Beliz Gunel

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Natural Language Understanding

Multidocument Summarization

Structured Representations

Information Extraction

Top Venues

Proc. VLDB Endow.

IEEE Trans. Biomed. Circuits Syst.

Publications

Eunjeong Hwang, Yichao Zhou, Beliz Gunel, James Bradley Wendt, Sandeep Tata
SUMIE: A Synthetic Benchmark for Incremental Entity Summarization. CoRR (2024)
Nirupan Ananthamurugan, Dat Duong, Philip George, Ankita Gupta, Sandeep Tata, Beliz Gunel
CASPR: Automated Evaluation Metric for Contrastive Summarization. CoRR (2024)
Eunjeong Hwang, Yichao Zhou, James Bradley Wendt, Beliz Gunel, Nguyen Vo, Jing Xie, Sandeep Tata
Enhancing Incremental Summarization with Structured Representations. CoRR (2024)
Beliz Gunel, James B. Wendt, Jing Xie, Yichao Zhou, Nguyen Vo, Zachary Fisher, Sandeep Tata
STRUM-LLM: Attributed and Structured Contrastive Summarization. CoRR (2024)
Beliz Gunel, Sandeep Tata, Marc Najork
STRUM: Extractive Aspect-Based Contrastive Summarization. WWW (Companion Volume) (2023)
Beliz Gunel, Arda Sahiner, Arjun D. Desai, Akshay S. Chaudhari, Shreyas Vasanawala, Mert Pilanci, John M. Pauly
Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction. CoRR (2022)
Jeffrey Dominic, Nandita Bhaskhar, Arjun D. Desai, Andrew M. Schmidt, Elka B. Rubin, Beliz Gunel, Garry E. Gold, Brian A. Hargreaves, Leon Lenchik, Robert Boutin, Akshay S. Chaudhari
Data-Limited Tissue Segmentation using Inpainting-Based Self-Supervised Learning. CoRR (2022)
Arjun D. Desai, Beliz Gunel, Batu M. Ozturkler, Harris Beg, Shreyas Vasanawala, Brian A. Hargreaves, Christopher Ré, John M. Pauly, Akshay S. Chaudhari
VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction. MIDL (2022)
Beliz Gunel, Arda Sahiner, Arjun D. Desai, Akshay S. Chaudhari, Shreyas Vasanawala, Mert Pilanci, John M. Pauly
Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction. MICCAI (6) (2022)
Beliz Gunel, Navneet Potti, Sandeep Tata, James B. Wendt, Marc Najork, Jing Xie
Data-Efficient Information Extraction from Form-Like Documents. CoRR (2022)
Sandeep Tata, Navneet Potti, James B. Wendt, Lauro Beltrão Costa, Marc Najork, Beliz Gunel
Glean: Structured Extractions from Templatic Documents. Proc. VLDB Endow. 14 (6) (2021)
Beliz Gunel, Jingfei Du, Alexis Conneau, Veselin Stoyanov
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning. ICLR (2021)
Jingfei Du, Edouard Grave, Beliz Gunel, Vishrav Chaudhary, Onur Celebi, Michael Auli, Veselin Stoyanov, Alexis Conneau
Self-training Improves Pre-training for Natural Language Understanding. NAACL-HLT (2021)
Beliz Gunel, Jingfei Du, Alexis Conneau, Ves Stoyanov
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning. CoRR (2020)
Jingfei Du, Edouard Grave, Beliz Gunel, Vishrav Chaudhary, Onur Celebi, Michael Auli, Ves Stoyanov, Alexis Conneau
Self-training Improves Pre-training for Natural Language Understanding. CoRR (2020)
Beliz Gunel, Chenguang Zhu, Michael Zeng, Xuedong Huang
Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization. CoRR (2020)
Albert Gu, Frederic Sala, Beliz Gunel, Christopher Ré
Learning Mixed-Curvature Representations in Product Spaces. ICLR (Poster) (2019)
Bo Zheng, Patrick W. Goodwill, Neerav Dixit, Di Xiao, Wencong Zhang, Beliz Gunel, Kuan Lu, Greig C. Scott, Steven M. Conolly
Optimal Broadband Noise Matching to Inductive Sensors: Application to Magnetic Particle Imaging. IEEE Trans. Biomed. Circuits Syst. 11 (5) (2017)