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zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

Mitigating Biases for Instruction-following Language Models via Bias Neurons Elimination ACL 2024
InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers ACL 2024
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs ACL 2024
ColorSwap: A Color and Word Order Dataset for Multimodal Evaluation ACL 2024
Experimental Contexts Can Facilitate Robust Semantic Property Inference in Language Models, but Inconsistently EMNLP 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction EMNLP 2024
Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark EMNLP 2024
Topic-Oriented Open Relation Extraction with A Priori Seed Generation EMNLP 2024
Are LLMs Good Zero-Shot Fallacy Classifiers? EMNLP 2024
Open-world Multi-label Text Classification with Extremely Weak Supervision EMNLP 2024
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups EMNLP 2024
Efficient Unseen Language Adaptation for Multilingual Pre-Trained Language Models EMNLP 2024
TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning EMNLP 2024
Self-Training Large Language and Vision Assistant for Medical Question Answering EMNLP 2024
Training-free Deep Concept Injection Enables Language Models for Video Question Answering EMNLP 2024
ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering EMNLP 2024
Deciphering Cognitive Distortions in Patient-Doctor Mental Health Conversations: A Multimodal LLM-Based Detection and Reasoning Framework EMNLP 2024
Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia EMNLP 2024
i-Code Studio: A Configurable and Composable Framework for Integrative AI EMNLP 2024
OpenT2T: An Open-Source Toolkit for Table-to-Text Generation EMNLP 2024
Generating Vehicular Icon Descriptions and Indications Using Large Vision-Language Models EMNLP 2024
RESTful-Llama: Connecting User Queries to RESTful APIs EMNLP 2024
Unleashing Large Language Models’ Proficiency in Zero-shot Essay Scoring EMNLP 2024
Can Large Language Models Identify Authorship? EMNLP 2024
AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations EMNLP 2024