| Unmasking Trees for Tabular Data | Jul 8, 2024 | Density EstimationImputation | CodeCode Available | 1 |
| GMC: A General Framework of Multi-stage Context Learning and Utilization for Visual Detection Tasks | Jul 8, 2024 | In-Context Learningobject-detection | —Unverified | 0 |
| Empirical Study of Symmetrical Reasoning in Conversational Chatbots | Jul 8, 2024 | ChatbotIn-Context Learning | —Unverified | 0 |
| Retrieved In-Context Principles from Previous Mistakes | Jul 8, 2024 | In-Context Learning | —Unverified | 0 |
| Sub-SA: Strengthen In-context Learning via Submodular Selective Annotation | Jul 8, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| Cross-domain Few-shot In-context Learning for Enhancing Traffic Sign Recognition | Jul 8, 2024 | Autonomous DrivingCross-Domain Few-Shot | —Unverified | 0 |
| Generation and De-Identification of Indian Clinical Discharge Summaries using LLMs | Jul 8, 2024 | De-identificationIn-Context Learning | CodeCode Available | 0 |
| FairPFN: Transformers Can do Counterfactual Fairness | Jul 8, 2024 | Causal Discoverycounterfactual | —Unverified | 0 |
| Just read twice: closing the recall gap for recurrent language models | Jul 7, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| Towards Automated Functional Equation Proving: A Benchmark Dataset and A Domain-Specific In-Context Agent | Jul 5, 2024 | Automated Theorem ProvingIn-Context Learning | —Unverified | 0 |
| FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs | Jul 4, 2024 | Emotion RecognitionEvent Detection | CodeCode Available | 11 |
| Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning | Jul 3, 2024 | In-Context LearningRetrieval | —Unverified | 0 |
| Supporters and Skeptics: LLM-based Analysis of Engagement with Mental Health (Mis)Information Content on Video-sharing Platforms | Jul 2, 2024 | In-Context LearningMisinformation | —Unverified | 0 |
| Evaluating the Ability of LLMs to Solve Semantics-Aware Process Mining Tasks | Jul 2, 2024 | Activity PredictionAnomaly Detection | CodeCode Available | 0 |
| RVISA: Reasoning and Verification for Implicit Sentiment Analysis | Jul 2, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| MG-Verilog: Multi-grained Dataset Towards Enhanced LLM-assisted Verilog Generation | Jul 2, 2024 | In-Context Learning | CodeCode Available | 2 |
| SADL: An Effective In-Context Learning Method for Compositional Visual QA | Jul 2, 2024 | In-Context Learning | —Unverified | 0 |
| Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts | Jul 2, 2024 | DecoderIn-Context Learning | —Unverified | 0 |
| Why does in-context learning fail sometimes? Evaluating in-context learning on open and closed questions | Jul 2, 2024 | In-Context LearningRAG | CodeCode Available | 0 |
| Dynamic Universal Approximation Theory: The Basic Theory for Transformer-based Large Language Models | Jul 1, 2024 | In-Context Learning | —Unverified | 0 |
| Can Small Language Models Learn, Unlearn, and Retain Noise Patterns? | Jul 1, 2024 | In-Context LearningTransliteration | CodeCode Available | 0 |
| Dynamic Few-Shot Learning for Knowledge Graph Question Answering | Jul 1, 2024 | Few-Shot LearningGraph Question Answering | —Unverified | 0 |
| From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning | Jul 1, 2024 | In-Context Learning | —Unverified | 0 |
| Iterative Data Generation with Large Language Models for Aspect-based Sentiment Analysis | Jun 29, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| One Prompt is not Enough: Automated Construction of a Mixture-of-Expert Prompts | Jun 28, 2024 | In-Context LearningSemantic Similarity | CodeCode Available | 1 |
