| Prompting Language Models for Linguistic Structure | Nov 15, 2022 | ChunkingIn-Context Learning | —Unverified | 0 |
| Teaching Algorithmic Reasoning via In-context Learning | Nov 15, 2022 | In-Context Learning | —Unverified | 0 |
| On the Compositional Generalization Gap of In-Context Learning | Nov 15, 2022 | In-Context LearningSemantic Parsing | —Unverified | 0 |
| Large Language Models Meet Harry Potter: A Bilingual Dataset for Aligning Dialogue Agents with Characters | Nov 13, 2022 | Dialogue GenerationIn-Context Learning | CodeCode Available | 1 |
| Active Example Selection for In-Context Learning | Nov 8, 2022 | In-Context Learning | CodeCode Available | 1 |
| Large Language Models Are Human-Level Prompt Engineers | Nov 3, 2022 | Few-Shot LearningIn-Context Learning | CodeCode Available | 3 |
| Two-stage LLM Fine-tuning with Less Specialization and More Generalization | Nov 1, 2022 | Binary ClassificationDomain Generalization | —Unverified | 0 |
| XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing | Oct 25, 2022 | In-Context LearningRetrieval | CodeCode Available | 0 |
| Exploring The Landscape of Distributional Robustness for Question Answering Models | Oct 22, 2022 | In-Context LearningQuestion Answering | —Unverified | 0 |
| Large Language Models are few(1)-shot Table Reasoners | Oct 13, 2022 | Fact VerificationIn-Context Learning | CodeCode Available | 1 |
| Explanations from Large Language Models Make Small Reasoners Better | Oct 13, 2022 | Explanation GenerationIn-Context Learning | —Unverified | 0 |
| Transformers generalize differently from information stored in context vs in weights | Oct 11, 2022 | In-Context Learning | —Unverified | 0 |
| Controllable Dialogue Simulation with In-Context Learning | Oct 9, 2022 | Data AugmentationIn-Context Learning | CodeCode Available | 1 |
| Large Language Models can Implement Policy Iteration | Oct 7, 2022 | In-Context LearningLanguage Modelling | —Unverified | 0 |
| Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts | Oct 7, 2022 | In-Context LearningLanguage Modelling | CodeCode Available | 0 |
| Honest Students from Untrusted Teachers: Learning an Interpretable Question-Answering Pipeline from a Pretrained Language Model | Oct 5, 2022 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| ThinkSum: Probabilistic reasoning over sets using large language models | Oct 4, 2022 | In-Context LearningRetrieval | —Unverified | 0 |
| Does GPT-3 Generate Empathetic Dialogues? A Novel In-Context Example Selection Method and Automatic Evaluation Metric for Empathetic Dialogue Generation | Oct 1, 2022 | Dialogue GenerationIn-Context Learning | CodeCode Available | 1 |
| FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning | Sep 30, 2022 | Drug DiscoveryIn-Context Learning | CodeCode Available | 1 |
| WinoDict: Probing language models for in-context word acquisition | Sep 25, 2022 | In-Context LearningProbing Language Models | —Unverified | 0 |
| In-context Learning and Induction Heads | Sep 24, 2022 | In-Context Learning | —Unverified | 0 |
| On the Relation between Sensitivity and Accuracy in In-context Learning | Sep 16, 2022 | In-Context LearningRelation | CodeCode Available | 0 |
| Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models | Sep 15, 2022 | In-Context Learning | —Unverified | 0 |
| Selective Annotation Makes Language Models Better Few-Shot Learners | Sep 5, 2022 | Code GenerationIn-Context Learning | CodeCode Available | 1 |
| What Can Transformers Learn In-Context? A Case Study of Simple Function Classes | Aug 1, 2022 | In-Context Learning | CodeCode Available | 2 |
