Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling (2025 · 29 citations)
Self-Consistency (SC) improves LLM reasoning by drawing many chain-of-thought samples and taking a majority vote.
Disparities in LLM Reasoning Accuracy and Explanations: A Case Study on African American English (2025 · 6 citations)
The paper asks whether large language models reason as well, and explain themselves as well, when a question is written in African American English (AAE) as when it is written in Standard American English (SAE).
COMPASS: Enhancing Agent Long-Horizon Reasoning with Evolving Context (2026 · 1 citation)
LLM agents often fail on long-horizon tasks that need many chained tool calls. Small mistakes pile up, and as the history grows the agent misses key evidence, gets distracted, or stops too early instead of changing its plan. The authors argue that context management is the main obstacle. They propose COMPASS, a…

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Where their works here were published, the most works first, with the editions of those that have a page.

Papers of our library cite their works 28 times (of the 149,439 papers whose bibliographies we read); 12 citing papers with a page here →.

Updated 31 October 2026