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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

Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion NIPS 2024
TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering ACL 2024
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps NIPS 2024
EEVR: A Dataset of Paired Physiological Signals and Textual Descriptions for Joint Emotion Representation Learning NIPS 2024
Bridge the Modality and Capability Gaps in Vision-Language Model Selection NIPS 2024
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge NIPS 2024
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement NIPS 2024
WenMind: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Classical Literature and Language Arts NIPS 2024
Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NIPS 2024
Humanoid Locomotion as Next Token Prediction NIPS 2024
Segment Any Change NIPS 2024
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models NIPS 2024
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning NIPS 2024
On the Effects of Data Scale on UI Control Agents NIPS 2024
InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions AAAI 2024
Personalized LoRA for Human-Centered Text Understanding AAAI 2024
Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought AAAI 2024
Automatic Short Answer Grading for Finnish with ChatGPT AAAI 2024
CorNav: Autonomous Agent with Self-Corrected Planning for Zero-Shot Vision-and-Language Navigation ACL 2024
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
TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks ACL 2024