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Language Modeling

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TitleStatusHype
Frontiers in Intelligent ColonoscopyCode2
PAPILLON: Privacy Preservation from Internet-based and Local Language Model EnsemblesCode2
Improve Vision Language Model Chain-of-thought ReasoningCode2
RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and StyleCode2
A Systematic Study of Cross-Layer KV Sharing for Efficient LLM InferenceCode2
Montessori-Instruct: Generate Influential Training Data Tailored for Student LearningCode2
On the Role of Attention Heads in Large Language Model SafetyCode2
MLLM can see? Dynamic Correction Decoding for Hallucination MitigationCode2
WeatherDG: LLM-assisted Diffusion Model for Procedural Weather Generation in Domain-Generalized Semantic SegmentationCode2
Process Reward Model with Q-Value RankingsCode2
Enhancing Multi-Step Reasoning Abilities of Language Models through Direct Q-Function OptimizationCode2
TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked TextCode2
Efficiently Learning at Test-Time: Active Fine-Tuning of LLMsCode2
Q-VLM: Post-training Quantization for Large Vision-Language ModelsCode2
OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring ModelingCode2
Sylber: Syllabic Embedding Representation of Speech from Raw AudioCode2
Towards Interpreting Visual Information Processing in Vision-Language ModelsCode2
BUMBLE: Unifying Reasoning and Acting with Vision-Language Models for Building-wide Mobile ManipulationCode2
Think While You Generate: Discrete Diffusion with Planned DenoisingCode2
PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse SamplingCode2
Differential TransformerCode2
Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention CausalityCode2
TextHawk2: A Large Vision-Language Model Excels in Bilingual OCR and Grounding with 16x Fewer TokensCode2
GenSim: A General Social Simulation Platform with Large Language Model based AgentsCode2
SyllableLM: Learning Coarse Semantic Units for Speech Language ModelsCode2
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