zero-shot generalization

Show, Don’t Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue NAACL 2022 Simple Multi-Dataset Detection CVPR 2022 Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models NeurIPS 2022 Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers NeurIPS 2022 Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering COLING 2022 Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems NeurIPS 2022 Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning ICLR 2022 What Language Model Architecture and Pretraining Objective Works Best for Zero-Shot Generalization? ICML 2022 What Language Model to Train if You Have One Million GPU Hours? EMNLP 2022 ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization EMNLP 2022 Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning ICLR 2021 Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment ICML 2021 Coach-Player Multi-agent Reinforcement Learning for Dynamic Team Composition ICML 2021 Emergent Social Learning via Multi-agent Reinforcement Learning ICML 2021 Grounding Language to Entities and Dynamics for Generalization in Reinforcement Learning ICML 2021 Group Equivariant Conditional Neural Processes ICLR 2021 KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers ACL 2021 Learning Generalizable Robotic Reward Functions from “In-The-Wild” Human Videos RSS 2021 Learning To Recover 3D Scene Shape From a Single Image CVPR 2021 Reinforcement Learning of Implicit and Explicit Control Flow Instructions ICML 2021 SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies ICML 2021 Single-dataset Experts for Multi-dataset Question Answering EMNLP 2021 Convolutional Conditional Neural Processes ICLR 2020 Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup ACL 2020 Do We Need to Create Big Datasets to Learn a Task? EMNLP 2020