| Distinguishability Calibration to In-Context Learning | Feb 13, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 0 |
| Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking | Feb 12, 2023 | Dialogue State TrackingIn-Context Learning | —Unverified | 0 |
| Context Understanding in Computer Vision: A Survey | Feb 10, 2023 | Action Detectionimage-classification | —Unverified | 0 |
| CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models | Feb 8, 2023 | BenchmarkingFew-Shot Learning | —Unverified | 0 |
| Controlling Personality Style in Dialogue with Zero-Shot Prompt-Based Learning | Feb 8, 2023 | In-Context LearningStyle Transfer | —Unverified | 0 |
| Towards Few-Shot Identification of Morality Frames using In-Context Learning | Feb 3, 2023 | In-Context Learning | —Unverified | 0 |
| Using In-Context Learning to Improve Dialogue Safety | Feb 2, 2023 | In-Context LearningRe-Ranking | —Unverified | 0 |
| Collaborating with language models for embodied reasoning | Feb 1, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Looped Transformers as Programmable Computers | Jan 30, 2023 | In-Context Learning | CodeCode Available | 0 |
| Human-Timescale Adaptation in an Open-Ended Task Space | Jan 18, 2023 | In-Context LearningMeta Reinforcement Learning | —Unverified | 0 |
| Transformers as Algorithms: Generalization and Stability in In-context Learning | Jan 17, 2023 | Generalization BoundsIn-Context Learning | CodeCode Available | 0 |
| SegGPT: Towards Segmenting Everything in Context | Jan 1, 2023 | Few-Shot Semantic SegmentationIn-Context Learning | —Unverified | 0 |
| Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-shot In-Context Learners | Dec 21, 2022 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| In-context Learning Distillation: Transferring Few-shot Learning Ability of Pre-trained Language Models | Dec 20, 2022 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Why Can GPT Learn In-Context? Language Models Implicitly Perform Gradient Descent as Meta-Optimizers | Dec 20, 2022 | In-Context LearningOpen-Ended Question Answering | —Unverified | 0 |
| HINT: Hypernetwork Instruction Tuning for Efficient Zero- & Few-Shot Generalisation | Dec 20, 2022 | In-Context Learningparameter-efficient fine-tuning | —Unverified | 0 |
| Ontologically Faithful Generation of Non-Player Character Dialogues | Dec 20, 2022 | Dialogue GenerationIn-Context Learning | —Unverified | 0 |
| Dialog2API: Task-Oriented Dialogue with API Description and Example Programs | Dec 20, 2022 | In-Context LearningSemantic Parsing | —Unverified | 0 |
| Language model acceptability judgements are not always robust to context | Dec 18, 2022 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Low-Resource Authorship Style Transfer: Can Non-Famous Authors Be Imitated? | Dec 18, 2022 | In-Context LearningStyle Transfer | —Unverified | 0 |
| Foundation models in brief: A historical, socio-technical focus | Dec 17, 2022 | In-Context Learning | —Unverified | 0 |
| Evaluating Step-by-Step Reasoning through Symbolic Verification | Dec 16, 2022 | In-Context Learning | CodeCode Available | 0 |
| Structured Prompting: Scaling In-Context Learning to 1,000 Examples | Dec 13, 2022 | In-Context Learning | —Unverified | 0 |
| General-Purpose In-Context Learning by Meta-Learning Transformers | Dec 8, 2022 | In-Context LearningInductive Bias | CodeCode Available | 0 |
| In-context Examples Selection for Machine Translation | Dec 5, 2022 | In-Context LearningLanguage Modelling | CodeCode Available | 0 |
