Zero-Shot Learning

Building an Event Extractor with Only a Few Examples NAACL 2022 Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation? L4DC 2022 COCOA: Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains WACV 2022 Continual Test-Time Domain Adaptation CVPR 2022 CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding ACL 2022 Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL ICLR 2022 Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation NeurIPS 2022 Data Efficient Language-Supervised Zero-Shot Recognition with Optimal Transport Distillation ICLR 2022 Disentangling Visual Embeddings for Attributes and Objects CVPR 2022 Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction NAACL 2022 Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora AACL 2022 Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL 2022 Drawing out of Distribution with Neuro-Symbolic Generative Models NeurIPS 2022 DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022 Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models ACL 2022 Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0 ACL 2022 Equivariant Networks for Zero-Shot Coordination NeurIPS 2022 Evaluating zero-shot transfers and multilingual models for dependency parsing and POS tagging within the low-resource language family Tupían ACL 2022 Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions EMNLP 2022 Exploring Euphemism Detection in Few-Shot and Zero-Shot Settings EMNLP 2022 Finetuned Language Models are Zero-Shot Learners ICLR 2022 Generalizing Morphological Inflection Systems to Unseen Lemmas NAACL 2022 GlossReader at LSCDiscovery: Train to Select a Proper Gloss in English – Discover Lexical Semantic Change in Spanish ACL 2022 Heroes, Villains, and Victims, and GPT-3: Automated Extraction of Character Roles Without Training Data NAACL 2022 HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea NAACL 2022