Zero-Shot Learning

LangSuit·E: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments ACL 2024 Language-conditioned Detection Transformer CVPR 2024 Language-driven Grasp Detection CVPR 2024 Language Models as Black-Box Optimizers for Vision-Language Models CVPR 2024 Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks ACL 2024 Language Models Hallucinate, but May Excel at Fact Verification NAACL 2024 Language Models Still Struggle to Zero-shot Reason about Time Series EMNLP 2024 Language-only Training of Zero-shot Composed Image Retrieval CVPR 2024 Language-Universal Speech Attributes Modeling for Zero-Shot Multilingual Spoken Keyword Recognition Interspeech 2024 Large Language Models are Good Prompt Learners for Low-Shot Image Classification CVPR 2024 Large Language Models are Students at Various Levels: Zero-shot Question Difficulty Estimation EMNLP 2024 Large Language Models as Zero-shot Dialogue State Tracker through Function Calling ACL 2024 LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024 LEAF: Predicting the Environmental Impact of Food Products based on their Name ACL 2024 Learning Generalizable Perceptual Representations for Data-Efficient No-Reference Image Quality Assessment WACV 2024 Learning Object State Changes in Videos: An Open-World Perspective CVPR 2024 Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation ACL 2024 Learning Transferable Negative Prompts for Out-of-Distribution Detection CVPR 2024 Learning Translations: Emergent Communication Pretraining for Cooperative Language Acquisition IJCAI 2024 Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification CVPR 2024 Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations ACL 2024 Leveraging Pre-existing Resources for Data-Efficient Counter-Narrative Generation in Korean COLING 2024 Lexicans at Chemotimelines 2024: Chemotimeline Chronicles - Leveraging Large Language Models (LLMs) for Temporal Relations Extraction in Oncological Electronic Health Records NAACL 2024 LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English EMNLP 2024 LHMKE: A Large-scale Holistic Multi-subject Knowledge Evaluation Benchmark for Chinese Large Language Models COLING 2024