆15Aug 4, 2022Updated 3 years ago