Zero-shot Intent Classification and Unknown Intent Detection
☆19Sep 6, 2021Updated 4 years ago
Alternatives and similar repositories for 0shot-classification
Users that are interested in 0shot-classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Offical code repository for PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation, EMNLP 2023☆12Dec 13, 2023Updated 2 years ago
- ☆26Aug 20, 2022Updated 3 years ago
- The implementation of 'Effective Document Labeling with Very Few Seed Words: A Topic Modeling Approach', Chenliang Li, Jian Xing, Aixin S…☆17Nov 4, 2022Updated 3 years ago
- Code for EMNLP2019 paper : "Benchmarking zero-shot text classification: datasets, evaluation and entailment approach"☆18Jul 9, 2022Updated 4 years ago
- Data and code for the paper "End-to-End Slot Alignment and Recognition for Cross-Lingual NLU" (Accepted to EMNLP 2020)☆27Jan 13, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference☆51May 1, 2025Updated last year
- [ICLR 2021] "Learning a Minimax Optimizer: A Pilot Study" by Jiayi Shen*, Xiaohan Chen*, Howard Heaton*, Tianlong Chen, Jialin Liu, Wotao…☆15Dec 30, 2021Updated 4 years ago
- ☆15Dec 29, 2021Updated 4 years ago
- Code for the ACL 2022 (Long paper): "New Intent Discovery with Pre-training and Contrastive Learning".☆14Jul 18, 2022Updated 4 years ago
- ☆49Jul 18, 2022Updated 4 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
- 机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN),图神经网络(GNN),NLP,大数据相关的发展路书(roadmap), 并附海量源码(python,pytorch)带大家消化基本知识点,突破面试,完成从新手到合格…☆10Feb 25, 2020Updated 6 years ago
- DSTC 11 Track 2: Intent Induction from Conversations for Task-Oriented Dialogue☆49May 5, 2023Updated 3 years ago
- ☆18Mar 11, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Russian Artificial Text Detection☆20Nov 17, 2025Updated 8 months ago
- RuBLiMP: Russian Benchmark of Linguistic Minimal Pairs☆20Feb 8, 2026Updated 6 months ago
- This repository contains the files to run Mac OS Monterey on the Lenovo Lenovo Ideapad 700 15isk☆13Mar 9, 2024Updated 2 years ago
- Code of our IJCAI2021 paper: "Learning Class-Transductive Intent Representations for Zero-shot Intent Detection"☆15Sep 10, 2021Updated 4 years ago
- The code of "Few-Shot Event Detection with Prototypical Amortized Conditional Random Field", Findings of ACL 2021☆30Oct 9, 2021Updated 4 years ago
- CalorieCaptorGlass : Food Calorie Estimation based on Actual Size using HoloLens and Deep Learning (IEEE VR 2020 Demo)☆13Aug 11, 2021Updated 5 years ago
- (Accepted By EMNLP2022 main long)SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition☆14Oct 30, 2022Updated 3 years ago
- PyPremise - Python tool for the Premise algorithm to identify patterns or explanations of where a machine learning classifier performs we…☆22Oct 27, 2025Updated 9 months ago
- This repository contains datasets and code for the paper "HINT3: Raising the bar for Intent Detection in the Wild" accepted at EMNLP-2020…☆32Mar 24, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆12Feb 25, 2024Updated 2 years ago
- [NeurIPS 2022] Generating Training Data with Language Models: Towards Zero-Shot Language Understanding☆70Sep 18, 2022Updated 3 years ago
- This is the pytorch demo code for Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain, (PTMDA) (IEEE Transactions on Ima…☆11Apr 15, 2022Updated 4 years ago
- Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding (Findings of EMNLP'23)☆11Aug 24, 2024Updated last year
- Word Rotator's Distance☆18Sep 5, 2021Updated 4 years ago
- **ASCM4ABSA** - Our code and proposed data for NLPCC 2022 paper titled "Aspect-specific Context Modeling for Aspect-based Sentiment Analy…☆12Mar 26, 2023Updated 3 years ago
- an NLP project that aims to identify individuals at risk of suicide.☆21Mar 14, 2020Updated 6 years ago
- ☆12Jul 18, 2023Updated 3 years ago
- [ACL'23 Findings] This is the code repo for our ACL'23 Findings paper "ReGen: Zero-Shot Text Classification via Training Data Generation …☆24Sep 8, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 本项目采用Firefly模型训练框架,使用LLAMA-2模型对多项选择阅读理解任务(Multiple Choice MRC)进行微调,取得了显著的进步。☆11Sep 16, 2023Updated 2 years ago
- Codebase for character-centric story understanding☆14Jan 20, 2022Updated 4 years ago
- The codes for our ACL'22 paper: PRBOOST: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning.☆36Mar 18, 2022Updated 4 years ago
- 🌍 Code accompanying the article "Self-Supervised Learning for Scene Classification in Remote Sensing: current State of the Art and Persp…☆12Sep 21, 2022Updated 3 years ago
- Multilabel Out-of-Distribution Detection☆10Nov 23, 2020Updated 5 years ago
- Label dialogue with Dialogue Acts and Adjacency Pairs☆12Jun 20, 2023Updated 3 years ago
- FL-Tuning☆12Jul 11, 2022Updated 4 years ago