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On the Query Complexity of Verifier-Assisted Language Generation
Edoardo Botta, Yuchen Li, Aashay Mehta, Jordan T. Ash, Cyril Zhang, Andrej Risteski
Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines
Yuchen Li, Alexander Kirchmeyer, Aashay Mehta, Yilong Qin, Boris Dadachev, Kishore Papineni, Sanjiv Kumar, Andrej Risteski
Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment
Anirudha Kemtur, Yash Raj Jain, Aashay Mehta, Frederick Callaway, Saksham Consul, Jugoslav Stojcheski, Falk Lieder