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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Prevalent Frequency of Emotional and Physical Symptoms in Social Anxiety using Zero Shot Classification: An Observational Study EACL 2024
Computational Analysis of Dehumanization of Ukrainians on Russian Social Media EACL 2024
Zero-shot Image Editing with Reference Imitation NIPS 2024
Prompting Implicit Discourse Relation Annotation EACL 2024
Efficient Feature Distillation for Zero-Shot Annotation Object Detection WACV 2024
Skills-in-Context: Unlocking Compositionality in Large Language Models EMNLP 2024
Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach ACL 2024
Tree-of-Counterfactual Prompting for Zero-Shot Stance Detection ACL 2024
Exploring the Potential of Large Language Models in Computational Argumentation ACL 2024
Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations ACL 2024
Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data? ACL 2024
Label Augmentation for Zero-Shot Hierarchical Text Classification ACL 2024
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling ACL 2024
InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers ACL 2024
Synergistic Interplay between Search and Large Language Models for Information Retrieval ACL 2024
Quantifying the Persona Effect in LLM Simulations ACL 2024
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs ACL 2024
Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation ACL 2024
InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ACL 2024
Experimental Contexts Can Facilitate Robust Semantic Property Inference in Language Models, but Inconsistently EMNLP 2024
Topic-Oriented Open Relation Extraction with A Priori Seed Generation EMNLP 2024
Are LLMs Good Zero-Shot Fallacy Classifiers? EMNLP 2024
Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification EMNLP 2024
Open-world Multi-label Text Classification with Extremely Weak Supervision EMNLP 2024
***YesBut***: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models EMNLP 2024