Varun Manjunatha
Varun Manjunatha has 2 papers in our library, in 2015–2021; often with Mohit Iyyer, Hal Daumé III, Jordan Boyd-Graber.
OpenAlex · ORCID · h-index 12 · 57 works · 1,807 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 269 citations in our library · 1 more in our library without a page yet · ⭐ Paper Star rank #2058
Affiliations
🏢Adobe SystemsSan Jose ·
United States2020–2026 · 31 papers🎓University of Maryland, College ParkCollege Park ·
United States2015–2025 · 9 papers🎓University of Massachusetts AmherstAmherst Center ·
United States2018–2024 · 4 papers🎓Texas A&M UniversityCollege Station ·
United States2021 · 2 papers
Concepts, shelves and topics
📚 Shelves 5 Arts and Humanities · 2 works Computer Science · 2 works Artificial Intelligence · 2 works Language and Linguistics · 2 works Computer Vision and Pattern Recognition · 1 work
Works by year
2020s
2010s
Papers
- Deep Unordered Composition Rivals Syntactic Methods for Text Classification (2015 · 920 citations)
The paper asks whether text classification really needs costly syntax-aware composition, such as recursive or convolutional networks over parse trees and word order, or whether nonlinear depth matters more. - TABBIE: Pretrained Representations of Tabular Data (2021 · 186 citations)
Earlier pretrained table encoders such as TaBERT and TaPas learn from tables paired with text. This helps with tasks like table question answering, but it is expensive because long linearized inputs force truncation. The authors also show it is weaker on tasks that involve only tables, such as filling in missing cells.
All works
- Deep Unordered Composition Rivals Syntactic Methods for Text ClassificationMohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, et al.Annual Meeting of the Association for… · 920 citations
- TABBIE: Pretrained Representations of Tabular DataHiroshi Iida, Dung Thai, Varun Manjunatha, et al.Conference of the North American Chapter of the… · 186 citations
- AnalystBench: Benchmarking professional long-form report generation with web-mined multimodal tasks (original ↗)Chau Minh Pham et al.2026 · Findings of the Association for Computational… · no summary yet
Co-authors here
Venues
- Annual Meeting of the Association for Computational…: 2015
- Conference of the North American Chapter of the Association…: 2021
- Findings of the Association for Computational Linguistics…
Cited by
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