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Showing 4651–4700 of 14182 papers

TitleStatusHype
The Differences Between Direct Alignment Algorithms are a Blur—0
Scalable Language Models with Posterior Inference of Latent Thought Vectors—0
Position: Towards a Responsible LLM-empowered Multi-Agent Systems—0
Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging—0
QLESS: A Quantized Approach for Data Valuation and Selection in Large Language Model Fine-TuningCode0
Scaling Embedding Layers in Language Models—0
FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model—0
Explaining Context Length Scaling and Bounds for Language ModelsCode0
Learning to Learn Weight Generation via Local Consistency Diffusion—0
InfoBridge: Mutual Information estimation via Bridge Matching—0
Latent Lexical Projection in Large Language Models: A Novel Approach to Implicit Representation Refinement—0
Eliciting Language Model Behaviors with Investigator Agents—0
Knowledge Synthesis of Photosynthesis Research Using a Large Language Model—0
ConditionNET: Learning Preconditions and Effects for Execution Monitoring—0
An Inquiry into Datacenter TCO for LLM Inference with FP8—0
Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search—0
Agent-Based Uncertainty Awareness Improves Automated Radiology Report Labeling with an Open-Source Large Language Model—0
LIBRA: Measuring Bias of Large Language Model from a Local ContextCode0
Language Models Use Trigonometry to Do Addition—0
LLM Safety Alignment is Divergence Estimation in DisguiseCode0
Avoiding exp(R_max) scaling in RLHF through Preference-based ExplorationCode0
Decision-informed Neural Networks with Large Language Model Integration for Portfolio Optimization—0
Vision-centric Token Compression in Large Language Model—0
OrcaLoca: An LLM Agent Framework for Software Issue Localization—0
Doing More with Less -- Implementing Routing Strategies in Large Language Model-Based Systems: An Extended Survey—0
Enhancing Token Filtering Efficiency in Large Language Model Training with Collider—0
INSIGHT: Enhancing Autonomous Driving Safety through Vision-Language Models on Context-Aware Hazard Detection and Edge Case Evaluation—0
A statistically consistent measure of Semantic Variability using Language Models—0
Importing Phantoms: Measuring LLM Package Hallucination Vulnerabilities—0
Intrinsic Tensor Field Propagation in Large Language Models: A Novel Approach to Contextual Information Flow—0
Brain-inspired sparse training enables Transformers and LLMs to perform as fully connected—0
Improving LLM Unlearning Robustness via Random PerturbationsCode0
BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning—0
Can AI Solve the Peer Review Crisis? A Large Scale Cross Model Experiment of LLMs' Performance and Biases in Evaluating over 1000 Economics Papers—0
An Efficient Approach for Machine Translation on Low-resource Languages: A Case Study in Vietnamese-Chinese—0
Estimating the Probability of Sampling a Trained Neural Network at Random—0
Structural Embedding Projection for Contextual Large Language Model Inference—0
Mobile Robot Navigation Using Hand-Drawn Maps: A Vision Language Model Approach—0
Offline Learning for Combinatorial Multi-armed Bandits—0
Towards the Worst-case Robustness of Large Language Models—0
Scaling Laws for Differentially Private Language Models—0
SELMA: A Speech-Enabled Language Model for Virtual Assistant Interactions—0
Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating—0
Token-Hungry, Yet Precise: DeepSeek R1 Highlights the Need for Multi-Step Reasoning Over Speed in MATH—0
Vision-Language Model Selection and Reuse for Downstream Adaptation—0
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering—0
Exploring Audio Editing Features as User-Centric Privacy Defenses Against Large Language Model(LLM) Based Emotion Inference Attacks—0
Investigating Tax Evasion Emergence Using Dual Large Language Model and Deep Reinforcement Learning Powered Agent-based Simulation—0
Efficiency and Effectiveness of LLM-Based Summarization of Evidence in Crowdsourced Fact-Checking—0
Differentially Private Steering for Large Language Model AlignmentCode0
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