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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching NIPS 2024
M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP 2024
Zero-shot Event Detection Using a Textual Entailment Model as an Enhanced Annotator COLING 2024
ViLT-CLIP: Video and Language Tuning CLIP with Multimodal Prompt Learning and Scenario-Guided Optimization AAAI 2024
CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment CVPR 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction EMNLP 2024
How Far can 100 Samples Go? Unlocking Zero-Shot Translation with Tiny Multi-Parallel Data ACL 2024
Real World Conversational Entity Linking Requires More Than Zero-Shots ACL 2024
Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness EMNLP 2024
AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection ACL 2024
Quantifying the Persona Effect in LLM Simulations ACL 2024
StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis AAAI 2024
Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval AAAI 2024
Resolving Legalese: A Multilingual Exploration of Negation Scope Resolution in Legal Documents COLING 2024
Unleashing Large Language Models’ Proficiency in Zero-shot Essay Scoring EMNLP 2024
Offensiveness, Hate, Emotion and GPT: Benchmarking GPT3.5 and GPT4 as Classifiers on Twitter-specific Datasets COLING 2024
OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models NAACL 2024
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling ACL 2024
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval EMNLP 2024
TEII: Think, Explain, Interact and Iterate with Large Language Models to Solve Cross-lingual Emotion Detection ACL 2024
Label Augmentation for Zero-Shot Hierarchical Text Classification ACL 2024
Zero-Shot Transfer of Neural ODEs NIPS 2024
Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency COLING 2024
Is It Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models COLING 2024
OSX at Context24: How Well Can GPT Tackle Contexualizing Scientific Figures and Tables ACL 2024