Mohammad Beigi

3 papers · 2024–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

EMNLP (2) ACL (1)

Top co-authors

Lifu Huang (3) Qifan Wang (3) Zihao Lin (2) Ying Shen (2) Ming Jin (2) Jianfeng He (1) Zichao Wang (1) Hongxuan Li (1) Chang-Tien Lu (1) Ankith Mohan (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Learning Types (2) Deep Learning (1) Natural Language Processing (1) Models (1) Optimization & Theory · Deep Learning (1) Optimization & Theory · Machine Learning (1) Resources & Methods (1)

Keywords

contrastive learning (1) reinforcement learning (1) knowledge editing (1) question answering (1) monte carlo tree search (1) parameter-efficient tuning (1) hallucination detection (1) internal state analysis (1) calibration error (1) confidence estimation (1) knowledge updating (1) sequential editing (1) internal state (1) large language model (1) uncertainty-aware reasoning (1) sycophancy mitigation (1) truthful alignment (1) memory editing (1) parameter-modifying method (1) parameter-preserving method (1)

Papers

Sycophancy Mitigation Through Reinforcement Learning with Uncertainty-Aware Adaptive Reasoning Trajectories EMNLP 2025 InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States EMNLP 2024 Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models ACL 2024