| Crosslingual Generalization through Multitask Finetuning | Nov 3, 2022 | Coreference ResolutionCross-Lingual Transfer | CodeCode Available | 2 |
| Sequence-Based Plan Feasibility Prediction for Efficient Task and Motion Planning | Nov 3, 2022 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Generative Negative Text Replay for Continual Vision-Language Pretraining | Oct 31, 2022 | Continual Learningimage-classification | —Unverified | 0 |
| Learning Modular Simulations for Homogeneous Systems | Oct 28, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| Text2Model: Text-based Model Induction for Zero-shot Image Classification | Oct 27, 2022 | 3D Point Cloud ClassificationAction Recognition | —Unverified | 0 |
| What Language Model to Train if You Have One Million GPU Hours? | Oct 27, 2022 | GPULanguage Modeling | CodeCode Available | 3 |
| CLUTR: Curriculum Learning via Unsupervised Task Representation Learning | Oct 19, 2022 | Reinforcement Learning (RL)Representation Learning | CodeCode Available | 0 |
| Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers | Oct 17, 2022 | Zero-shot Generalization | —Unverified | 0 |
| MAgNet: Mesh Agnostic Neural PDE Solver | Oct 11, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| VIMA: General Robot Manipulation with Multimodal Prompts | Oct 6, 2022 | Imitation LearningLanguage Modelling | CodeCode Available | 2 |
| Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks | Oct 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| PART: Pre-trained Authorship Representation Transformer | Sep 30, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| WeLM: A Well-Read Pre-trained Language Model for Chinese | Sep 21, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Compositional generalization through abstract representations in human and artificial neural networks | Sep 15, 2022 | Zero-shot Generalization | —Unverified | 0 |
| Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models | Sep 15, 2022 | image-classificationImage Classification | CodeCode Available | 2 |
| Concept-modulated model-based offline reinforcement learning for rapid generalization | Sep 7, 2022 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Interaction Modeling with Multiplex Attention | Aug 23, 2022 | Social NavigationTrajectory Forecasting | —Unverified | 0 |
| Expanding Language-Image Pretrained Models for General Video Recognition | Aug 4, 2022 | Action ClassificationAction Recognition | CodeCode Available | 3 |
| LAD: Language Models as Data for Zero-Shot Dialog | Jul 28, 2022 | DiversityPrediction | CodeCode Available | 0 |
| Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers | Jul 14, 2022 | RetrievalText Retrieval | CodeCode Available | 4 |
| A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking | Jul 2, 2022 | Dialogue State TrackingIntent Classification | CodeCode Available | 1 |
| Show, Don’t Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue | Jul 1, 2022 | Dialogue State TrackingZero-shot Generalization | —Unverified | 0 |
| BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing | Jun 30, 2022 | DiversityLanguage Model Evaluation | CodeCode Available | 2 |
| Long Range Language Modeling via Gated State Spaces | Jun 27, 2022 | ArticlesLanguage Modeling | CodeCode Available | 0 |
| Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation | Jun 22, 2022 | Efficient ExplorationObject | —Unverified | 0 |
