Aaditya K. Singh
Publications by Year
Research Areas
Topic Modeling, Multimodal Machine Learning Applications, Neural Networks and Applications, Speech and dialogue systems, Natural Language Processing Techniques
Most-Cited Works
- → Tokenization counts: the impact of tokenization on arithmetic in frontier LLMs(2024)8 cited
- → The Transient Nature of Emergent In-Context Learning in Transformers(2023)4 cited
- → What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation(2024)2 cited
- → Know your audience: specializing grounded language models with listener subtraction(2022)1 cited
- → Confronting Reward Model Overoptimization with Constrained RLHF(2023)1 cited
- → The broader spectrum of in-context learning(2024)1 cited
- → HARP: A challenging human-annotated math reasoning benchmark(2024)
- → Training Dynamics of In-Context Learning in Linear Attention(2025)
- → Distinct Computations Emerge From Compositional Curricula in In-Context Learning(2025)