3 citations · 3 across the 7 of their papers we have counts for
Showing cs.CLShow all
2 papers · 1 filter
cs.CL2025
Rethinking Reasoning in LLMs: Neuro-Symbolic Local RetoMaton Beyond ICL and CoT
Rushitha Santhoshi Mamidala, Anshuman Chhabra, Ankur Mali
Prompt-based reasoning strategies such as Chain-of-Thought (CoT) and In-Context Learning (ICL) have become widely used for eliciting reasoning capabilities in large language models…
cs.CL2024
Exploring Learnability in Memory-Augmented Recurrent Neural Networks: Precision, Stability, and Empirical Insights
Shrabon Das, Ankur Mali
This study explores the learnability of memory-less and memory-augmented RNNs, which are theoretically equivalent to Pushdown Automata. Empirical results show that these models oft…