| ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games | May 24, 2023 | Code GenerationCommon Sense Reasoning | CodeCode Available | 1 |
| Adapting Language Models to Compress Contexts | May 24, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| EXnet: Efficient In-context Learning for Data-less Text classification | May 24, 2023 | In-Context LearningQuestion Answering | —Unverified | 0 |
| BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer | May 24, 2023 | BenchmarkingCross-Lingual Transfer | —Unverified | 0 |
| RetICL: Sequential Retrieval of In-Context Examples with Reinforcement Learning | May 23, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 1 |
| Sociocultural Norm Similarities and Differences via Situational Alignment and Explainable Textual Entailment | May 23, 2023 | DescriptiveIn-Context Learning | CodeCode Available | 0 |
| Exploring Chain-of-Thought Style Prompting for Text-to-SQL | May 23, 2023 | In-Context LearningSQL Parsing | —Unverified | 0 |
| Benchmarking Machine Translation with Cultural Awareness | May 23, 2023 | BenchmarkingIn-Context Learning | CodeCode Available | 0 |
| Exploring Self-supervised Logic-enhanced Training for Large Language Models | May 23, 2023 | In-Context LearningLogical Reasoning | CodeCode Available | 0 |
| Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning | May 23, 2023 | In-Context Learning | CodeCode Available | 1 |
| Concept-aware Training Improves In-context Learning Ability of Language Models | May 23, 2023 | In-Context Learning | CodeCode Available | 0 |
| Make a Choice! Knowledge Base Question Answering with In-Context Learning | May 23, 2023 | In-Context LearningKnowledge Base Question Answering | —Unverified | 0 |
| In-Context Probing: Toward Building Robust Classifiers via Probing Large Language Models | May 23, 2023 | In-Context Learning | —Unverified | 0 |
| Dr.ICL: Demonstration-Retrieved In-context Learning | May 23, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Skill-Based Few-Shot Selection for In-Context Learning | May 23, 2023 | In-Context LearningSemantic Parsing | —Unverified | 0 |
| CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation | May 23, 2023 | In-Context LearningMachine Translation | CodeCode Available | 0 |
| Active Learning Principles for In-Context Learning with Large Language Models | May 23, 2023 | Active LearningDiversity | —Unverified | 0 |
| Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization | May 23, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Small Language Models Improve Giants by Rewriting Their Outputs | May 22, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
| Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding | May 22, 2023 | GPUIn-Context Learning | —Unverified | 0 |
| Iterative Forward Tuning Boosts In-Context Learning in Language Models | May 22, 2023 | Decision MakingIn-Context Learning | CodeCode Available | 0 |
| ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist Examination | May 22, 2023 | DiversityGeneral Knowledge | CodeCode Available | 0 |
| MAILEX: Email Event and Argument Extraction | May 22, 2023 | 4k8k | CodeCode Available | 1 |
| Can We Edit Factual Knowledge by In-Context Learning? | May 22, 2023 | In-Context Learningknowledge editing | CodeCode Available | 1 |
| Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations | May 22, 2023 | In-Context LearningInductive Bias | CodeCode Available | 0 |
| Meta-in-context learning in large language models | May 22, 2023 | In-Context LearningMulti-Armed Bandits | CodeCode Available | 0 |
| Fact-Checking Complex Claims with Program-Guided Reasoning | May 22, 2023 | Fact CheckingIn-Context Learning | CodeCode Available | 1 |
| Explaining Emergent In-Context Learning as Kernel Regression | May 22, 2023 | Bayesian InferenceIn-Context Learning | —Unverified | 0 |
| PRODIGY: Enabling In-context Learning Over Graphs | May 21, 2023 | Graph Neural NetworkIn-Context Learning | —Unverified | 0 |
| Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies | May 21, 2023 | DiversityIn-Context Learning | —Unverified | 0 |
| ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings | May 19, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 2 |
| XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages | May 19, 2023 | In-Context LearningMultilingual NLP | CodeCode Available | 1 |
| Cross-Lingual Supervision improves Large Language Models Pre-training | May 19, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| AutoTrial: Prompting Language Models for Clinical Trial Design | May 19, 2023 | In-Context Learning | —Unverified | 0 |
| How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings | May 19, 2023 | In-Context LearningRetrieval | CodeCode Available | 1 |
| PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning | May 19, 2023 | Common Sense ReasoningDiagnostic | —Unverified | 0 |
| Post Hoc Explanations of Language Models Can Improve Language Models | May 19, 2023 | In-Context Learning | —Unverified | 0 |
| Efficient Prompting via Dynamic In-Context Learning | May 18, 2023 | In-Context Learning | —Unverified | 0 |
| Learning In-context Learning for Named Entity Recognition | May 18, 2023 | Diversityfew-shot-ner | CodeCode Available | 1 |
| Can Language Models Solve Graph Problems in Natural Language? | May 17, 2023 | In-Context LearningKnowledge Probing | CodeCode Available | 1 |
| Instruction Tuned Models are Quick Learners | May 17, 2023 | In-Context LearningMulti-Task Learning | CodeCode Available | 0 |
| Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning | May 17, 2023 | In-Context Learning | CodeCode Available | 1 |
| Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback | May 17, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| Large Language Models Leverage External Knowledge to Extend Clinical Insight Beyond Language Boundaries | May 17, 2023 | Clinical KnowledgeFew-Shot Learning | —Unverified | 0 |
| What In-Context Learning "Learns" In-Context: Disentangling Task Recognition and Task Learning | May 16, 2023 | In-Context Learning | CodeCode Available | 1 |
| Pre-Training to Learn in Context | May 16, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Text Classification via Large Language Models | May 15, 2023 | ClassificationDiagnostic | CodeCode Available | 1 |
| Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text | May 15, 2023 | graph constructionIn-Context Learning | —Unverified | 0 |
| Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical Study | May 15, 2023 | Discourse ParsingIn-Context Learning | CodeCode Available | 0 |
| Symbol tuning improves in-context learning in language models | May 15, 2023 | In-Context Learning | —Unverified | 0 |
