| DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models | Oct 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ClaimBrush: A Novel Framework for Automated Patent Claim Refinement Based on Large Language Models | Oct 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling | Oct 8, 2024 | document understandingLanguage Modeling | CodeCode Available | 2 |
| Think While You Generate: Discrete Diffusion with Planned Denoising | Oct 8, 2024 | DenoisingImage Generation | CodeCode Available | 2 |
| FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning | Oct 8, 2024 | GSM8KHallucination | —Unverified | 0 |
| Wireless-Friendly Window Position Optimization for RIS-Aided Outdoor-to-Indoor Networks based on Multi-Modal Large Language Model | Oct 7, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ChatVis: Automating Scientific Visualization with a Large Language Model | Oct 7, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths | Oct 7, 2024 | AttributeGSM8K | —Unverified | 0 |
| Towards the generation of hierarchical attack models from cybersecurity vulnerabilities using language models | Oct 7, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| RespLLM: Unifying Audio and Text with Multimodal LLMs for Generalized Respiratory Health Prediction | Oct 7, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Filtering Discomforting Recommendations with Large Language Models | Oct 7, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Falcon Mamba: The First Competitive Attention-free 7B Language Model | Oct 7, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Transformers learn variable-order Markov chains in-context | Oct 7, 2024 | Data CompressionIn-Context Learning | —Unverified | 0 |
| Chain and Causal Attention for Efficient Entity Tracking | Oct 7, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Neural machine translation system for Lezgian, Russian and Azerbaijani languages | Oct 7, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Synthesizing Interpretable Control Policies through Large Language Model Guided Search | Oct 7, 2024 | Combinatorial OptimizationEvolutionary Algorithms | CodeCode Available | 0 |
| DEPT: Decoupled Embeddings for Pre-training Language Models | Oct 7, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Differential Transformer | Oct 7, 2024 | HallucinationIn-Context Learning | CodeCode Available | 2 |
| Efficient Inference for Large Language Model-based Generative Recommendation | Oct 7, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| LPZero: Language Model Zero-cost Proxy Search from Zero | Oct 7, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe | Oct 7, 2024 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| Leverage Knowledge Graph and Large Language Model for Law Article Recommendation: A Case Study of Chinese Criminal Law | Oct 7, 2024 | ArticlesLanguage Modeling | —Unverified | 0 |
| Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality | Oct 7, 2024 | Causal Inferencecounterfactual | CodeCode Available | 2 |
| Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models | Oct 7, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Fine-Tuning CLIP's Last Visual Projector: A Few-Shot Cornucopia | Oct 7, 2024 | Domain GeneralizationLanguage Modeling | CodeCode Available | 1 |