Efficient Classification of Clinical Reports Utilizing Natural Language Processing. - Efsun Sarioglu; Kabir Yadav; Hyeong-Ah Choi (AAAI Fall Symposium: Information Retrieval and Knowledge Discovery in Biomedical Text, 2012)

Clinical Report Classification Using Natural Language Processing and Topic Modeling. - Efsun Sarioglu; Hyeong-Ah Choi; Kabir Yadav (ICMLA (2), 2012)

Topic Modeling Based Classification of Clinical Reports. - Efsun Sarioglu; Kabir Yadav; Hyeong-Ah Choi (ACL (Student Research Workshop), 2013)

Predictive Linguistic Features of Schizophrenia. - Efsun Sarioglu Kayi; Mona T. Diab; Luca Pauselli; Michael Compton; Glen Coppersmith (*SEM, 2017)

Topic Modeling for Classification of Clinical Reports. - Efsun Sarioglu Kayi; Kabir Yadav; James M. Chamberlain; Hyeong-Ah Choi (CoRR, 2017)

Understanding Cohesion in Writings and Speech of Schizophrenia Patients. - Amal AlQahtani; Efsun Sarioglu Kayi; Mona T. Diab (ICMLA, 2019)

The ARIEL-CMU Systems for LoReHLT18. - Aditi Chaudhary; Siddharth Dalmia; Junjie Hu 001; Xinjian Li; Austin Matthews; Aldrian Obaja Muis; Naoki Otani; Shruti Rijhwani; Zaid Sheikh; Nidhi Vyas; Xinyi Wang 001; Jiateng Xie; et al. (CoRR, 2019)

Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers. - Yousef El-Kurdi; Hiroshi Kanayama; Efsun Sarioglu Kayi; Vittorio Castelli; Todd Ward; Radu Florian (COLING (Industry), 2020)

Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages. - Efsun Sarioglu Kayi; Linyong Nan; Bohan Qu; Mona T. Diab; Kathleen R. McKeown (COLING, 2020)

Answer Span Correction in Machine Reading Comprehension. - Revanth Gangi Reddy; Md. Arafat Sultan; Efsun Sarioglu Kayi; Rong Zhang 010; Vittorio Castelli; Avirup Sil (EMNLP (Findings), 2020)

Multi-Stage Pre-training for Low-Resource Domain Adaptation. - Rong Zhang 010; Revanth Gangi Reddy; Md. Arafat Sultan; Vittorio Castelli; Anthony Ferritto; Radu Florian; Efsun Sarioglu Kayi; Salim Roukos; Avirup Sil; Todd Ward (EMNLP (1), 2020)

MultiSeg: Parallel Data and Subword Information for Learning Bilingual Embeddings in Low Resource Scenarios. - Efsun Sarioglu Kayi; Vishal Anand 002; Smaranda Muresan (SLTU-CCURL@LREC, 2020)

A Quantitative and Qualitative Analysis of Schizophrenia Language. - Amal AlQahtani; Efsun Sarioglu Kayi; Sardar Hamidian; Michael Compton; Mona T. Diab (LOUHI@EMNLP, 2022)

To Burst or Not to Burst: Generating and Quantifying Improbable Text. - Kuleen Sasse; Samuel Barham; Efsun Sarioglu Kayi; Edward W. Staley (CoRR, 2024)

Controllable Hybrid Captioner for Improved Long-form Video Understanding. - Kuleen Sasse; Efsun Sarioglu Kayi; Arun Reddy (CoRR, 2025)