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cs.CL2025
Can LLMs Math? -- Exploring the Pitfalls in Mathematical Reasoning
Tiasa Singha Roy, Aditeya Baral, Ayush Rajesh Jhaveri +1
Large language models (LLMs) demonstrate considerable potential in various natural language tasks but face significant challenges in mathematical reasoning, particularly in executi…
cs.CL2025
CMLFormer: A Dual Decoder Transformer with Switching Point Learning for Code-Mixed Language Modeling
Aditeya Baral, Allen George Ajith, Roshan Nayak +1
Code-mixed languages, characterized by frequent within-sentence language transitions, present structural challenges that standard language models fail to address. In this work, we…