| When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment | Oct 4, 2022 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| The Only Chance to Understand: Machine Translation of the Severely Endangered Low-resource Languages of Eurasia | Oct 1, 2022 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Toward Trustworthy Neural Program Synthesis | Sep 29, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unpacking Large Language Models with Conceptual Consistency | Sep 29, 2022 | Language ModellingLarge Language Model | —Unverified | 0 |
| Repairing Bugs in Python Assignments Using Large Language Models | Sep 29, 2022 | ChunkingLanguage Modeling | —Unverified | 0 |
| Generate rather than Retrieve: Large Language Models are Strong Context Generators | Sep 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| CodeQueries: A Dataset of Semantic Queries over Code | Sep 17, 2022 | AttributeExtractive Question-Answering | CodeCode Available | 1 |
| Do Large Language Models know what humans know? | Sep 4, 2022 | AttributeLanguage Modeling | CodeCode Available | 0 |
| Selective Text Augmentation with Word Roles for Low-Resource Text Classification | Sep 4, 2022 | ClassificationData Augmentation | CodeCode Available | 0 |
| FOLIO: Natural Language Reasoning with First-Order Logic | Sep 2, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Prefix Embeddings for In-context Machine Translation | Sep 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enhancing Semantic Understanding with Self-supervised Methods for Abstractive Dialogue Summarization | Sep 1, 2022 | Abstractive Dialogue SummarizationAbstractive Text Summarization | —Unverified | 0 |
| Training a T5 Using Lab-sized Resources | Aug 25, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Repair Is Nearly Generation: Multilingual Program Repair with LLMs | Aug 24, 2022 | Language ModellingLarge Language Model | —Unverified | 0 |
| Prompting as Probing: Using Language Models for Knowledge Base Construction | Aug 23, 2022 | Knowledge Base ConstructionLanguage Modeling | CodeCode Available | 1 |
| Integrating Diverse Knowledge Sources for Online One-shot Learning of Novel Tasks | Aug 19, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| VAuLT: Augmenting the Vision-and-Language Transformer for Sentiment Classification on Social Media | Aug 18, 2022 | DescriptiveDiversity | CodeCode Available | 1 |
| A Survey on Open Information Extraction from Rule-based Model to Large Language Model | Aug 18, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Reducing Retraining by Recycling Parameter-Efficient Prompts | Aug 10, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CoditT5: Pretraining for Source Code and Natural Language Editing | Aug 10, 2022 | Bug fixingLanguage Modeling | CodeCode Available | 1 |
| A Hazard Analysis Framework for Code Synthesis Large Language Models | Jul 25, 2022 | Code GenerationLanguage Modeling | —Unverified | 0 |
| An Overview of Distant Supervision for Relation Extraction with a Focus on Denoising and Pre-training Methods | Jul 17, 2022 | DenoisingKnowledge Graph Completion | —Unverified | 0 |
| A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language | Jul 15, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Neural Data-to-Text Generation Based on Small Datasets: Comparing the Added Value of Two Semi-Supervised Learning Approaches on Top of a Large Language Model | Jul 14, 2022 | Data AugmentationData-to-Text Generation | —Unverified | 0 |
| Solving Quantitative Reasoning Problems with Language Models | Jun 29, 2022 | Arithmetic ReasoningLanguage Modeling | CodeCode Available | 2 |