Muhammad Khalifa

Computer Science · University of Michigan

Early career · publishing since 2019

Topic Modeling Natural Language Processing Techniques Text Readability and Simplification Multimodal Machine Learning Applications Speech Recognition and Synthesis

Publications

Citations

130

Est. group size

—

Recurring co-author estimate

Active years

Publishing since 2019

In context

Among 318 early career Computer Science PIs within our index

Citations: 130cohort median 121

Publications / year (recent): 1.0cohort median 2.8

Typically publishes in teams of ~3 · 73% small-team papers (≤3 authors) · across 7 venues

Publication cadence

Publications per year over the last 10 years — averaging 1.0/year recently

Collaborators per year

Distinct co-authors at University of Michigan each year — a rough indication of whether the group around this researcher has been growing or contracting. An estimate from co-authorship, not a roster: collaborators are not necessarily lab members, and recent years can be under-counted while indexing catches up.

Recent publications

Logit Arithmetic Elicits Long Reasoning Capabilities Without Training
2026
On Many-Shot In-Context Learning for Long-Context Evaluation
2025
Logit Arithmetic Elicits Long Reasoning Capabilities Without Training
arXiv (Cornell University) · 2025
Source-Aware Training Enables Knowledge Attribution in Language Models
arXiv (Cornell University) · 2024
Book Success Prediction with Pretrained Sentence Embeddings and Readability Scores
Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 2022
Zero-resource Multi-dialectal Arabic Natural Language Understanding
International Journal of Advanced Computer Science and Applications · 2021
A Distributional Approach to Controlled Text Generation
International Conference on Learning Representations · 2021
Extracting Synonyms from Bilingual Dictionaries
2021
Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling
2021
A Bag of Tricks for Dialogue Summarization
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021
A Distributional Approach to Controlled Text Generation
arXiv (Cornell University) · 2020
Will Your Forthcoming Book be Successful? Predicting Book Success with CNN and Readability Scores.
arXiv (Cornell University) · 2020
Character convolutions for Arabic Named Entity Recognition with Long Short-Term Memory Networks
Computer Speech & Language · 2019
Ensemble Learning for Irony Detection in Arabic Tweets.
FIRE (Working Notes) · 2019
Semantic Source Code Search: A Study of the Past and a Glimpse at the Future
arXiv (Cornell University) · 2019

Publishes in

arXiv (Cornell University)×5
Computer Speech & Language×1
FIRE (Working Notes)×1
International Journal of Advanced Computer Science and Applications×1
International Conference on Learning Representations×1

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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 25, 2026.

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