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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection NAACL 2024
Label Augmentation for Zero-Shot Hierarchical Text Classification ACL 2024
Beyond Seen Primitive Concepts and Attribute-Object Compositional Learning CVPR 2024
Language-Independent Representations Improve Zero-Shot Summarization NAACL 2024
NYULangone at Chemotimelines 2024: Utilizing Open-Weights Large Language Models for Chemotherapy Event Extraction NAACL 2024
Transfer Learning of Argument Mining in Student Essays NAACL 2024
LLMs in Short Answer Scoring: Limitations and Promise of Zero-Shot and Few-Shot Approaches NAACL 2024
CLD-MEC at MEDIQA- CORR 2024 Task: GPT-4 Multi-Stage Clinical Chain of Thought Prompting for Medical Errors Detection and Correction NAACL 2024
Can GPT-4 do L2 analytic assessment? NAACL 2024
Zero-Shot Transfer of Neural ODEs NIPS 2024
LLM-Driven Knowledge Injection Advances Zero-Shot and Cross-Target Stance Detection NAACL 2024
SCANNER: Knowledge-Enhanced Approach for Robust Multi-modal Named Entity Recognition of Unseen Entities NAACL 2024
Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency COLING 2024
Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks NAACL 2024
Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation NAACL 2024
Is It Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models COLING 2024
Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever ACL 2024
CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification CVPR 2024
UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions NAACL 2024
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models NAACL 2024
TRUE-UIE: Two Universal Relations Unify Information Extraction Tasks NAACL 2024
SIG: Speaker Identification in Literature via Prompt-Based Generation AAAI 2024
Resolving Legalese: A Multilingual Exploration of Negation Scope Resolution in Legal Documents COLING 2024
Zero-shot Event Detection Using a Textual Entailment Model as an Enhanced Annotator COLING 2024
How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection AAAI 2024