TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)
☆243Nov 26, 2025Updated 3 months ago
Alternatives and similar repositories for TEXTOIR
Users that are interested in TEXTOIR are comparing it to the libraries listed below
Sorting:
- TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition (ACL 2021)☆55Sep 11, 2022Updated 3 years ago
- Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)☆78Feb 7, 2022Updated 4 years ago
- Discovering New Intents with Deep Aligned Clustering (AAAI 2021)☆130Jul 1, 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
- ☆50Jul 18, 2022Updated 3 years ago
- Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines …☆153Jul 19, 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…☆89Dec 17, 2021Updated 4 years ago
- MIntRec: A New Dataset for Multimodal Intent Recognition (ACM MM 2022)☆128May 2, 2025Updated 10 months ago
- Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances (ACL 2024)☆30Dec 7, 2024Updated last year
- Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement (AAAI2020)☆46Dec 8, 2022Updated 3 years ago
- MIntRec2.0 is the first large-scale dataset for multimodal intent recognition and out-of-scope detection in multi-party conversations (IC…☆72Aug 13, 2025Updated 6 months ago
- Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.☆44Jun 13, 2023Updated 2 years ago
- Deep Unknown Intent Detection with Margin Loss (ACL2019)☆35Dec 8, 2022Updated 3 years ago
- ☆38Apr 26, 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
- Zero-shot Intent Classification and Unknown Intent Detection☆19Sep 6, 2021Updated 4 years ago
- ☆54Jun 7, 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
- Official implementation of "Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning", ACL2022 main con…☆14Jul 23, 2022Updated 3 years ago
- Pytorch implementation of Supporting Clustering with Contrastive Learning, NAACL 2021☆306Oct 23, 2023Updated 2 years ago
- ☆59Apr 24, 2021Updated 4 years ago
- The baseline method for CCIR 22 https://www.datafountain.cn/competitions/573☆13Aug 2, 2022Updated 3 years ago
- Multimodal Classification and Out-of-distribution Detection☆18Apr 4, 2025Updated 10 months ago
- The first comprehensive multimodal language analysis benchmark for evaluating foundation models☆28Sep 22, 2025Updated 5 months ago
- TCL-MAP is a powerful method for multimodal intent recognition (AAAI 2024)☆56Jan 25, 2024Updated 2 years ago
- The implementation of the papers on dual learning of natural language understanding and generation. (ACL2019,2020; Findings of EMNLP 2020…☆67Oct 13, 2020Updated 5 years ago
- code for ACL 2018 paper by Kang et al., "AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples "☆17Aug 30, 2019Updated 6 years ago
- PyTorch reimplementation of the paper "SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization"☆16Oct 17, 2021Updated 4 years ago
- A collection of task-specific NLU datasets☆163Apr 29, 2022Updated 3 years ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,641Oct 16, 2024Updated last year
- SysBench: Can Large Language Models Follow System Messages?☆39Sep 4, 2024Updated last year
- GPU-accelerated PyTorch implementation of Zero-shot User Intent Detection via Capsule Neural Networks☆16Apr 16, 2019Updated 6 years ago
- DSTC 11 Track 2: Intent Induction from Conversations for Task-Oriented Dialogue☆49May 5, 2023Updated 2 years ago
- slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shoppi…☆400Feb 4, 2021Updated 5 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
- ☆23Dec 8, 2022Updated 3 years ago
- ☆35Dec 14, 2023Updated 2 years ago
- Code for paper "Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation" EMNLP 2021 and "…☆18Feb 15, 2022Updated 4 years ago
- DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings☆19Nov 24, 2021Updated 4 years ago