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Siva Reddy

Natural Language Processing (NLP) Representation Learning For Language Intelligent Language Agents Safety And Alignment In AI Multimodal Language Understanding
McGill University School of Computer Science

About

I am an Assistant Professor in the School of Computer Science and Linguistics at McGill University, a Canada CIFAR AI Chair, a core faculty member of Mila Quebec AI Institute, and a research scientist at ServiceNow Research. I co-lead the McGill NLP Group. Previously, I was a postdoctoral researcher at Stanford University and a Google PhD fellow at the University of Edinburgh. I am a recipient of the CS-Can Outstanding Early Career Computer Science Researcher Award. Broadly, my research spans representation learning for language, building intelligent language agents for complex tasks, safety and alignment, and multimodal language understanding. For more details, see research topics.

Research Performance Summary

120
Total Papers
15854
Total Citations
48
H-Index
2009-2026
Active Research Span

First Recorded Paper

All words unsupervised semantic category labeling for hindi

Year: 2009

Citations: 5

Venue: Proceedings of the International Conference RANLP-2009

Latest Recorded Paper

LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs

Year: 2026

Citations: 0

Venue: arXiv preprint arXiv:2602.00462

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2026
6
2025
24
2024
13
2023
12
2022
15
2021
10
2020
5
2019
2
2018
2
2017
8
2016
6

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 29
Journal 8
Book 4

Top Coauthors

Reddy Meade

Research Impact by Period

2025-2026

Period Stats
Papers 30
Citations 580
Avg. Citations / Paper 19.3
H-Index 10

2020-2024

Period Stats
Papers 55
Citations 10296
Avg. Citations / Paper 187.2
H-Index 32

2015-2019

Period Stats
Papers 19
Citations 4032
Avg. Citations / Paper 212.2
H-Index 15

2010-2014

Period Stats
Papers 15
Citations 941
Avg. Citations / Paper 62.7
H-Index 8

2005-2009

Period Stats
Papers 1
Citations 5
Avg. Citations / Paper 5
H-Index 1

Contact and Professional Links

Contact Information

siva@cs.mcgill.ca

Detected Research Keywords

Conversational Question Answering Grounding Visual Referring Visual Referring Expressions Neural Semantic Parser Word Sense Disambiguation Evaluating Context Learning Semantic Category Labeling