Zero-Shot Learning

Voice Activity Projection: Self-supervised Learning of Turn-taking Events Interspeech 2022 Weakly Supervised Context-based Interview Question Generation EMNLP 2022 What Can Transformers Learn In-Context? A Case Study of Simple Function Classes NeurIPS 2022 What Language Model Architecture and Pretraining Objective Works Best for Zero-Shot Generalization? ICML 2022 What Makes Data-to-Text Generation Hard for Pretrained Language Models? EMNLP 2022 When does CLIP generalize better than unimodal models? When judging human-centric concepts ACL 2022 When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer NAACL 2022 Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022 Zero- and Few-Shot NLP with Pretrained Language Models ACL 2022 ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time NeurIPS 2022 ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic CVPR 2022 Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation CVPR 2022 Zero-Shot 3D Drug Design by Sketching and Generating NeurIPS 2022 Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training ACL 2022 Zero-Shot Audio Source Separation through Query-Based Learning from Weakly-Labeled Data AAAI 2022 Zero-shot Code-Mixed Offensive Span Identification through Rationale Extraction ACL 2022 Zero-Shot Commonsense Question Answering with Cloze Translation and Consistency Optimization AAAI 2022 Zero-Shot Cross-lingual Aphasia Detection using Automatic Speech Recognition Interspeech 2022 Zero-shot Cross-lingual Conversational Semantic Role Labeling NAACL 2022 Zero-shot Cross-Lingual Counterfactual Detection via Automatic Extraction and Prediction of Clue Phrases EMNLP 2022 Zero-Shot Cross-lingual Semantic Parsing ACL 2022 Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling EMNLP 2022 Zero-shot Cross-lingual Transfer is Under-specified Optimization ACL 2022 Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations ACL 2022 Zero-shot Disfluency Detection for Indian Languages COLING 2022