Papers by Dishank Aggarwal
COMPACT: Building Compliance Paralegals via Clause Graph Reasoning over Contracts (2026.eacl-long)
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| Challenge: | Existing legal NLP benchmarks focus on single-clause tasks, such as ContractNLI and CUAD. |
| Approach: | They propose a framework that models cross-clause dependencies through structured clause graphs by extracting deontic-temporal entities from clauses and constructs typed relationship graphs capturing definitional dependencies, exception hierarchies, and temporal sequences. |
| Outcome: | The proposed framework extracts deontic-temporal entities from clauses and constructs typed relationship graphs capturing definitional dependencies, exception hierarchies, and temporal sequences. |