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Zero-Shot Learning

335 directly classified papers

Papers per year

Papers

Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding ACL 2024
EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection NIPS 2024
CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models ACL 2024
Fourier Priors-Guided Diffusion for Zero-Shot Joint Low-Light Enhancement and Deblurring CVPR 2024
Zero-Shot and Few-Shot Stance Detection on Varied Topics via Conditional Generation ACL 2023
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction ACL 2023
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking EMNLP 2023
Prompt-based Zero-shot Text Classification with Conceptual Knowledge ACL 2023
Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023
HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer INTERSPEECH 2023
Task-aware Retrieval with Instructions ACL 2023
What does the Failure to Reason with “Respectively” in Zero/Few-Shot Settings Tell Us about Language Models? ACL 2023
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images CVPR 2023
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation ACL 2023
C-STANCE: A Large Dataset for Chinese Zero-Shot Stance Detection ACL 2023
Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style CVPR 2023
How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval EMNLP 2023
Bi-Directional Distribution Alignment for Transductive Zero-Shot Learning CVPR 2023
Ambiguous Learning from Retrieval: Towards Zero-shot Semantic Parsing ACL 2023
Predictable MDP Abstraction for Unsupervised Model-Based RL ICML 2023
A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models ICML 2023
Novel Class Discovery for 3D Point Cloud Semantic Segmentation CVPR 2023
Pic2Word: Mapping Pictures to Words for Zero-Shot Composed Image Retrieval CVPR 2023
The Art of Prompting: Event Detection based on Type Specific Prompts ACL 2023
ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories EMNLP 2023