Zero-Shot Learning

A New Formalism, Method and Open Issues for Zero-Shot Coordination ICML 2021 Assessing the Generalization Capacity of Pre-trained Language Models through Japanese Adversarial Natural Language Inference EMNLP 2021 Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment ICML 2021 A Universal Representation Transformer Layer for Few-Shot Image Classification ICLR 2021 BC-Z: Zero-Shot Task Generalization with Robotic Imitation Learning CoRL 2021 BERTGen: Multi-task Generation through BERT ACL 2021 Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of Registers EACL 2021 Boundary Knowledge Translation based Reference Semantic Segmentation IJCAI 2021 Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling EMNLP 2021 CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models ACL 2021 Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning ICML 2021 Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval ACL 2021 Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning NeurIPS 2021 Coach-Player Multi-agent Reinforcement Learning for Dynamic Team Composition ICML 2021 Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data EMNLP 2021 Cold Start Problem For Automated Live Video Comments NAACL 2021 Collaborative Learning With Disentangled Features for Zero-Shot Domain Adaptation ICCV 2021 (Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge Graphs AAAI 2021 Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning ACL 2021 Compositional Embeddings for Multi-Label One-Shot Learning WACV 2021 Compositional Generalization via Semantic Tagging EMNLP 2021 Comprehension Based Question Answering using Bloom’s Taxonomy ACL 2021 Contextualized Embeddings Encode Monolingual and Cross-lingual Knowledge of Idiomaticity ACL 2021 Continuous Coordination As a Realistic Scenario for Lifelong Learning ICML 2021 Continuous Entailment Patterns for Lexical Inference in Context EMNLP 2021