影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
17.98/100
前 46.5%
全站排名 #29,906
发表论文5 篇
平均评分
年均产出2.5 篇/年
Artem Shelmanov
研究方向
Large Language Models · Uncertainty estimation · Natural language processing · Entity linking · Active learning · Information extraction · Semantic role labeling
23
Efficient Hallucination Detection for LLMs Using Uncertainty-Aware Attention Heads
ICLR 2026Rejected
通讯30
Don't Throw Away Your Beams: Improving Consistency-based Uncertainties in LLMs via Beam Search
ICLR 2026Poster
12
Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory, and Test Time Compute Scaling
ICLR 2026Withdrawn
12
Reasoning with Confidence: Efficient Verification of LLM Reasoning Steps via Uncertainty Heads
ICLR 2026Withdrawn