| Can the Rookies Cut the Tough Cookie? Exploring the Use of LLMs for SQL Equivalence Checking | Dec 7, 2024 | In-Context Learning | —Unverified | 0 |
| REGENT: A Retrieval-Augmented Generalist Agent That Can Act In-Context in New Environments | Dec 6, 2024 | In-Context LearningRetrieval | —Unverified | 0 |
| A text-to-tabular approach to generate synthetic patient data using LLMs | Dec 6, 2024 | In-Context LearningSynthetic Data Generation | CodeCode Available | 0 |
| Improving LLM Group Fairness on Tabular Data via In-Context Learning | Dec 5, 2024 | FairnessIn-Context Learning | —Unverified | 0 |
| Demonstration Selection for In-Context Learning via Reinforcement Learning | Dec 5, 2024 | ClassificationDiversity | —Unverified | 0 |
| The broader spectrum of in-context learning | Dec 5, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Intent-driven In-context Learning for Few-shot Dialogue State Tracking | Dec 4, 2024 | Dialogue State TrackingIn-Context Learning | —Unverified | 0 |
| CPP-UT-Bench: Can LLMs Write Complex Unit Tests in C++? | Dec 3, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Minimization of Boolean Complexity in In-Context Concept Learning | Dec 3, 2024 | In-Context Learning | —Unverified | 0 |
| A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis | Dec 3, 2024 | Aspect-Based Sentiment AnalysisIn-Context Learning | —Unverified | 0 |
| RL2: Reinforce Large Language Model to Assist Safe Reinforcement Learning for Energy Management of Active Distribution Networks | Dec 2, 2024 | energy managementIn-Context Learning | —Unverified | 0 |
| Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation | Dec 2, 2024 | DiversityFew-Shot Learning | —Unverified | 0 |
| CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search | Dec 2, 2024 | In-Context LearningReading Comprehension | —Unverified | 0 |
| Competition Dynamics Shape Algorithmic Phases of In-Context Learning | Dec 1, 2024 | In-Context Learning | CodeCode Available | 0 |
| Table Integration in Data Lakes Unleashed: Pairwise Integrability Judgment, Integrable Set Discovery, and Multi-Tuple Conflict Resolution | Nov 30, 2024 | Community DetectionContrastive Learning | —Unverified | 0 |
| SSDM 2.0: Time-Accurate Speech Rich Transcription with Non-Fluencies | Nov 29, 2024 | In-Context Learning | —Unverified | 0 |
| In-Context Learning with Noisy Labels | Nov 29, 2024 | In-Context LearningLearning with noisy labels | —Unverified | 0 |
| ICLERB: In-Context Learning Embedding and Reranker Benchmark | Nov 28, 2024 | In-Context LearningInformation Retrieval | —Unverified | 0 |
| Differential learning kinetics govern the transition from memorization to generalization during in-context learning | Nov 27, 2024 | DiversityIn-Context Learning | —Unverified | 0 |
| Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS | Nov 27, 2024 | In-Context LearningMath | CodeCode Available | 0 |
| Curriculum Demonstration Selection for In-Context Learning | Nov 27, 2024 | In-Context Learning | —Unverified | 0 |
| Graph Canvas for Controllable 3D Scene Generation | Nov 27, 2024 | In-Context LearningScene Generation | CodeCode Available | 0 |
| MALMM: Multi-Agent Large Language Models for Zero-Shot Robotics Manipulation | Nov 26, 2024 | Code GenerationIn-Context Learning | —Unverified | 0 |
| "Stupid robot, I want to speak to a human!" User Frustration Detection in Task-Oriented Dialog Systems | Nov 26, 2024 | In-Context LearningSentiment Analysis | —Unverified | 0 |
| AutoElicit: Using Large Language Models for Expert Prior Elicitation in Predictive Modelling | Nov 26, 2024 | Bayesian InferenceIn-Context Learning | CodeCode Available | 0 |