Papers by Sat Chidananda
Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning (2025.findings-naacl)
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Venkatesh Mishra, Bimsara Pathiraja, Mihir Parmar, Sat Chidananda, Jayanth Srinivasa, Gaowen Liu, Ali Payani, Chitta Baral
| Challenge: | Reasoning abilities of LLMs have been a key focus in recent years. |
| Approach: | They propose to use a college-level Multiple Choice Question-Answering task to identify LLM errors and evaluate their performance. |
| Outcome: | The proposed framework can be used in detailed error analysis of reasoning chains for logic-intensive complex tasks. |