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| Scalable Language Models with Posterior Inference of Latent Thought Vectors | Feb 3, 2025 | DecoderLanguage Modeling | —Unverified | 0 |
| Position: Towards a Responsible LLM-empowered Multi-Agent Systems | Feb 3, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
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| Scaling Embedding Layers in Language Models | Feb 3, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model | Feb 3, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Explaining Context Length Scaling and Bounds for Language Models | Feb 3, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning to Learn Weight Generation via Local Consistency Diffusion | Feb 3, 2025 | Domain GeneralizationFew-Shot Learning | —Unverified | 0 |
| InfoBridge: Mutual Information estimation via Bridge Matching | Feb 3, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Latent Lexical Projection in Large Language Models: A Novel Approach to Implicit Representation Refinement | Feb 3, 2025 | Computational EfficiencyDiversity | —Unverified | 0 |
| Eliciting Language Model Behaviors with Investigator Agents | Feb 3, 2025 | Bayesian InferenceHallucination | —Unverified | 0 |
| Knowledge Synthesis of Photosynthesis Research Using a Large Language Model | Feb 3, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ConditionNET: Learning Preconditions and Effects for Execution Monitoring | Feb 3, 2025 | Anomaly DetectionLanguage Modeling | —Unverified | 0 |
| An Inquiry into Datacenter TCO for LLM Inference with FP8 | Feb 3, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search | Feb 2, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Agent-Based Uncertainty Awareness Improves Automated Radiology Report Labeling with an Open-Source Large Language Model | Feb 2, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LIBRA: Measuring Bias of Large Language Model from a Local Context | Feb 2, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Language Models Use Trigonometry to Do Addition | Feb 2, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LLM Safety Alignment is Divergence Estimation in Disguise | Feb 2, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Avoiding exp(R_max) scaling in RLHF through Preference-based Exploration | Feb 2, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Decision-informed Neural Networks with Large Language Model Integration for Portfolio Optimization | Feb 2, 2025 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Vision-centric Token Compression in Large Language Model | Feb 2, 2025 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| OrcaLoca: An LLM Agent Framework for Software Issue Localization | Feb 1, 2025 | Code SearchLanguage Modeling | —Unverified | 0 |
| Doing More with Less -- Implementing Routing Strategies in Large Language Model-Based Systems: An Extended Survey | Feb 1, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |