Zero-Shot Learning

Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models NeurIPS 2024 eagerlearners at SemEval2024 Task 5: The Legal Argument Reasoning Task in Civil Procedure SemEval 2024 EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce AAAI 2024 EDDA: An Encoder-Decoder Data Augmentation Framework for Zero-Shot Stance Detection COLING 2024 Effectiveness of Scalable Monolingual Data and Trigger Words Prompting on Cross-Lingual Emotion Detection Task ACL 2024 Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model ACL 2024 Efficient Feature Distillation for Zero-Shot Annotation Object Detection WACV 2024 Efficient Unseen Language Adaptation for Multilingual Pre-Trained Language Models EMNLP 2024 EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records NeurIPS 2024 Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning NeurIPS 2024 Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models CVPR 2024 Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning NeurIPS 2024 EmoVIT: Revolutionizing Emotion Insights with Visual Instruction Tuning CVPR 2024 Empirical Analysis of Dialogue Relation Extraction with Large Language Models IJCAI 2024 Empowering Unsupervised Domain Adaptation With Large-Scale Pre-Trained Vision-Language Models WACV 2024 Empowering Whisper as a Joint Multi-Talker and Target-Talker Speech Recognition System Interspeech 2024 Enhancing Fine-Grained Image Classifications via Cascaded Vision Language Models EMNLP 2024 Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses ACL 2024 Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models Interspeech 2024 Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic COLING 2024 Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations AAAI 2024 Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia EMNLP 2024 Evaluating Extrapolation Ability of Large Language Model in Chemical Domain ACL 2024 Evaluating the Potential of Language-family-specific Generative Models for Low-resource Data Augmentation: A Faroese Case Study COLING 2024 Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering EMNLP 2024