| A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration | Oct 21, 2024 | In-Context Learning | —Unverified | 0 |
| CoT-TL: Low-Resource Temporal Knowledge Representation of Planning Instructions Using Chain-of-Thought Reasoning | Oct 21, 2024 | Formal LogicIn-Context Learning | CodeCode Available | 0 |
| Analyzing Context Contributions in LLM-based Machine Translation | Oct 21, 2024 | DecoderIn-Context Learning | —Unverified | 0 |
| BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression | Oct 20, 2024 | In-Context LearningLong-Context Understanding | CodeCode Available | 1 |
| How Aligned are Generative Models to Humans in High-Stakes Decision-Making? | Oct 20, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
| Provable In-context Learning for Mixture of Linear Regressions using Transformers | Oct 18, 2024 | In-Context Learning | —Unverified | 0 |
| LLM The Genius Paradox: A Linguistic and Math Expert's Struggle with Simple Word-based Counting Problems | Oct 18, 2024 | In-Context LearningMath | —Unverified | 0 |
| Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles | Oct 17, 2024 | In-Context LearningInformativeness | —Unverified | 0 |
| Learning Metadata-Agnostic Representations for Text-to-SQL In-Context Example Selection | Oct 17, 2024 | In-Context LearningQuestion Similarity | —Unverified | 0 |
| Personalized Adaptation via In-Context Preference Learning | Oct 17, 2024 | In-Context Learning | —Unverified | 0 |
| On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery | Oct 17, 2024 | In-Context Learning | —Unverified | 0 |
| In-context learning and Occam's razor | Oct 17, 2024 | Data CompressionIn-Context Learning | CodeCode Available | 0 |
| BenTo: Benchmark Task Reduction with In-Context Transferability | Oct 17, 2024 | In-Context LearningMMLU | CodeCode Available | 0 |
| Retrieval-Enhanced Named Entity Recognition | Oct 17, 2024 | In-Context LearningInformation Retrieval | —Unverified | 0 |
| MathGAP: Out-of-Distribution Evaluation on Problems with Arbitrarily Complex Proofs | Oct 17, 2024 | In-Context Learning | —Unverified | 0 |
| Repetition Neurons: How Do Language Models Produce Repetitions? | Oct 17, 2024 | In-Context LearningText Generation | —Unverified | 0 |
| Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors | Oct 17, 2024 | In-Context Learning | CodeCode Available | 0 |
| Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models | Oct 17, 2024 | In-Context Learning | CodeCode Available | 0 |
| In-Context Learning Enables Robot Action Prediction in LLMs | Oct 16, 2024 | In-Context LearningPrediction | —Unverified | 0 |
| MuVi: Video-to-Music Generation with Semantic Alignment and Rhythmic Synchronization | Oct 16, 2024 | In-Context LearningMusic Generation | —Unverified | 0 |
| Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree | Oct 16, 2024 | Collaborative FilteringIn-Context Learning | —Unverified | 0 |
| A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning | Oct 16, 2024 | In-Context LearningKnowledge Graphs | CodeCode Available | 2 |
| Controlled Automatic Task-Specific Synthetic Data Generation for Hallucination Detection | Oct 16, 2024 | HallucinationIn-Context Learning | —Unverified | 0 |
| Context-Scaling versus Task-Scaling in In-Context Learning | Oct 16, 2024 | In-Context Learning | —Unverified | 0 |
| RuleRAG: Rule-guided retrieval-augmented generation with language models for question answering | Oct 15, 2024 | In-Context LearningInstruction Following | CodeCode Available | 1 |
