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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

BAMO at SemEval-2024 Task 9: BRAINTEASER: A Novel Task Defying Common Sense NAACL 2024
MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer NAACL 2024
NYULangone at Chemotimelines 2024: Utilizing Open-Weights Large Language Models for Chemotherapy Event Extraction NAACL 2024
Lexicans at Chemotimelines 2024: Chemotimeline Chronicles - Leveraging Large Language Models (LLMs) for Temporal Relations Extraction in Oncological Electronic Health Records NAACL 2024
LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications 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
Can GPT-4 do L2 analytic assessment? NAACL 2024
Fumbling in Babel: An Investigation into ChatGPT’s Language Identification Ability NAACL 2024
RecMind: Large Language Model Powered Agent For Recommendation NAACL 2024
Do Prompt Positions Really Matter? NAACL 2024
AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph NAACL 2024
Characterizing Human and Zero-Shot GPT-3.5 Object-Similarity Judgments NAACL 2024
PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model NAACL 2024
Anti-LM Decoding for Zero-shot In-context Machine Translation NAACL 2024
UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking NAACL 2024
It’s All Relative! – A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction NAACL 2024
LLM-Driven Knowledge Injection Advances Zero-Shot and Cross-Target Stance Detection NAACL 2024
Contextualizing Argument Quality Assessment with Relevant Knowledge NAACL 2024
SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation AAAI 2024
How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection AAAI 2024
ViLT-CLIP: Video and Language Tuning CLIP with Multimodal Prompt Learning and Scenario-Guided Optimization AAAI 2024
Context-I2W: Mapping Images to Context-Dependent Words for Accurate Zero-Shot Composed Image Retrieval AAAI 2024
Point2Real: Bridging the Gap between Point Cloud and Realistic Image for Open-World 3D Recognition AAAI 2024
Data Roaming and Quality Assessment for Composed Image Retrieval AAAI 2024