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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

Granular Change Accuracy: A More Accurate Performance Metric for Dialogue State Tracking COLING 2024
Offensiveness, Hate, Emotion and GPT: Benchmarking GPT3.5 and GPT4 as Classifiers on Twitter-specific Datasets COLING 2024
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer INTERSPEECH 2024
An Investigation of Noise Robustness for Flow-Matching-Based Zero-Shot TTS INTERSPEECH 2024
Recognizing Value Resonance with Resonance-Tuned RoBERTa Task Definition, Experimental Validation, and Robust Modeling COLING 2024
Simpler Becomes Harder: Do LLMs Exhibit a Coherent Behavior on Simplified Corpora? COLING 2024
Zero-shot Learning for Multilingual Discourse Relation Classification COLING 2024
Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning COLING 2024
Evaluating the Potential of Language-family-specific Generative Models for Low-resource Data Augmentation: A Faroese Case Study COLING 2024
Applying Transfer Learning to German Metaphor Prediction COLING 2024
Toward Zero-Shot Instruction Following EACL 2024
An Empirical Analysis of Diversity in Argument Summarization EACL 2024
Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to Luxembourgish COLING 2024
Automatic Generation and Evaluation of Reading Comprehension Test Items with Large Language Models COLING 2024
Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies COLING 2024
OSACT6 Dialect to MSA Translation Shared Task Overview COLING 2024
Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation COLING 2024
Zero-shot Trajectory Mapping in Holocaust Testimonies COLING 2024
LLMs of Catan: Exploring Pragmatic Capabilities of Generative Chatbots Through Prediction and Classification of Dialogue Acts in Boardgames’ Multi-party Dialogues COLING 2024
Utilizing GPT-4 to Solve TextWorld Commonsense Games Efficiently COLING 2024
Effect-Invariant Mechanisms for Policy Generalization JMLR 2024
Adjudicating LLMs as PropBank Adjudicators COLING 2024
Revisiting the MIMIC-IV Benchmark: Experiments Using Language Models for Electronic Health Records COLING 2024
It’s Difficult to Be Neutral – Human and LLM-based Sentiment Annotation of Patient Comments COLING 2024
Advancing CSR Theme and Topic Classification: LLMs and Training Enhancement Insights COLING 2024