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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

GENRA: Enhancing Zero-shot Retrieval with Rank Aggregation EMNLP 2024
Have We Ever Encountered This Before? Retrieving Out-of-Distribution Road Obstacles From Driving Scenes WACV 2024
Visual Prompting in LLMs for Enhancing Emotion Recognition EMNLP 2024
PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval EMNLP 2024
A Multimodal Benchmark and Improved Architecture for Zero Shot Learning WACV 2024
FuseGen: PLM Fusion for Data-generation based Zero-shot Learning EMNLP 2024
Towards Tool Use Alignment of Large Language Models EMNLP 2024
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free WACV 2024
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training ACL 2024
WATT: Weight Average Test Time Adaptation of CLIP NIPS 2024
InterDreamer: Zero-Shot Text to 3D Dynamic Human-Object Interaction NIPS 2024
GLOBE: A High-quality English Corpus with Global Accents for Zero-shot Speaker Adaptive Text-to-Speech INTERSPEECH 2024
Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment EMNLP 2024
LLMs Are Zero-Shot Context-Aware Simultaneous Translators EMNLP 2024
Modality-Aware Representation Learning for Zero-Shot Sketch-Based Image Retrieval WACV 2024
Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages EMNLP 2024
StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion ACL 2024
ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval ACL 2024
OLIVE: Object Level In-Context Visual Embeddings ACL 2024
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance CVPR 2024
Improving Event Definition Following For Zero-Shot Event Detection ACL 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors IJCAI 2024
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge NIPS 2024
Empirical Analysis of Dialogue Relation Extraction with Large Language Models IJCAI 2024
LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting ACL 2024