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Greedy, Not Needy: A General Paradigm for Efficient Decoding in Large Language Models
M. Atif Quamar, M. Areeb, N. Sharma, A. Shreekumar, J. Rosenthal, M. Kuznetsov, M. Ozgur Ozmen, Z. Berkay Celik
Project
Learning Modal-Mixed Chain-of-Thought Reasoning with Latent Embeddings
Y. Shao, K. Zhou, M. Atif Quamar, Z. Xu, S. Hao, Z. Wang, Z. Hu, B. Huang
Project
STARS: Segment-level Token Alignment via Rejection Sampling in Large Language Models
M. Atif Quamar, M. Areeb, M. Kuznetsov, M. Ozgur Ozmen, Z. Berkay Celik
Project
Logit–Entropy Adaptive Stopping Heuristic for Efficient Chain-of-Thought Reasoning
M. Atif Quamar, M. Areeb
Decoding Histone Modification Signatures of Non-Coding RNAs via Foundation Models
N. Sharma, M. Atif Quamar, P. Xie