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

DFKI-NLP at SemEval-2024 Task 2: Towards Robust LLMs Using Data Perturbations and MinMax Training NAACL 2024

Fralak at SemEval-2024 Task 4: combining RNN-generated hierarchy paths with simple neural nets for hierarchical multilabel text classification in a multilingual zero-shot setting SEMEVAL 2024

UMUTeam at SemEval-2024 Task 6: Leveraging Zero-Shot Learning for Detecting Hallucinations and Related Observable Overgeneration Mistakes SEMEVAL 2024

eagerlearners at SemEval2024 Task 5: The Legal Argument Reasoning Task in Civil Procedure SEMEVAL 2024

NootNoot At SemEval-2024 Task 6: Hallucinations and Related Observable Overgeneration Mistakes Detection SEMEVAL 2024

Neural-Logic Human-Object Interaction Detection NIPS 2023

Causal Interpretation of Self-Attention in Pre-Trained Transformers NIPS 2023

Perception Test: A Diagnostic Benchmark for Multimodal Video Models NIPS 2023

MeCo: Zero-Shot NAS with One Data and Single Forward Pass via Minimum Eigenvalue of Correlation NIPS 2023

CoLLAT: On Adding Fine-grained Audio Understanding to Language Models using Token-Level Locked-Language Tuning NIPS 2023

Video-Mined Task Graphs for Keystep Recognition in Instructional Videos NIPS 2023

BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting NIPS 2023

Instructing Goal-Conditioned Reinforcement Learning Agents with Temporal Logic Objectives NIPS 2023

Effective Robustness against Natural Distribution Shifts for Models with Different Training Data NIPS 2023

CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss NIPS 2023

Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training ICCV 2023

Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations ICCV 2023

Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples NIPS 2023

GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning NIPS 2023

Pengi: An Audio Language Model for Audio Tasks NIPS 2023

Visual Instruction Tuning NIPS 2023

LayoutPrompter: Awaken the Design Ability of Large Language Models NIPS 2023

CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI Detection NIPS 2023

Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models NIPS 2023

What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks NIPS 2023