Zero-Shot Learning

Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking ACL 2023 Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual Distractions AAAI 2023 DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning AAAI 2023 Ebhaam at SemEval-2023 Task 1: A CLIP-Based Approach for Comparing Cross-modality and Unimodality in Visual Word Sense Disambiguation SemEval 2023 EdaDet: Open-Vocabulary Object Detection Using Early Dense Alignment ICCV 2023 Efficient Diagnosis Assignment Using Unstructured Clinical Notes ACL 2023 Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt EMNLP 2023 Empirical Study of Zero-Shot NER with ChatGPT EMNLP 2023 End-to-End Zero-Shot HOI Detection via Vision and Language Knowledge Distillation AAAI 2023 FateZero: Fusing Attentions for Zero-shot Text-based Video Editing ICCV 2023 Fine-Tuning BERT with Character-Level Noise for Zero-Shot Transfer to Dialects and Closely-Related Languages EACL 2023 ForecastPFN: Synthetically-Trained Zero-Shot Forecasting NeurIPS 2023 From Generation to Suppression: Towards Effective Irregular Glow Removal for Nighttime Visibility Enhancement IJCAI 2023 GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding EMNLP 2023 Generative Pretrained Transformers for Emotion Detection in a Code-Switching Setting ACL 2023 GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles ACL 2023 Geometry-Aware Adaptation for Pretrained Models NeurIPS 2023 GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning NeurIPS 2023 Hierarchical Prompt Learning for Compositional Zero-Shot Recognition IJCAI 2023 Hierarchical Visual Primitive Experts for Compositional Zero-Shot Learning ICCV 2023 HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer Interspeech 2023 Hitachi at SemEval-2023 Task 4: Exploring Various Task Formulations Reveals the Importance of Description Texts on Human Values SemEval 2023 How ChatGPT is Robust for Spoken Language Understanding? Interspeech 2023 Hyperbolic Audio-visual Zero-shot Learning ICCV 2023 I Can't Believe There's No Images! Learning Visual Tasks Using only Language Supervision ICCV 2023