Natural Language Processing

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  @nlprit

Natural language processing (NLP) and speech processing at RIT is a research-active area led by Dr. Cecilia Alm’s and Dr. Marcos Zampieri’s laboratories. The groups’ research projects, supported by external or internal awards, provide graduate and undergraduate students with mentored experiential learning opportunities. 

NLP at RIT's curricular offerings include natural language processing and speech processing coursework for graduate and advanced undergraduate students. We welcome students and collaborators who are curious about natural language, artificial intelligence, and human cognition and who bring a passion for advancing science and technology.

Faculty Researchers

Dr. Alm works with students in lab

Dr. Alm is PI for the NSF-funded REU Site Computational Sensing for Human-centered AI.

Research Labs and Facilities

The Computational Linguistics and Speech Processing (CLaSP) lab at RIT is dedicated to advancing applied and theoretical research involving text, speech, dialogue, and multimodal data. Research in Alm’s lab includes projects focused on intelligent affective computing, humans’ roles in AI such as in interactive machine learning, language/multimodal sensing and systems that make inference from and support multimodal dialogue interactions.

Visit CLaSP Lab   

Members of the Language Technology Group work on various topics in computational linguistics and natural language processing. We are interested in collecting, processing, and analyzing large collections of texts from different domains (e.g. news, social media) written in various languages and dialects.

Current foci and recent projects in the group include language acquisition, readability, and educational applications; language variation and automatic language identification; user interaction in social media; and machine translation.

 

Research

Published Conference Proceedings
Alm, Ali Baheri and Cecilia. "Hierarchical Neuro-Symbolic Decision Transformer." Proceedings of the Proceedings of the 19th International Conference on Neurosymbolic Learning and Reasoning, PMLR 284. Ed. Leilani H. Gilpin, Eleonora Giunchiglia, Pascal Hitzler, and Emile van Krieken. Santa Cruz, CA: n.p., Web.
Alm, Cecilia O., Reynold Bailey, Sarah Jane Delany, Georgiana Ifrim, Brian Mac Namee, Esa Rantanen, and Ferat Sahin. "International mobility for PhD students: Key learnings." Proceedings of the Proceedings of the 56th ACM Technical Symposium on Computer Science Education V2. Ed. Jeffrey A. Stone, Timothy Yuen, Libby Shoop, Samuel A. Rebelsky, and James Prather. Pittsburgh, PA: ACM, Web.
Alm, Cecilia O., et al. "Achieving diversity in AI-focused graduate research traineeships." Proceedings of the 55th ACM Technical Symposium on Computer Science Education, V2. Ed. Bell Stephenson, et al. Portland, OR: ACM, 2024. Web.
Alm, Cecilia O. "Centering humans in artificial intelligence." Proceedings of the AAAI 2024 Spring Symposium Series, Vol. 3, No. 1. Ed. Ron Petrick and Christopher Geib. Stanford, California: AAAI, 2024. Web.
Orr, Hayden, Michael Peechatt, and Cecilia O. Alm. "MULTICOLLAB-ASL: Towards affective computing for the Deaf community." Proceedings of the 26th International ACM SIGACCESS Conference on Computers and Accessibility (Poster/Demo Track). Ed. David Flatla, et al. St. John's, NL, Canada: ACM, 2024. Web.
Tigung, Rajesh and Cecilia O. Alm. "FUSE - FrUstration and Surprise Expressions: A subtle emotional multimodal language corpus." Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation. Ed. Nicoletta Calzolari, et al. Torino, Italia: ACL, 2024. Web.
Peechatt, Michael, Cecilia O. Alm, and Reynold Bailey. "MULTICOLLAB: A multimodal corpus of dialogues for analyzing collaboration and frustration in language." Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation. Ed. Nicoletta Calzolari, et al. Torino, Italy: ACL, 2024. Web.
Kothari, Ammina, et al. "News consumption helps readers identify model-generated news." Proceedings of the Proceedings of the 2023 IEEE Western New York Image and Signal Processing Workshop. Ed. N.A. Rochester, NY, USA: IEEE, 2023. Print.
Amin, Akhter Al, et al. "Modeling word importance in conversational transcripts: Toward improved live captioning for deaf and hard of hearing viewers." Proceedings of the Proceedings of the 20th International Web for All Conference. Ed. N. A. Austin, Texas: ACM, 2023. Web.
Dust, A'di, et al. "Understanding differences in human-robot teaming dynamics between deaf/hard of hearing and hearing individuals." Proceedings of the Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction. Ed. Ginevra Castellano, et al. Stockholm, Sweden: ACM, 2023. Web.
Arthur, Isabelle, et al. "MDE – Multimodal data explorer for flexible visualization of multiple data streams." Proceedings of the Proceedings of the Affective Computing and Intelligent Interaction Conference: Late Breaking Results. Ed. N. A. Cambridge, MA, USA: IEEE, 2023. Web.
Baheri, Ali and Cecilia O. Alm. "LLMs-augmented contextual bandit." Proceedings of the FMDM Workshop (at NeurIPS 2023). Ed. Sherry Yang et al. N. p., USA: NeurIPS, 2023. Web.
Ashwath, Anisha, et al. "Early vs. late multimodal fusion for recognizing confusion in collaborative tasks." Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW). Ed. N. A. Cambridge, MA, USA: IEEE, 2023. Web.
Alm, Cecilia O. and Alex Hedges. "Visualizing NLP in Undergraduate Students’ Learning about Natural Language." Proceedings of the Proceedings of the AAAI Conference on Artificial Intelligence (EAAI). Ed. Association for the Advancement of Artificial Intelligence. Virtual, Virtual: AAAI Press, 2021. Web.
Hassan, Saad, Matt Huenerfauth, and Cecilia O. Alm. "Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens." Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021. Ed. Xuanjing Huang, Lucia Specia, and Scott Wen-tau Yih. Punta Cana, Dominican Republic: Association for Computational Linguistics, 2021. Web.
Kaushik, Nikhil, et al. "Eliciting Confusion in Online Conversational Tasks." Proceedings of the Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (at ACII 2021). Ed. NA. Nara, Japan (Online): IEEE, 2021. Web.
Akhbardeh, Farhad, et al. "Handling Extreme Class Imbalance in Technical Logbook Datasets." Proceedings of the Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Long Papers). Ed. Chengqing Zong, et al. Online, Online: Association for Computational Linguistics, 2021. Web.
Maus, Natalie, et al. "Gaze-guided magnification for individuals with vision impairments." Proceedings of the Proceedings of Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. Ed. CHI (Late Breaking Works). Honolulu, HI, USA: ACM, 2020. Web.
Forman, Cleo, et al. "Capturing laughter and smiles under genuine amusement vs. negative emotion." Proceedings of the Proceedings of the Second Workshop on Human-Centered Computational Sensing (at PerCom 2020). Ed. Amy L. Murphy and Edison Thomaz. Austin, TX, USA [Virtual]: IEEE, 2020. Web.
Kvist, Jonathan, et al. "Dynamic visualization system for gaze and dialogue data." Proceedings of the Proceedings of the Fourth International Conference on Human Computer Interaction Theory and Applications HUCAPP 2020. Ed. Manuela Chessa, Alexis Paljic, Jose Braz. Valetta, Malta: SciTePress, 2020. Web.
Bohlin, Gustaf, et al. "Considerations for Face-based Data Estimates: Affect Reactions to Videos." Proceedings of the Third International Conference on Human Computer Interaction Theory and Applications. Ed. Manuela Chessa, Alexis Paljic, and Jose Braz. Prague, Czech Republic: SCITEPRESS, 2019. Web.
Kafle, Sushant, Cecilia O. Alm, and Matt Huenerfauth. "Modeling Acoustic-prosodic Cues for Word Importance Prediction in Spoken Dialogues." Proceedings of the 8th Workshop on Speech and Language Processing for Assistive Technologies, SLPAT 2019 (at NAACL 2019). Ed. Manuela Chessa, Alexis Paljic, and Jose Braz. Minnesota, MS: ACL, 2019. Web.
Kessler, Lucas, Cecilia O. Alm, and Reynold Bailey. "Synthesized Spoken Names: Biases Impacting Perception." Proceedings of the Interspeech (Show and Tell). Ed. Pejman Mowlaee, Mario Huemer, and Philipp Salletmayr. Graz, Austria: n.p., 2019. Web.
Kafle, Sushant, Cecilia O. Alm, and Matt Huenerfauth. "Fusion Strategy for Prosodic and Lexical Representations of Word Importance." Proceedings of the Interspeech. Ed. Thomas Hain and Björn Schuller. Graz, Austria: ISCA, 2019. Web.
Saraf, Monali, et al. "Multimodal Anticipated Versus Actual Perceptual Reactions." Proceedings of the ICMI19: Adjunct of the 21st ACM International Conference on Multimodal Interaction, Suzhou, China). Ed. Wen Gao, et al. Suzhou, China: ACM, 2019. Web.
Wang, Regina, et al. "Fusing Dialogue and Gaze from Discussions of 2D and 3D Scenes." Proceedings of the ICM19: Adjunct of the 21st ACM International Conference on Multimodal Interaction. Ed. Wen Gao, et al. Suzhou, China: ACM, 2019. Web.
Lucas, Elizabeth, Cecilia O. Alm, and Reynold Bailey. "Understanding Human and Predictive Moderation of Online Science Discourse." Proceedings of the 2019 IEEE Western New York Image and Signal Processing Workshop (WNYISPW). Ed. Raymond Ptucha. Rochester, New York: IEEE, 2019. Web.
Haduong, Nikita, et al. "Multimodal Alignment for Affective Content." Proceedings of the Workshop of Affective Content Analysis (at AAAI 2018). Ed. Niyati Chhaya, Kokil Jaidka, and Lyle H. Ungar. New Orleans, North America: Association for the Advancement of Artificial Intelligence, 2018. Web.
Medina, Rebecca, et al. "Sensing Behaviors of Students in Online vs. Face-to-face Lecturing Contexts." Proceedings of the Workshop on Homan-Centered Computational Sensing (at PerCom 2018). Ed. Cecilia O. Alm, Reynold Bailey, and Ehsan Hoque. Athens, Greece: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018. Web.
Diaz, Yancarlos, et al. "Towards an Affective Video Recommendation System." Proceedings of the Workshop on Homan-Centered Computational Sensing (at PerCom 2018). Ed. Cecilia O. Alm, Reynold Bailey, and Ehsan Hoque. Athens, Greece: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018. Web.
Tornblad, McKenna K., et al. "Sensing and Learning Human Annotators Engaged in Narrative Sensemaking." Proceedings of the Student Research Workshop (at NAACL 2018). Ed. Silvio Ricardo Cordeiro, Shereen Oraby, Umashanthi Pavalanathan, and Kyeongmin Rim. New Orleans, Louisiana: Association for Computational Linguistics, 2018. Web.
Meyers, Benjamin S, et al. "A Dataset for Identifying Actionable Feedback in Collaborative Software Development." Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). Ed. Iryna Gurevych and Yusuke Miyao. Melbourne, Australia: Association for Computational Linguistics, 2018. Web.
Vaidyanathan, Preethi, et al. "SNAG: Spoken Narratives and Gaze Dataset." Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). Ed. Iryna Gurevych and Yusuke Miyao. Melbourne, Australia: Association for Computational Linguistics, 2018. Web.
Shea, Jordan E., Cecilia O. Alm, and Reynold Bailey. "Contemporary Multimodal Data Collection Methodology for Reliable Inference of Authentic Surprise." Proceedings of the 2018 IEEE Western New York Image and Signal Processing Workshop (WNYISPW). Ed. Ray Ptucha. Rochester, New York: IEEE, 2018. Web.
Gangji, Aliya, Trevor Walden, Preethi Vaidyanathan, Emily Prud’hommeaux, Reynold Bailey, and Cecilia O. Alm. "Using co-captured face, gaze and verbal reactions to images of varying emotional content for analysis and semantic alignment." Proceedings of the Workshop on Human-Aware Artificial Intelligence (at AAAI 2017). Ed. Kartik Talamadupula, et al. San Francisco, CA: AAAI, 2017. Web.
Edwards, Ashley, Anthony Massicci, Srinivas Sridharan, Joe Geigel, Linwei Wang, Reynold Bailey, and Cecilia O. Alm. "Sensor-based methodological observations for studying online learning." Proceedings of the ACM Workshop on Intelligent Interfaces for Ubiquitous and Smart Learning (at IUI 2017). Ed. Ilknur Celik and Ilaria Torre. Limassol, Cyprus, Cyprus: ACM, 2017. Web.
Calderwood, Alexander, Elizabeth A. Pruett, Raymond Ptucha, Christopher M. Homan, Cecilia O. Alm. "Understanding the semantics of narratives of interpersonal violence through reader annotations and physiological reactions." Proceedings of the Workshop on Computational Semantics beyond Events and Roles (at EACL 2017). Ed. Eduardo Blanco, Roser Morante, and Roser Saurí­. Valencia, Spain: ACL, 2017. Web.
Munaiah, Nuthan, Benjamin S. Meyers, Cecilia O. Alm, Andrew Meneely, Pradeep K. Murukannaiah. Emily Prud'hommeaux, Josephine Wolff, and Yang Yu. "Natural language insights from code reviews that missed a vulnerability: A large scale study of Chromium." Proceedings of the International Symposium on Engineering Secure Software and Systems. Ed. Eric Bodden, Mathias Payer, Elias Athanasopoulos. Bonn, Germany: n.p., 2017. Web.
Alm, Cecilia O., Benjamin S. Meyers, and Emily Prud’hommeaux. "An analysis and visualization tool for case study learning of linguistics concepts." Proceedings of the Conference on Empirical Methods in Natural Language Processing (Demo papers). Ed. Lucia Specia, Matt Post, Michael Paul. Copenhagen, Denmark: ACL, 2017. Web.
Alm, Cecilia O. and Reynold Bailey. "Team-based, transdisciplinary, and inclusive practices for undergraduate research." Proceedings of the IEEE Frontiers in Education Conference. Ed. n.p. Indianapolis, IN: IEEE, 2017. Web.
Terkik, Andamlak, Emily Prud’hommeaux, Cecilia O. Alm, Christopher Homan, Scott Franklin,. "Analyzing Gender Bias in Student Evaluations." Proceedings of the COLING, the 26th International Conference on Computational Linguistics: Technical Papers. Ed. Nicoletta Calzolari et al. Osaka, Japan: n.p., 2016. Web.
Liu, Tong, Christopher Homan, Cecilia O. Alm, Megan Lytle, Ann Marie White, Henry Kautz,. "Understanding Discourse on Work and Job-related Well-being in Public Social Media." Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics. Ed. Antal van den Bosch et al. Berlin, Germany: n.p., 2016. Web.
Bullard, Joseph, Cecilia O. Alm, Xumin Liu, Ruben A. Proano, Qi Yu, . "Towards Early Dementia Detection: Fusing Linguistic and Non-linguistic Clinical Data." Proceedings of the Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality (at NAACL 2016). Ed. Kristy Hollingshead and Lyle Ungar. San Diego, USA: n.p., 2016. Web.
Oak, Mayuresh, Anil K. Behera, Titus Thomas, Cecilia O. Alm, Emily Prud’hommeaux, Christopher M. Homan, Ray Ptucha,. "Generating Clinically Relevant Texts: A Case Study on Life-changing Events." Proceedings of the Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality (at NAACL-HLT 2016). Ed. Kristy Hollingshead and Lyle Ungar. San Diego, California: n.p., 2016. Web.
Vaidyanathan, Preethi, Jeff B. Pelz, Emily Prud’hommeaux, Cecilia O. Alm, Anne R. Haake,. "Fusing Eye Movements and Observer Narratives for Expert-driven Image-region Annotations." Proceedings of the ETRA. Ed. Pernilla Qvarfordt and Dan Witzner Hansen. Charleston, SC: n.p., 2016. Web.
Schrading, Nicholas, et al. "An Analysis of Domestic Abuse Discourse on Reddit." Proceedings of the Conference on Empirical Methods in Natural Language Processing, pages 2577-2583. Ed. Lluís Màrquez, Chris Callison-Burch, Jian Su. Lisbon, Portugal: ACL, 2015. Web.
Vaidyanathan,, Preethi, et al. "Computational Integration of Human Vision and Natural Language Through Bitext Alignment." Proceedings of the Workshop on Vision and Language at the Conference on Empirical Methods in Natural Language Processing, pages 4-5. Ed. --. Lisbon, Portugal: ACL, 2015. Web.
Schrading, Nicholas, et al. "#WhyIStayed, #WhyILeft: Microblogging to Make Sense of Domestic Abuse." Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics-Human Language Technologies, pages 1281-1286. Ed. --. Denver, CO: ACL, 2015. Web.
Bethamcherla, Vasudev, et al. "Face-speech Sensor Fusion for Non-invasive Stress Detection." Proceedings of the 1st Joint Conference on Facial Analysis, Animation, and Auditory-Visual Speech Processing, pages 196-201. Ed. --. Vienna, Austria: ISCA, 2015. Web.
Paul, Will, et al. "Stressed out: What Speech Tells us About Stress." Proceedings of the Interspeech 2015, pages 3710-3714. Ed. --. Dresden, Germany: ISCA, 2015. Web.
Vaidyanathan, Preethi, et al. "Alignment of Eye Movements and Spoken Language for Semantic Image Understanding." Proceedings of the 11th International Conference on Computational Semantics, pages 76-81. Ed. --. London, UK: ACL, 2015. Web.
Bullard, Joseph, et al. "Inference from Structured and Unstructured Electronic Medical Data for Dementia Detection." Proceedings of the Operation Research and Computing: Algorithms and Software for Analytics, 14th INFORMS Computing Society Conference (ICS2015), pages 236—244. Ed. --. Richmond, VA: n.p., 2015. Web.
Guo, Xuan, et al. "Fusing Multimodal Human Expert Data Towards Semantic Image Use." Proceedings of the 7th Workshop on Eye Gaze in Intelligent Human Machine Interaction: Eye-Gaze & Multimodality. Ed. Nb. Istanbul, Turkey: ACM, 2014. Web.
Hochberg, Limor, et al. "Towards Automatic Annotation of Clinical Decision-making Style." Proceedings of the LAW VIII - The 8th Linguistic Annotation Workshop at COLING 2014. Ed. Lori Levin, Manfred Stede. Dublin, Ireland: n.p., 2014. Web.
Bullard, Joseph, et al. "Towards Multimodal Modeling of Physicians Diagnostic Confidence and Self-awareness Using Medical Narratives." Proceedings of the COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers. Ed. Junichi Tsujii and Jan Hajic. Dublin, Ireland: Dublin City University and Association for Computational Linguistics, 2014. Web.
Moseley, Nathaniel, Cecilia O. Alm, and Manjeet Rege. "Toward Inferring the Age of Twitter Users From Their Use of Nonstandard Abbreviations and Lexicon." Proceedings of the IEEE IRI 2014. Ed. Elisa Bertino, Bhavani Thuraisingham, Ling Liu, James Joshi. San Francisco,, California: IEEE, 2014. Web.
Hochberg, Limor, Cecilia O. Alm, Esa M. Rantanen, Caroline M. DeLong, and Anne R. Haake. "Decision Style in a Clinical Reasoning Corpus." Proceedings of the 2014 Workshop on Biomedical Natural Language Processing (BioNLP 2014),. Ed. Kevin Bretonnel Cohen et al. Baltimore, Maryland: ACL, Web.
Christopher, Homan, et al. "Toward Macro-Insights for Suicide Prevention: Analyzing Fine-Grained Distress at Scale." Proceedings of the Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality at the 52nd Annual Meeting of the Association for Computational Linguistics. Ed. Resnik, P., Resnik, R., Mitchell, M. Baltimore, Maryland: n.p., Web.
Moseley, Nathaniel, Cecilia O. Alm, and Manjeet Rege. "User-annotated Microtext Data for Modeling and Analyzing Sociolinguistic Characteristics and Age Grading." Proceedings of the IEEE Eighth International Conference on Research Challenges in Information Science. Ed. Rebecca Deneckere, Marko Bajec, Martine Collard. Marrakesh, Morocco: IEEE, Web.
Guo, Xuan, et al. "Infusing Perceptual Expertise and Domain Knowledge into a Human-centered Image Retrieval System: A Prototype Application." Proceedings of the ETRA 2014. Ed. Nb. Safety Harbor,, Florida: ACM, Web.
Vaidyanathan, Preethi, et al. "Recurrence Quantification Analysis Reveals Differences in Eye-movement Behavior Between Expert and Novice Dermatologists." Proceedings of the ETRA 2014. Ed. Unknown. Safety Harbor, Florida: n.p., 2014. Web.
Womack, K., et al. "Markers of Confidence and Correctness in Spoken Medical Narratives." Proceedings of the Interspeech 2013. Ed. ISCA. Lyon, France: n.p., 2013. Web.
Womack, Kathryn, et al. "Using Linguistic Analysis to Characterize Conceptual Units of Thought in Spoken Medical Narratives." Proceedings of the Interspeech 2013. Ed. ISCA. Lyon, France: n.p., 2013. Web.
Womack, Kathryn, et al. "Disfluencies as Extra-Propositional Indicators of Cognitive Processing." Proceedings of the Ex-Prom-2012: Workshop on Extra-Propositional Aspect of Meaning in Computational Linguistics at the 50th Annual Meeting of the Association for Computational Linguistics 2012. Ed. Roser Morante and Caroline Sporleder. Jeju, Korea: n.p., 2013. Web.
McCoy, Wilson. "Annotation Schemes to Encode Domain Knowledge in Medical Narratives." Proceedings of the 6th Linguistic Annotation Workshop at the 50th Annual Meeting of the Associate. for Computational Linguistics 2012. Ed. Nancy Ide and Fei Xia. Jeju, Korea: n.p., 2012. Web.
McCoy, Wilson, et al. "Linking Uncertainty in Physicians' Narratives to Diagnostic Correctness." Proceedings of the ExProm-2012: Workshop on Extra-Propositional Aspect of Meaning in Computational Linguistics at the 50th Annual Meeting of the Association for Computational Linguistics. Ed. Roser Morante and Caroline Sporleder. Jeju, Korea: n.p., 2013. Web.
Lehrman, Michael T., Cecilia O. Alm, and Ruben A. Proano. "Detecting Distressed vs. Non- Distressed Affect State in Short Forum Texts." Proceedings of the 2012 Workshop on Language in Social Media at the Conference of the North Am. Chapter of the Associate. for Comp. Linguistics-Human Language Technologies. Ed. ACL/NAACL-HLT (Meena Nagarajan, Sara Owsley Sood, Michael Gamon). Montreal, Canada: n.p., 2012. Web.
Li, Rui, et al. "Learning Eye Movement Patterns for Characterization of Perceptual Expertise." Proceedings of the Symposium on Eye Tracking Research and Applications (ETRA). Ed. ETRA. Santa Barbara, CA: n.p., 2012. Web.
Alm, Cecilia O. "Subjective Natural Language Problems: Motivations, Applications, Characterizations, and Implications." Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies. Ed. Dekang Lin, Yuji Matsumoto, Rada Mihalcea. Portland, OR: The Association for Computational Linguistic, 2011. Web.
Journal Paper
Onwuegbuche, Faithful Chiagoziem, Rajesh Titung, Esa Rantanen, Anca Delia Jurcut, Cecilia O. Alm, and Liliana Pasquale. "Securing the weakest link: Exploring affective states exploited in phishing emails with large language models." IEEE Access 13. (2025): 173460-173486. Web.
Tewari, Subhra, et al. "Perceptions of Human and Machine-generated Articles." Journal of Digital Threats: Research and Practice 2. 2 (2021): 1-16. Web.
Alm, Cecilia O. and Reynold Bailey. "Transitioning from teaching to mentoring: Supporting students to adopt mentee roles." Journal of STEM Education Research 4. 1 (2021): 95-114. Web.
Vaidyanathan, Preethi, et al. "Computational framework for fusing eye movements and spoken narratives for image annotation." Journal of Vision 20. 7 (2020): 1-28. Web.
Homan, Christopher M., et al. "Quantitative methods for analyzing intimate partner violence in social media: Observational study." Journal of Medical Internet Research 22. 11 (2020): 1-15. Web.
Li, Jessica, et al. "Gaze guidance for captioned videos for DHH users." Journal on Technology and Persons with Disabilities 8. (2020): 69-81. Web.
Guo, Xuan, Qi Yu, Rui Li, Cecilia O. Alm, Cara Calvelli, Pengcheng Shi, Anne Haake,. "Intelligent medical image grouping through interactive learning." International Journal of Data Science and Analytics 2. 3 (2016): 95-105. Web.
Li, Rui, Pengcheng Shi, Jeff Pelz, Cecilia O. Alm, Anne R. Haake,. "Modeling eye movement patterns to characterize perceptual skill in image-based diagnostic reasoning processes." Computer Vision and Image Understanding 151. (2016): 138-152. Web.
Alm, Cecilia O. "Language as sensor in human-centered computing: Clinical contexts as use cases." Language & Linguistics Compass: Computational & Mathematical 10. 3 (2016): 105-119. Web.
Guo, X, et al. "From Spoken Narratives to Domain Knowledge: Mining Linguistic Data for Medical Image Understanding." Journal of Artificial Intelligence in Medicine 62. 2 (2014): 79-90. Web.
Alm, Cecilia O. "The Role of Affect in the Computational Modeling of Natural Language." Language and Linguistics Compass (Computational & Mathematical) 6. 7 (2012): 416-430. Web.
External Scholarly Fellowships/National Review Committee
6/15/2025 -5/31/2028
     National Science Foundation
     Amount: 376,744
9/1/2025 -8/31/2030
     National Science Foundation
     Amount: $1,332,069 (Subaward)
4/19/2024 -8/31/2026
     National Science Foundation
     Amount: 149,778
5/31/2024 -8/31/2026
     National Science Foundation
     Amount: 24,000
10/1/2024 -9/30/2027
     National Science Foundation
     Amount: 435,271  
9/1/2024 -8/31/2026
     National Science Foundation
     Amount: 170,130
7/6/2023 -12/31/2023
     National Science Foundation
     Amount: 23,968
6/2/2021 -3/31/2023
     National Science Foundation
     Amount: $4,188
9/1/2021 -8/31/2026
     National Science Foundation
     Amount: $1,994,676
12/17/2019 -11/30/2020
     STINT
     Amount: 139,000 SEK, MAU, T. Pederson PI
4/1/2019 -3/31/2022
     National Science Foundation
     Amount: $379,927, incl. $20,000 supplement.
Peer Reviewed/Juried Poster Presentation or Conference Paper
Alm, Cecilia O., Rajesh Titung, and Reynold Bailey. "Pandemic impacts on assessment of undergraduate research." Proceedings of the Proceedings of the 54th ACM Technical Symposium on Computer Science Education. Ed. Maureen Doyle, et al. Toronoto, ON, Canada: ACM.
Alm, Cecilia O. and Reynold Bailey. "Mentoring Engagement: Contrasting Perceptions of Administrators and Faculty." Proceedings of the Proceedings of the 52nd ACM Technical Symposium on Computer Science Education. Ed. Mark Sherriff, et al. Online, Online: Association for Computing Machinery.
Invited Keynote/Presentation
Alm, Cecilia O. "Sensing language (+ X) for human-centered AI." Talk at the Natural Language Processing Research Group. IT University of Copenhagen. Copenhagen, Denmark. 3 Oct. 2019. Guest Lecture.
Alm, Cecilia O. "Modeling Complex Human-generated Multilevel Behaviors." IoTaP Seminar. Malmö University. Malmö, Sweden. 11 Nov. 2019. Guest Lecture.
Alm, Cecilia O. "Eliciting, Analyzing, Fusing, and Visualizing Dialogue and Gaze." Multidisciplinary Approaches to Eye-tracking Research Workshop. Malmö University. Malmö, Sweden. 24 Nov. 2019. Guest Lecture.
Mohammad, Saif and Cecilia O. Alm. "Tutorial: Computational analysis of affect and emotion in language." 2015 Conference on Empirical Methods in Natural Language Processing. ACL. Lisbon, Portugal. 18 Sep. 2015. Conference Presentation.
Alm, Cecilia O. "Linguistic sensing for human-centered computing." NA. Stockholm University, English Department. Stockholm, Sweden. 9 Jun. 2015. Guest Lecture.
Alm, Cecilia O. "Linguistic sensing for human-centered computing." NA. Malmo University, Computer Science Department. Malmo, Sweden. 5 Jun. 2015. Guest Lecture.
Alm, Cecilia O. "Language and multimodal meaning." NA. Xerox PARC. Rochester, NY. 30 Jan. 2015. Guest Lecture.
Alm, Cecilia O. "NLP in Multimodal Cognitive Modeling of Dermatologists' Decision-Making." Natural Language Processing: State of the Art, Future Directions and Applications for Enhancing Clinical Decision-Making. NLM/NIBI Workshop. Bethesda, MD. 23-24 Apr. 2012. Conference Presentation.
Book Chapter
Stenport, Anna W. and Cecilia O. Alm. "Corporations, the Welfare State, and Covert Misogyny in The Girl with the Dragon Tattoo." Men Who Hate Women and the Women Who Kick Their Asses! Feminist Perspectives on Stieg Larsson's Millennium Trilogy. Nashville, TN: Vanderbilt University Press, 2012. 123-134. Print.
Alm, Cecilia O. "What Can Language Technologies do for Endangered Languages, and Vice Versa?" Endangered Languages: Voices and Images, FEL XV. Ed. M. Haboud and N. Ostler. Quito, Ecuador: Foundation for Endangered Languages, 2011. 98-102. Print.
Published Review
Alm, Cecilia O. "Toddler and Parent Interaction: The Organization of Gaze, Pointing and Vocalization." Rev. of Pragmatics & Beyond New Series, Volume 192 by Anna Filipi, ed. Allan Bell. Journal of Sociolinguistics Apr. 2012: 294-296. Web.
Published Article
Alm, Cecilia Ovesdotter. “Characteristics of High Agreement Affect Annotation in Text.” Proceedings of theFourth Linguistic Annotation Workshop, 15-16 July 2010. 118-122. Print. «

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