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Manan Roy Choudhury

ACL 2026×2推理效率与系统对齐与偏好检索与知识代码
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0 一作 · 2 篇 · ACL 2026

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2026 顶会论文

2
作者位次 #4/6ACL 2026Poster· Natural Language Processing

RE a R : Retrieve, Expand and Refine for Effective Multitable Retrieval

Rishita Agarwal · Himanshu Singhal · Peter Baile Chen · Manan Roy Choudhury · Dan Roth · Vivek Gupta

摘要

Answering natural language queries over relational data often requires retrieving and reasoning over multiple tables, yet most retrievers optimize only for query–table relevance and ignore table–table compatibility. We introduce REaR (Retrieve, Expand and Refine), a three-stage, LLM-free framewor...

效率与系统推理对齐与偏好OpenReview 项目页
作者位次 #3/8ACL 2026Workshop· ACL System Demonstrations

FD - NL 2 SQL : Feedback-Driven Clinical NL 2 SQL that Improves with Use

Suparno Roy Chowdhury · Tejas Anvekar · Manan Roy Choudhury · Muhammad Ali Khan · Kaneez Zahra Rubab Khakwani · M Bassam Sonbol · Irbaz Bin Riaz · Vivek Gupta

摘要

Clinicians exploring oncology trial repositories often need ad-hoc, multi-constraint queries over biomarkers, endpoints, interventions, and time, yet writing SQL requires schema expertise. We demo FD-NL2SQL, a feedback-driven clinical NL2SQL assistant for SQLite-based oncology databases. Given a...

推理检索与知识代码OpenReview 项目页

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