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Language Modeling

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TitleStatusHype
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target AtomsCode1
SpectraLDS: Provable Distillation for Linear Dynamical Systems—0
NSNQuant: A Double Normalization Approach for Calibration-Free Low-Bit Vector Quantization of KV Cache—0
Simulating Macroeconomic Expectations using LLM Agents—0
ELDeR: Getting Efficient LLMs through Data-Driven Regularized Layer-wise Pruning—0
Retrieval Augmented Generation-based Large Language Models for Bridging Transportation Cybersecurity Legal Knowledge Gaps—0
Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback—0
DanmakuTPPBench: A Multi-modal Benchmark for Temporal Point Process Modeling and UnderstandingCode2
Selection Mechanisms for Sequence Modeling using Linear State Space Models—0
Multi-agent Systems for Misinformation Lifecycle : Detection, Correction And Source Identification—0
Plan-R1: Safe and Feasible Trajectory Planning as Language Modeling—0
Daily-Omni: Towards Audio-Visual Reasoning with Temporal Alignment across ModalitiesCode1
keepitsimple at SemEval-2025 Task 3: LLM-Uncertainty based Approach for Multilingual Hallucination Span DetectionCode0
Attention with Trained Embeddings Provably Selects Important Tokens—0
How do Scaling Laws Apply to Knowledge Graph Engineering Tasks? The Impact of Model Size on Large Language Model Performance—0
Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel DecodingCode2
DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation—0
Incentivizing Dual Process Thinking for Efficient Large Language Model Reasoning—0
Power-Law Decay Loss for Large Language Model Finetuning: Focusing on Information Sparsity to Enhance Generation QualityCode0
Plan and Budget: Effective and Efficient Test-Time Scaling on Large Language Model Reasoning—0
SATURN: SAT-based Reinforcement Learning to Unleash Language Model ReasoningCode0
EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human ActionsCode0
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning—0
Evaluating Large Language Model with Knowledge Oriented Language Specific Simple Question AnsweringCode0
TensorAR: Refinement is All You Need in Autoregressive Image Generation—0
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