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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering ACL 2023
PAED: Zero-Shot Persona Attribute Extraction in Dialogues ACL 2023
Focusing, Bridging and Prompting for Few-shot Nested Named Entity Recognition ACL 2023
LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting ACL 2023
Cross-Domain Argument Quality Estimation ACL 2023
Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation EMNLP 2023
Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval EMNLP 2023
A Hybrid of Rule-based and Transformer-based Approaches for Relation Extraction in Biodiversity Literature EMNLP 2023
Relevance-assisted Generation for Robust Zero-shot Retrieval EMNLP 2023
Text Augmented Spatial Aware Zero-shot Referring Image Segmentation EMNLP 2023
Learning to Describe for Predicting Zero-shot Drug-Drug Interactions EMNLP 2023
Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence EMNLP 2023
DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction ACL 2023
Probing LLMs for hate speech detection: strengths and vulnerabilities EMNLP 2023
Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023
CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models EMNLP 2023
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking EMNLP 2023
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models EMNLP 2023
A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs EMNLP 2023
Legally Enforceable Hate Speech Detection for Public Forums EMNLP 2023
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking EMNLP 2023
A Zero-Shot Language Agent for Computer Control with Structured Reflection EMNLP 2023
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning EMNLP 2023
Linguistically Motivated Sign Language Segmentation EMNLP 2023
X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity EMNLP 2023