Siddharth Patwardhan

Topic Modeling Natural Language Processing Techniques Complex Network Analysis Techniques Advanced Text Analysis Techniques Speech and dialogue systems

Publications

Citations

5,483

Est. group size

—

Recurring co-author estimate

Active years

Publishing since 2003

Research summary

AI-generated

Siddharth Patwardhan works in natural language processing, the branch of computer science focused on helping computers understand and generate human language. Recent projects include building smaller, more efficient language models, question answering systems (including over medical records), multilingual text processing, and word embeddings (numerical representations of word meaning). Some work also touches on analyzing complex networks and applying machine learning to network problems.

Natural language processingQuestion answering systemsEfficient/compact language modelsMultilingual text processingComplex network analysis

After roughly one publication per year from 2017 to 2020, output grew notably in 2022-2023 before tapering, averaging about 3.4 publications per year over the last five years.

Generated by claude-opus-4-8 from public bibliographic data · Jul 11, 2026

Publication cadence

Publications per year over the last 10 years — averaging 3.4/year recently

Recent publications

EELBERT: Tiny Models through Dynamic Embeddings
2023
EELBERT: Tiny Models through Dynamic Embeddings
arXiv (Cornell University) · 2023
Can Open Domain Question Answering Systems Answer Visual Knowledge Questions?
arXiv (Cornell University) · 2022
Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer
arXiv (Cornell University) · 2022
Machine Learning as an Accurate Predictor for Percolation Threshold of Diverse Networks
ArXiv.org · 2022
Model Stability with Continuous Data Updates
arXiv (Cornell University) · 2022
Survival probability of a lazy prey on lattices and complex networks
The European Physical Journal E · 2020
Quantifying Dismantlement in Disconnected Networks
arXiv (Cornell University) · 2019
Annotating Electronic Medical Records for Question Answering
arXiv (Cornell University) · 2018
WatsonPaths: Scenario‐Based Question Answering and Inference over Unstructured Information
AI Magazine · 2017
Addressing Limited Data for Textual Entailment Across Domains
2016
The Role of Context Types and Dimensionality in Learning Word Embeddings
2016
Question Answering on Electronic Medical Records.
CRI eBooks · 2016

Publishes in

arXiv (Cornell University)×11
Physical review. E×3
AI Magazine×1
Nature Communications×1
The European Physical Journal E×1

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 11, 2026.

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