| Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models | Oct 10, 2024 | Conformal PredictionLanguage Modeling | —Unverified | 0 |
| More Experts Than Galaxies: Conditionally-overlapping Experts With Biologically-Inspired Fixed Routing | Oct 10, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Plug-and-Play Performance Estimation for LLM Services without Relying on Labeled Data | Oct 10, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Uncovering Overfitting in Large Language Model Editing | Oct 10, 2024 | AttributeIn-Context Learning | —Unverified | 0 |
| PLaMo-100B: A Ground-Up Language Model Designed for Japanese Proficiency | Oct 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mechanistic Permutability: Match Features Across Layers | Oct 10, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| The Large Language Model GreekLegalRoBERTa | Oct 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CrossQuant: A Post-Training Quantization Method with Smaller Quantization Kernel for Precise Large Language Model Compression | Oct 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language model developers should report train-test overlap | Oct 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction | Oct 10, 2024 | Binary ClassificationCitation Prediction | CodeCode Available | 0 |
| LecPrompt: A Prompt-based Approach for Logical Error Correction with CodeBERT | Oct 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models | Oct 10, 2024 | Image GenerationLanguage Modeling | —Unverified | 0 |
| A Framework for Collaborating a Large Language Model Tool in Brainstorming for Triggering Creative Thoughts | Oct 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Semantic Self-Consistency: Enhancing Language Model Reasoning via Semantic Weighting | Oct 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions | Oct 10, 2024 | Data AugmentationKnowledge Graphs | —Unverified | 0 |
| Evolutionary Contrastive Distillation for Language Model Alignment | Oct 10, 2024 | Contrastive LearningInstruction Following | —Unverified | 0 |
| Efficient Reinforcement Learning with Large Language Model Priors | Oct 10, 2024 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Closing the Loop: Learning to Generate Writing Feedback via Language Model Simulated Student Revisions | Oct 10, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| β-calibration of Language Model Confidence Scores for Generative QA | Oct 9, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Enhancing Vision-Language Model Pre-training with Image-text Pair Pruning Based on Word Frequency | Oct 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Exploring Prompt Engineering: A Systematic Review with SWOT Analysis | Oct 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Large Language Model Compression with Neural Architecture Search | Oct 9, 2024 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| Exploring Efficient Foundational Multi-modal Models for Video Summarization | Oct 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity | Oct 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding | Oct 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |