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References (62)

[1]
LitBench: A Benchmark and Dataset for Reliable Evaluation of Creative Writing
2025
[2]
Think Clearly: Improving Reasoning via Redundant Token Pruning
2025
[3]
Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models
2025
[4]
Beyond the Last Answer: Your Reasoning Trace Uncovers More than You Think
2025
[5]
Towards Long Context Hallucination Detection
2025
[6]
SplitReason: Learning To Offload Reasoning
2025
[7]
Dynamic Early Exit in Reasoning Models
2025
[8]
Speculative Thinking: Enhancing Small-Model Reasoning with Large Model Guidance at Inference Time
2025
[9]
SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning
2025
[10]
SEAL: Steerable Reasoning Calibration of Large Language Models for Free
2025
[11]
Inference-Time Scaling for Generalist Reward Modeling
2025
[12]
TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers' Guidance
2025
[13]
L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning
2025
[14]
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?
2025
[15]
DeepSeek-R1 outperforms Gemini 2.0 Pro, OpenAI o1, and o3-mini in bilingual complex ophthalmology reasoning
2025
[16]
Evaluating Step-by-step Reasoning Traces: A Survey
2025
[17]
The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks
2025
[18]
s1: Simple test-time scaling
2025
[19]
Kimi k1.5: Scaling Reinforcement Learning with LLMs
2025
[20]
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
2025

Showing 20 of 62 references

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