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Language Modeling

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TitleStatusHype
Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions—0
Evolutionary Contrastive Distillation for Language Model Alignment—0
DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models—0
CrossQuant: A Post-Training Quantization Method with Smaller Quantization Kernel for Precise Large Language Model Compression—0
TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked TextCode2
More Experts Than Galaxies: Conditionally-overlapping Experts With Biologically-Inspired Fixed RoutingCode0
OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring ModelingCode2
Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models—0
Efficient Reinforcement Learning with Large Language Model Priors—0
Q-VLM: Post-training Quantization for Large Vision-Language ModelsCode2
Efficiently Learning at Test-Time: Active Fine-Tuning of LLMsCode2
Closing the Loop: Learning to Generate Writing Feedback via Language Model Simulated Student RevisionsCode0
Plug-and-Play Performance Estimation for LLM Services without Relying on Labeled DataCode0
PLaMo-100B: A Ground-Up Language Model Designed for Japanese Proficiency—0
OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model PromptingCode1
Recent advancements in LLM Red-Teaming: Techniques, Defenses, and Ethical Considerations—0
Generating long-horizon stock "buy" signals with a neural language model—0
QuAILoRA: Quantization-Aware Initialization for LoRA—0
Exploring Prompt Engineering: A Systematic Review with SWOT Analysis—0
TinyClick: Single-Turn Agent for Empowering GUI Automation—0
AuditWen:An Open-Source Large Language Model for AuditCode1
Enhancing Vision-Language Model Pre-training with Image-text Pair Pruning Based on Word FrequencyCode0
Exploring Efficient Foundational Multi-modal Models for Video Summarization—0
Multi-Task Program Error Repair and Explanatory Diagnosis—0
Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning—0
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