Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference
☆50May 1, 2025Updated last year
Alternatives and similar repositories for DNNC-few-shot-intent
Users that are interested in DNNC-few-shot-intent are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.☆111Mar 24, 2022Updated 4 years 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
- Zero-shot Intent Classification and Unknown Intent Detection☆19Sep 6, 2021Updated 5 years ago
- Code for the ACL 2022 (Long paper): "New Intent Discovery with Pre-training and Contrastive Learning".☆14Jul 18, 2022Updated 4 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
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for paper "Out-of-domain detection for natural language understanding in dialog systems"☆10May 27, 2022Updated 4 years ago
- ☆28Jan 6, 2020Updated 6 years ago
- Zero-shot dialogue state tracking (DST)☆83Nov 18, 2021Updated 4 years ago
- What are the best Systems? New Perspectives on NLP Benchmarking☆13Mar 16, 2023Updated 3 years ago
- Background resampling for out-of-distribution detection☆13Mar 27, 2020Updated 6 years ago
- Repository that accompanies "An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction" (EMNLP 2019)☆228Jun 1, 2021Updated 5 years ago
- Source code for our "D-REPTILE" paper at EACL 2021☆13Jan 19, 2021Updated 5 years ago
- ☆18Aug 22, 2022Updated 4 years ago
- PyTorch implementation of the paper: Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding. Su Zhu, Ruish…☆18Nov 10, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Library for soft prompt tuning☆22Jun 25, 2026Updated 3 months ago
- A codebase for ACL 2023 paper: Mitigating Label Biases for In-context Learning☆10Aug 4, 2023Updated 3 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
- Community Regularization of Visually Grounded Dialog https://arxiv.org/abs/1808.04359☆15May 16, 2019Updated 7 years ago
- Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification☆17Jan 8, 2024Updated 2 years ago
- Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems (AAAI-2020)☆31Jan 8, 2020Updated 6 years ago
- This repo contains a set of notebooks to reproduce reinforcement learning algorithms.☆18Nov 21, 2022Updated 3 years ago
- BERT model for text Intent classification to Train and evaluate for detecting seven intents.☆11Jun 6, 2021Updated 5 years ago
- Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.☆44Jun 13, 2023Updated 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.
- Data from the publication "Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialog…☆25Dec 3, 2020Updated 5 years ago
- Copora for evaluating NLU Services/Platforms such as Dialogflow, LUIS, Watson, Rasa etc.☆114Mar 9, 2022Updated 4 years ago
- ReCross: Unsupervised Cross-Task Generalization via Retrieval Augmentation☆23May 1, 2022Updated 4 years ago
- Continual Learning for Task-Oriented Dialogue Systems☆30Apr 21, 2022Updated 4 years ago
- This repository maintains the QAConv dataset, a question-answering dataset on informative conversations including business emails, panel …☆84Jun 2, 2026Updated 4 months ago
- A collection of task-specific NLU datasets☆171Apr 29, 2022Updated 4 years ago
- Code for EMNLP2019 paper : "Benchmarking zero-shot text classification: datasets, evaluation and entailment approach"☆18Jul 9, 2022Updated 4 years ago
- Code for the paper Code for the paper InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning☆101May 6, 2023Updated 3 years ago
- DIET Classifier mini implementation on pytorch.☆47Feb 2, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- OOD Generalization and Detection (ACL 2020)☆59Apr 15, 2020Updated 6 years ago
- ☆13May 26, 2022Updated 4 years ago
- Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)☆76Feb 7, 2022Updated 4 years ago
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28May 6, 2023Updated 3 years ago
- This is a medical question answering system with RAG on medical knowledge graph.☆11Jan 3, 2025Updated last year
- Code for ACL 2021 paper "Unsupervised Out-of-Domain Detection via Pre-trained Transformers"☆30Aug 20, 2021Updated 5 years ago
- DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue☆289Jul 6, 2023Updated 3 years ago