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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning ACL 2023
Leveraging Sub-class Discimination for Compositional Zero-Shot Learning AAAI 2023
Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network AAAI 2023
Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning AAAI 2023
Semi-transductive Learning for Generalized Zero-Shot Sketch-Based Image Retrieval AAAI 2023
MetaZSCIL: A Meta-Learning Approach for Generalized Zero-Shot Class Incremental Learning AAAI 2023
GraphPrompt: Graph-Based Prompt Templates for Biomedical Synonym Prediction AAAI 2023
Improving the Cross-Lingual Generalisation in Visual Question Answering AAAI 2023
Can You Answer This? – Exploring Zero-Shot QA Generalization Capabilities in Large Language Models (Student Abstract) AAAI 2023
Hypernetworks for Zero-Shot Transfer in Reinforcement Learning AAAI 2023
Zero-Shot Assistance in Sequential Decision Problems AAAI 2023
Low Emission Building Control with Zero-Shot Reinforcement Learning AAAI 2023
Solving Math Word Problems concerning Systems of Equations with GPT-3 AAAI 2023
Doodle to Object: Practical Zero-Shot Sketch-Based 3D Shape Retrieval AAAI 2023
Cross-modal Transfer Between Vision and Language for Protest Detection EMNLP 2022
Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization ACL 2022
Neural Readability Pairwise Ranking for Sentences in Italian Administrative Language IJCNLP 2022
Voice Activity Projection: Self-supervised Learning of Turn-taking Events INTERSPEECH 2022
Improving Discriminative Learning for Zero-Shot Relation Extraction ACL 2022
Zero-Shot Logit Adjustment IJCAI 2022
A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction ACL 2022
Few-shot Subgoal Planning with Language Models NAACL 2022
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering COLING 2022
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer NAACL 2022
OCHADAI at SemEval-2022 Task 2: Adversarial Training for Multilingual Idiomaticity Detection SEMEVAL 2022