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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

Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization? NAACL 2024
Large Language Models Encode the Practice of Medicine NAACL 2024
OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models NAACL 2024
Teaching a Multilingual Large Language Model to Understand Multilingual Speech via Multi-Instructional Training NAACL 2024
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA NAACL 2024
Emergent Abilities in Reduced-Scale Generative Language Models NAACL 2024
DeepPavlov at SemEval-2024 Task 3: Multimodal Large Language Models in Emotion Reasoning NAACL 2024
Zero Shot is All You Need at SemEval-2024 Task 9: A study of State of the Art LLMs on Lateral Thinking Puzzles NAACL 2024
SemEval-2024 Task 9: BRAINTEASER: A Novel Task Defying Common Sense NAACL 2024
Relevance, Diversity, and Exclusivity: Designing Keyword-augmentation Strategy for Zero-shot Classifiers NAACL 2024
Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit’s Showerthoughts NAACL 2024
BELIEVE: Belief-Enhanced Instruction Generation and Augmentation for Zero-Shot Bias Mitigation NAACL 2024
DIALECT-COPA: Extending the Standard Translations of the COPA Causal Commonsense Reasoning Dataset to South Slavic Dialects NAACL 2024
Can LLMs Handle Low-Resource Dialects? A Case Study on Translation and Common Sense Reasoning in Šariš NAACL 2024
JSI and WüNLP at the DIALECT-COPA Shared Task: In-Context Learning From Just a Few Dialectal Examples Gets You Quite Far NAACL 2024
Detection of Conspiracy Theories Beyond Keyword Bias in German-Language Telegram Using Large Language Models NAACL 2024
DeMuX: Data-efficient Multilingual Learning NAACL 2024
RiddleMasters at SemEval-2024 Task 9: Comparing Instruction Fine-tuning with Zero-Shot Approaches NAACL 2024
IUST-NLPLAB at SemEval-2024 Task 9: BRAINTEASER By MPNet (Sentence Puzzle) NAACL 2024
ISDS-NLP at SemEval-2024 Task 10: Transformer based neural networks for emotion recognition in conversations NAACL 2024
BERTastic at SemEval-2024 Task 4: State-of-the-Art Multilingual Propaganda Detection in Memes via Zero-Shot Learning with Vision-Language Models 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
Biomedical Entity Representation with Graph-Augmented Multi-Objective Transformer NAACL 2024
Instruction-following Evaluation through Verbalizer Manipulation NAACL 2024
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification NAACL 2024