Scholar
Ankur Samanta
Google Scholar ID: iA9pN_QAAAAJ
PhD Student, Columbia University
AI Reasoning
Multi-modal foundation models
RLHF
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Citations
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4
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Publications
9 items
BayesBench: Evaluating LLM Belief Trajectories Under Multi-Turn Evidence Accumulation
2026
Cited
0
Credit Assignment with Resets in Language Model Reasoning
2026
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0
Hack-Verifiable Environments: Towards Evaluating Reward Hacking at Scale
2026
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0
Gaze patterns predict preference and confidence in pairwise AI image evaluation
2026
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0
Structure Enables Effective Self-Localization of Errors in LLMs
2026
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0
Imbalanced Gradients in RL Post-Training of Multi-Task LLMs
2025
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0
Internalizing Self-Consistency in Language Models: Multi-Agent Consensus Alignment
2025
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0
FragmentNet: Adaptive Graph Fragmentation for Graph-to-Sequence Molecular Representation Learning
2025
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0
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