Research

Peer Reviewed Research

Towards Comprehensive Language Analysis for Clinically Enriched Spontaneous Dialogue

Baris Karacan, Ankit Aich, Avery Quynh, Amy Pinkham, Philip Harvey, Colin Depp, and Natalie Parde. In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Turin, Italy, May 20-25, 2024.

Towards Intelligent Clinically-Informed Language Analyses of People with Bipolar Disorder and Schizo

Ankit Aich, Avery Qunyh, Varsha Badal, Amy Pinkham, Philip Harvey, Colin Depp, Natalie Parde. Findings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) in Abu Dhabi, UAE. December 7-11 2022.

Demystifying Neural Fake News via Linguistic Feature-Based Interpretation

Ankit Aich, Souvik Bhattacharya, and Natalie Parde. In Proceedings of the 29th International Conference on Computational Linguistics (COLING 2022). Gyeongju, Republic of Korea, October 12-17, 2022.

Are You Really Okay? A Transfer Learning-based Approach for Identification of Mental Illnesses

Ankit Aich and Natalie Parde. In the Proceedings of the 2022 Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2022) in conjunction with the North American Chapter of the Association for Computational Linguistics (NAACL). Seattle, Washington, July 15, 2022.

Telling A Lie: Analyzing the Language of Information and Misinformation during Global Health Events

Ankit Aich and Natalie Parde. In the Proceedings of the 2022 Language Resources and Evaluation Conference (LREC 2022). Marseille, France, June 20-25, 2022.

TweetTaglish: A Dataset for Investigating Tagalog-English Code-Switching

Megan Herrera, Ankit Aich, and Natalie Parde. In the Proceedings of the 2022 Language Resources and Evaluation Conference (LREC 2022). Marseille, France, June 20-25, 2022.

A Scaled Conjugate Gradient Back-propagation Algorithm for Keyword Extraction

Ankit Aich, Amit Dutta, and Aruna Chakraborty. A Scaled Conjugate Gradient Backpropagation Algorithm for Keyword Extraction. In: Bhateja, V., Nguyen, B., Nguyen, N., Satapathy, S., Le, DN. (eds) Information Systems Design and Intelligent Applications. Advances in Intelligent Systems and Computing, vol 672. Springer, Singapore. https://doi.org/10.1007/978-981-10-7512-4_67

A Crawler-Parser based Approach to Newspaper Scraping and Reverse Searching of Articles

Ankit Aich, Amit Dutta, and Aruna Chakraborty. A Crawler–Parser-Based Approach to Newspaper Scraping and Reverse Searching of Desired Articles. In: Satapathy, S., Tavares, J., Bhateja, V., Mohanty, J. (eds) Information and Decision Sciences. Advances in Intelligent Systems and Computing, vol 701. Springer, Singapore. https://doi.org/10.1007/978-981-10-7563-6_15

Preprints / Under Review / non-peer reviewed publications

Pre-prints - under review

Applying LLMs for Clinical Data Collection of People with Bipolar Disorder and Schizophrenia -- Ankit Aich, Avery Quynh, Pamela Osseyi, Amy Pinkham, Philip D Harvey, Brenda Curtis, Colin Depp, Natalie Parde.
Vernacular? I Barely Know Her: Challenges with Style Control and Stereotyping -- Ankit Aich, Tingting Liu, Sal Giorgi, Kelsey Isman, Lyle Ungar, Brenda Curtis
Explicit and Implicit Large Language Model Personas Generate Opinions but Fail to Replicate Deeper Perceptions and Biases -- Sal Giorgi, Tingting Liu, Ankit Aich, Kelsey Isman, Garrick Sherman, Zachary Fried, Joao Sedoc, Lyle Ungar, Brenda Curtis

Other Peer-Reviewed Stuff

The State of Modern LLMs for Substance Use Help - Extended Abstract - Ankit Aich, Salvatore Giorgi, Kelsey Jane Isman, Tingting Liu, Zachary Fried, João Sedoc, Brenda Curtis. The International Conference on Computational Social Science, Philadelphia, PA 2024