Most Cited COLM "convolutional layers" Papers

418 papers found • Page 3 of 3

#401

Scaling Laws of Synthetic Data for Language Model

Zeyu Qin, Qingxiu Dong, Xingxing Zhang et al.

COLM 2025paper
#402

Can Test-Time Scaling Improve World Foundation Model?

Wenyan Cong, Hanqing Zhu, Peihao Wang et al.

COLM 2025paper
#403

SQuat: Subspace-orthogonal KV Cache Quantization

Hao Wang, Ligong Han, Kai Xu et al.

COLM 2025paper
#404

Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Bowen Jin, Hansi Zeng, Zhenrui Yue et al.

COLM 2025paper
#405

JailDAM: Jailbreak Detection with Adaptive Memory for Vision-Language Model

Yi Nian, Shenzhe Zhu, Yuehan Qin et al.

COLM 2025paper
#406

Impact-driven Context Filtering For Cross-file Code Completion

Yanzhou Li, Shangqing Liu, Kangjie Chen et al.

COLM 2025paper
#407

Agents Are All You Need for LLM Unlearning

Debdeep Sanyal, Murari Mandal

COLM 2025paper
#408

Plato: Plan to Efficient Decode for Large Language Model Inference

Shuowei Jin, Xueshen Liu, Yongji Wu et al.

COLM 2025paper
#409

Hypothesis-Driven Theory-of-Mind Reasoning for Large Language Models

Hyunwoo Kim, Melanie Sclar, Tan Zhi-Xuan et al.

COLM 2025paper
#410

VisOnlyQA: Large Vision Language Models Still Struggle with Visual Perception of Geometric Information

Ryo Kamoi, Yusen Zhang, Sarkar Snigdha Sarathi Das et al.

COLM 2025paper
#411

Towards User-level Private Reinforcement Learning with Human Feedback

Jiaming Zhang, Mingxi Lei, Meng Ding et al.

COLM 2025paper
#412

Analyzing Multilingualism in Large Language Models with Sparse Autoencoders

Ikhyun Cho, Julia Hockenmaier

COLM 2025paper
#413

IMPersona: Evaluating Individual Level LLM Impersonation

Quan Shi, Carlos E Jimenez, Stephen Dong et al.

COLM 2025paper
#414

Towards Compute-Optimal Many-Shot In-Context Learning

Shahriar Golchin, Yanfei Chen, Rujun Han et al.

COLM 2025paperarXiv:2507.16217
#415

CodeXEmbed: A Generalist Embedding Model Family for Multilingual and Multi-task Code Retrieval

Ye Liu, Rui Meng, Shafiq Joty et al.

COLM 2025paper
#416

Evaluating LLMs on Chinese Idiom Translation

Cai Yang, Yao Dou, David Heineman et al.

COLM 2025paperarXiv:2508.10421
#417

EvidenceBench: A Benchmark for Extracting Evidence from Biomedical Papers

Jianyou Wang, Weili Cao, Kaicheng Wang et al.

COLM 2025paperarXiv:2504.18736
#418

Overfill: Two-Stage Models for Efficient Language Model Decoding

Woojeong Kim, Junxiong Wang, Jing Nathan Yan et al.

COLM 2025paperarXiv:2508.08446