Zero-Shot Learning

MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge ICCV 2023 mCPT at SemEval-2023 Task 3: Multilingual Label-Aware Contrastive Pre-Training of Transformers for Few- and Zero-shot Framing Detection SemEval 2023 Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing EMNLP 2023 Meta-OLE: Meta-Learned Orthogonal Low-Rank Embedding WACV 2023 MetaZSCIL: A Meta-Learning Approach for Generalized Zero-Shot Class Incremental Learning AAAI 2023 Minding Language Models’ (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker ACL 2023 Mirror: A Universal Framework for Various Information Extraction Tasks EMNLP 2023 Mix before Align: Towards Zero-shot Cross-lingual Sentiment Analysis via Soft-Mix and Multi-View Learning Interspeech 2023 (ML)$^2$P-Encoder: On Exploration of Channel-Class Correlation for Multi-Label Zero-Shot Learning CVPR 2023 ML-Decoder: Scalable and Versatile Classification Head WACV 2023 MMG-Ego4D: Multimodal Generalization in Egocentric Action Recognition CVPR 2023 Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers ACL 2023 Modular Speech-to-Text Translation for Zero-Shot Cross-Modal Transfer Interspeech 2023 MoQA: Benchmarking Multi-Type Open-Domain Question Answering ACL 2023 mSCAN: A Dataset for Multilingual Compositional Generalisation Evaluation EMNLP 2023 M-sense: Modeling Narrative Structure in Short Personal Narratives Using Protagonist’s Mental Representations AAAI 2023 MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation ACL 2023 MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning ACL 2023 Multi-Dimensional Evaluation of Text Summarization with In-Context Learning ACL 2023 MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning ACL 2023 Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment ACL 2023 Multilingual Text-to-Speech Synthesis for Turkic Languages Using Transliteration Interspeech 2023 NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval EMNLP 2023 Neuralizer: General Neuroimage Analysis Without Re-Training CVPR 2023 Neural-Logic Human-Object Interaction Detection NeurIPS 2023