Papers by Soumadeep Saha
Language Models are Crossword Solvers (2025.naacl-long)
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| Challenge: | Modern crossword models demonstrate astounding skills in reasoning, coding, wordplay, question answering, and a multitude of other tasks. |
| Approach: | They propose a search algorithm that generalizes well and can support answers with sound rationale by solving full crossword grids with out-of-the-box LLMs. |
| Outcome: | The proposed model outperforms state-of-the-art models in solving crossword grids for the first time and generalizes well. |
sudoLLM: On Multi-role Alignment of Language Models (2025.findings-emnlp)
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| Challenge: | a framework that allows users to control access rights has not been extensively studied in the large language model realm. |
| Approach: | They propose a framework that allows users to control access rights in a multi-role manner. |
| Outcome: | The proposed framework improves alignment, generalization and resistance to prefix-based jailbreaking attacks. |