| Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for Dialogue | Jun 10, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 0 |
| TR2MTL: LLM based framework for Metric Temporal Logic Formalization of Traffic Rules | Jun 9, 2024 | Autonomous VehiclesIn-Context Learning | —Unverified | 0 |
| LGR2: Language Guided Reward Relabeling for Accelerating Hierarchical Reinforcement Learning | Jun 9, 2024 | Code GenerationHierarchical Reinforcement Learning | —Unverified | 0 |
| ThatiAR: Subjectivity Detection in Arabic News Sentences | Jun 8, 2024 | In-Context LearningMisinformation | —Unverified | 0 |
| TabPFGen -- Tabular Data Generation with TabPFN | Jun 7, 2024 | Data AugmentationImputation | CodeCode Available | 1 |
| Retrieval & Fine-Tuning for In-Context Tabular Models | Jun 7, 2024 | DiversityIn-Context Learning | —Unverified | 0 |
| Large Language Model-guided Document Selection | Jun 7, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| On Subjective Uncertainty Quantification and Calibration in Natural Language Generation | Jun 7, 2024 | In-Context LearningMachine Translation | CodeCode Available | 0 |
| BERTs are Generative In-Context Learners | Jun 7, 2024 | In-Context Learning | CodeCode Available | 1 |
| Scenarios and Approaches for Situated Natural Language Explanations | Jun 7, 2024 | BenchmarkingIn-Context Learning | —Unverified | 0 |
| llmNER: (Zero|Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models | Jun 6, 2024 | few-shot-nerFew-shot NER | —Unverified | 0 |
| VHDL-Eval: A Framework for Evaluating Large Language Models in VHDL Code Generation | Jun 6, 2024 | Code GenerationIn-Context Learning | —Unverified | 0 |
| Exploring the Zero-Shot Capabilities of Vision-Language Models for Improving Gaze Following | Jun 6, 2024 | In-Context LearningVisual Prompting | —Unverified | 0 |
| Aligning Large Language Models with Self-generated Preference Data | Jun 6, 2024 | In-Context Learning | —Unverified | 0 |
| What Do Language Models Learn in Context? The Structured Task Hypothesis | Jun 6, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| FastGAS: Fast Graph-based Annotation Selection for In-Context Learning | Jun 6, 2024 | graph partitioningIn-Context Learning | —Unverified | 0 |
| Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective | Jun 6, 2024 | Generalization BoundsIn-Context Learning | CodeCode Available | 0 |
| Improving In-Context Learning with Prediction Feedback for Sentiment Analysis | Jun 5, 2024 | In-Context LearningSentiment Analysis | CodeCode Available | 0 |
| StatBot.Swiss: Bilingual Open Data Exploration in Natural Language | Jun 5, 2024 | In-Context LearningText to SQL | —Unverified | 0 |
| Exact Conversion of In-Context Learning to Model Weights in Linearized-Attention Transformers | Jun 5, 2024 | In-Context Learning | —Unverified | 0 |
| Self-Supervised Singing Voice Pre-Training towards Speech-to-Singing Conversion | Jun 4, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Seed-TTS: A Family of High-Quality Versatile Speech Generation Models | Jun 4, 2024 | In-Context LearningLanguage Modelling | CodeCode Available | 7 |
| Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis | Jun 4, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Eliciting the Priors of Large Language Models using Iterated In-Context Learning | Jun 4, 2024 | In-Context Learning | —Unverified | 0 |
| E-ICL: Enhancing Fine-Grained Emotion Recognition through the Lens of Prototype Theory | Jun 4, 2024 | Emotion RecognitionIn-Context Learning | —Unverified | 0 |
