Research

Latest updates on research:

Best Paper Award at Scholarly Document Processing (SDPROC) @ ACL 2025.
"Literature-Grounded Novelty Assessment of Scientific Ideas" got accepted in Scholarly Document Processing (SDPROC) @ ACL 2025.
SCIDEATOR got accepted in AI & Scientific Discovery Workshop @ NAACL 2025.
I recently wrote a blog titled "How to Take Back Control of Your Data." You can read it here: [link]. This work got accepted in NAACL 2025 [Paper].

Human-Centric Evaluation

Moving beyond thumbs up/down to assessments designed around what users actually need

Helping People Discover What They'd Miss

Systems that push past attention biases to surface ideas, papers, and collaborators you may not find on your own.

Responsible AI

AI that doesn't just execute commands but helps people refine their intent and expand their thinking.

Others

This section includes earlier work that were my first research experiences or pulled me into new domains.

Issued Determining user affinities for content generation applications. US Patent App 17/447,908 (granted in 2021-09-16).
Issued Semantics-aware hybrid encoder for improved related conversations. US Patent App 17/454,445 (granted in 2021-11-10).

Issued System and methods for neural topic modeling using topic attention networks. US Patent App 17/644,856 (granted in 2021-12-17).

Filed Hyperbolic and Interpretable Hierarchical Topic Models.
Filed Enable marketers increase visitor engagement on B2B websites via GenAI powered conversational systems.
Filed A Novel Perspective on Content Personalisation: Tailoring Examples within Content to Resonate.
Filed A Novel method and apparatus for text-guided style transfer.

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