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Zero-Shot Learning

3,143 papers

Papers per year

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Papers

Sui Generis: Large Language Models for Authorship Attribution and Verification in Latin EMNLP 2024
Cross-Dialectal Transfer and Zero-Shot Learning for Armenian Varieties: A Comparative Analysis of RNNs, Transformers and LLMs EMNLP 2024
Multi-Label Field Classification for Scientific Documents using Expert and Crowd-sourced Knowledge EMNLP 2024
Plug, Play, and Fuse: Zero-Shot Joint Decoding via Word-Level Re-ranking across Diverse Vocabularies EMNLP 2024
Learning Translations: Emergent Communication Pretraining for Cooperative Language Acquisition IJCAI 2024
Diversifying Training Pool Predictability for Zero-shot Coordination: A Theory of Mind Approach IJCAI 2024
Evolutionary Generalized Zero-Shot Learning IJCAI 2024
A Transformer-Based Adaptive Prototype Matching Network for Few-Shot Semantic Segmentation IJCAI 2024
Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors IJCAI 2024
DTS-TPT: Dual Temporal-Sync Test-time Prompt Tuning for Zero-shot Activity Recognition IJCAI 2024
Continual Compositional Zero-Shot Learning IJCAI 2024
Zero-Shot Sketch Based Image Retrieval via Modality Capacity Guidance IJCAI 2024
ABM: Attention before Manipulation IJCAI 2024
Zero-shot Learning for Preclinical Drug Screening IJCAI 2024
ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning IJCAI 2024
Dual Expert Distillation Network for Generalized Zero-Shot Learning IJCAI 2024
ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment IJCAI 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors IJCAI 2024
Empirical Analysis of Dialogue Relation Extraction with Large Language Models IJCAI 2024
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching IJCAI 2024
Span-based Unified Named Entity Recognition Framework via Contrastive Learning IJCAI 2024
Language-Universal Speech Attributes Modeling for Zero-Shot Multilingual Spoken Keyword Recognition INTERSPEECH 2024
ZeroST: Zero-Shot Speech Translation INTERSPEECH 2024
An Investigation of Noise Robustness for Flow-Matching-Based Zero-Shot TTS INTERSPEECH 2024
Lightweight Zero-shot Text-to-Speech with Mixture of Adapters INTERSPEECH 2024