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20172026
most citedImproving Gender Translation Accuracy with Filtered Self-Training

11 citations · 69 across the 30 of their papers we have counts for

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cs.LG2026

Speculate with Memory: Lossless Acceleration for LLM Agents

Yu Li, Qinyuan Ye, Prafulla Kumar Choubey +2

Speculative execution accelerates LLM agents by using a smaller, cheaper model to predict and pre-launch the next step while the environment is idle. However, existing speculators…

cs.LG2025

Nudging the Boundaries of LLM Reasoning

Justin Chih-Yao Chen, Becky Xiangyu Peng, Prafulla Kumar Choubey +4

Current online reinforcement learning (RL) algorithms like GRPO share a key limitation in LLM reasoning: they cannot learn from problems that are "unsolvable" to the model. In othe…