Publications

George Michalopoulos, Kyle Williams, Thomas Line, Gagandeep Singh (2022). MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations. Findings of the Association for Computational Linguistics: EMNLP 2022.

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Kyle Williams (2019). Zero Shot Intent Classification Using Long-Short Term Memory Networks. INTERSPEECH 2019.

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Kyle Williams, Seyyed Hadi Hashemi, Imed Zitouni (2019). Automatic Task Completion Flows from Web APIs. International Conference on Research and Development in Information Retrieval (SIGIR ‘19).

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Kyle Williams (2019). Neural Lexicons for Slot Tagging in Spoken Language Understanding. 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL ‘19).

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Kunho Kim, Rahul Jha, Kyle Williams, Alex Marin, Imed Zitouni (2019). Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation Scenarios. Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL).

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Seyyed Hadi Hashemi, Kyle Williams, Ahmed El Kholy, Imed Zitouni, Paul A. Crook (2018). Measuring User Satisfaction on Smart Speaker Intelligent Assistants Using Intent Sensitive Query Embeddings. International Conference on Information and Knowledge Management (CIKM 2018).

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Seyyed Hadi Hashemi, Kyle Williams, Ahmed El Kholy, Imed Zitouni, Paul A. Crook (2018). Impact of Domain and User's Learning Phase on Task and Session Identification in Smart Speaker Intelligent Assistants. International Conference on Information and Knowledge Management (CIKM 2018).

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Kyle Williams, Imed Zitouni (2017). Does That Mean You're Happy? RNN-based Modeling of User Interaction Sequences to Detect Good Abandonment. Proceedings of the International Conference on Information and Knowledge Management (CIKM ‘17).

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Shuting Wang, Alexander G. Ororbia, Zhaohui Wu, Kyle Williams, Chen Liang, Bart Pursel, C. Lee Giles (2016). Using Prerequisites to Extract Concept Maps from Textbooks. Interactional Conference on Information and Knowledge Management.

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Madian Khabsa, Aidan C. Crook, Ahmed Hassan Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams (2016). Learning to Account for Good Abandonment in Search Success Metrics. Interactional Conference on Information and Knowledge Management (CIKM ‘16).

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Julia Kiselava, Kyle Williams, Jiepu Jiang, Ahmed Hassan Awadallah, Imed Zitouni, Aidan C. Crook, Tasos Anastasakos (2016). Predicting User Satisfaction with Intelligent Assistants. International Conference on Research and Development in Information Retrieval (SIGIR ‘16).

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Kyle Williams, Julia Kiselava, Imed Zitouni, Aidan C. Crook, Ahmed Hassan Awadallah, Madian Khabsa (2016). Is This Your Final Answer? Evaluating the Effect of Answers on Good Abandonment in Mobile Search. International Conference on Research and Development in Information Retrieval (SIGIR ‘16).

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Kyle Williams, Jian Wu, Zhaohui Wu, C. Lee Giles (2016). Information Extraction for Scholarly Digital Libraries. International Joint Conference on Digital Libraries (JCDL ‘16).

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Kyle Williams, C. Lee Giles (2016). Improving Similar Document Retrieval Using a Recursive Pseudo Relevance Feedback Strategy. International Joint Conference on Digital Libraries (JCDL ‘16).

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Kyle Williams, Julia Kiselava, Aidan C. Crook, Imed Zitouni, Ahmed Hassan Awadallah, Madian Khabsa (2016). Detecting Good Abandonment in Mobile Search. International World Wide Web Conference (WWW ‘16).

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Bart Pursel, Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Benjamin Brautigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles (2016). BBookX: Design of an Automated Web-based Recommender System for the Creation of Open Learning Content. Web Education Workshop @ WWW 2016.

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Julia Kiselava, Kyle Williams, Jiepu Jiang, Ahmed Hassan Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos (2016). Understanding User Satisfaction with Intelligent Assistants. Conference on Human Information Interaction and Retrieval (CHIIR ‘16).

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Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Brautigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles (2016). BBookX: Building Online Open Books for Personalized Learning. AAAI Conference on Artificial Intelligence.

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Jian Wu, Jason Killian, Huaiyu Yang, Kyle Williams, Sagnik Ray Choudhury, Suppawong Tuarob, C. Lee Giles (2015). PDFMEF: A Multi-Entity Knowledge Extraction Framework for Scholarly Documents and Semantic Search. Proceedings of the 8th International Conference on Knowledge Capture.

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Kyle Williams, C. Lee Giles (2015). On the Use of Similarity Search to Detect Fake Scientific Papers. Proceedings of the 2015 International Conference on Similarity Search and Applications.

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Shuting Wang, Chen Liang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Brautigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles (2015). Concept Hierarchy Extraction from Textbooks. Proceedings of the 2015 ACM Symposium on Document Engineering.

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Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Bart Pursel, C. Lee Giles (2015). BBookX: An Automatic Book Creation Framework. Proceedings of the 2014 ACM Symposium on Document Engineering.

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Alexander G. Ororbia, Jian Wu, Madian Khabsa, Kyle Williams, C. Lee Giles (2015). Big Scholarly Data in CiteSeerX: Information Extraction from the Web. Proceedings of BigScholar at WWW.

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Jian Wu, Kyle Williams, Hung-Hsuan Chen, Cornelia Caragea, Madian Khabsa, Suppawong Tuarob, Alexander G. Ororbia, Douglas Jordan, Prasenjit Mitra, C. Lee Giles (2015). CiteSeerX: AI in a Digital Library Search Engine. AI Magazine.

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Jian Wu, Kyle Williams, Madian Khabsa, C. Lee Giles (2014). The Impact of User Corrections To Crawl-Based Digital Libraries: A CiteSeerX Perspective. 2014 International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom).

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Zhaohui Wu, Jian Wu, Madian Khabsa, Kyle Williams, Hung-Hsuan Chen, Wenyi Huang, Suppawong Tuarob, Sagnik Ray Choudhury, Alexander G. Ororbia, Prasenjit Mitra, C. Lee Giles (2014). Towards Building a Scholarly Big Data Platform: Challenges, Lessons and Opportunities. Proceedings of the 14th ACM/IEEE-CS Joint Conference on Digital Libraries.

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Kyle Williams, Jian Wu, C. Lee Giles (2014). SimSeerX: A Similar Document Search Engine. Proceedings of the 2014 ACM symposium on Document engineering.

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Kyle Williams, Hung-Hsuan Chen, C. Lee Giles (2014). Classifying and Ranking Search Engine Results as Potential Sources of Plagiarism. Proceedings of the 2014 ACM symposium on Document engineering.

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Kyle Williams, Lichi Li, Madian Khabsa, Jian Wu, Patrick C. Shih, C. Lee Giles (2014). A Web Service for Scholarly Big Data Information Extraction. Proceedings of the IEEE International Conference on Web Services.

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Jian Wu, Alexander G. Ororbia, Kyle Williams, Madian Khabsa, Zhaohui Wu, C. Lee Giles (2014). Utility-Based Control Feedback in a Digital Library Search Engine: Cases in CiteSeerX. 9th International Workshop on Feedback Computing.

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Jian Wu, Kyle Williams, Hung-Hsuan Chen, Madian Khabsa, Cornelia Caragea, Alexander G. Ororbia, Douglas Jordan, C. Lee Giles (2014). CiteSeerX: AI in a Digital Library Search Engine. Twenty sixth Annual Conference on Innovative Applications of Artificial Intelligence.

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Kyle Williams, Jian Wu, Sagnik Ray Choudhury, Madian Khabsa, C. Lee Giles (2014). Scholarly big data information extraction and integration in the CiteSeerX digital library. Proceedings of the 10th International Workshop on Information Integration on the Web.

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Jian Wu, Pradeep Teregowda, Kyle Williams, Madian Khabsa, Douglas Jordan, Eric Treece, Zhaohui Wu, C. Lee Giles (2014). Migrating a Digital Library to a Private Cloud. 2014 IEEE International Conference on Cloud Engineering (IC2E).

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Kyle Williams, Hung-Hsuan Chen, C. Lee Giles (2014). Supervised Ranking for Plagiarism Source Retrieval. CLEF 2014 Evaluation Labs and Workshop Working Notes Papers.

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Cornelia Caragea, Jian Wu, Alina Ciobanu, Kyle Williams, Juan Fernández-Ramírez, Hung-Hsuan Chen, Zhaohui Wu, C. Lee Giles (2014). CiteSeerX: A Scholarly Big Dataset. Proceedings of the European Conference on Information Retrieval.

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Cornelia Caragea, Jian Wu, Kyle Williams, Sujatha G. Das, Madian Khabsa, Pradeep Teregowda, C. Lee Giles (2014). Automatic Identification of Research Articles from Crawled Documents. Web-Scale Classification: Classifying Big Data from the Web.

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Kyle Williams, Hung-Hsuan Chen, Sagnik Ray Choudhury, C. Lee Giles (2013). Unsupervised Ranking for Plagiarism Source Retrieval. PAN AT CLEF 2013.

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Kyle Williams, Jorgina K. do R. Paihama, Hussein Suleman (2013). A comparison of machine learning techniques for handwritten Xam word recognition. Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference.

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Kyle Williams, C. Lee Giles (2013). Near duplicate detection in an academic digital library. Proceedings of the 2013 ACM symposium on Document engineering.

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Tresor Mvumbi, Flora Kundaeli, Zafika Mazi, Kyle Williams, Hussein Suleman (2012). An Online Meeting Tool for Low Bandwidth Environments. Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference.

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Jorgina K. do R. Paihama, Kyle Williams, Hussein Suleman (2012). Assessing the Design of Web Interoperability Protocols. Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference.

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Marius Nel, Kyle Williams, Hussein Suleman (2012). Simple Large Image Support in DSpace. Proceedings on the International Conference on Asia-Pacific Digital Libraries.

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Marwan Mohamed Nour, Kyle Williams, Hussein Suleman (2012). ORchiD: Evaluating Simple Repository Deposit for Open Educational Resources. Proceedings on the International Conference on Asia-Pacific Digital Libraries.

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Michelle Havenga, Kyle Williams, Hussein Suleman (2012). Motivating Users to Build Heritage Collections Using Games on Social Networks. Proceedings on the International Conference on Asia-Pacific Digital Libraries.

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Lighton Phiri, Kyle Williams, Miles Robinson, Stuart Hammar, Hussein Suleman (2012). Bonolo: A General Digital Library System for File-based Collections. Proceedings on the International Conference on Asia-Pacific Digital Libraries.

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Kyle Williams, Hussein Suleman (2011). Using a Hidden Markov Model to Transcribe Handwritten Bushman Texts. Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries.

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Kyle Williams, Hussein Suleman (2011). Creating a Handwriting Recognition Corpus for Bushman Languages. Proceedings on the International Conference on Asia-Pacific Digital Libraries.

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Kyle Williams, Sanvir Manilal, Lebogang Molwantoa, Hussein Suleman (2010). A Visual Dictionary for an Extinct Language. Proceedings on the International Conference on Asia-Pacific Digital Libraries.

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Rizmari Versfeld, Spencer Lee, Edward Fox, Hussein Suleman, Kyle Williams (2010). Digital Library in a 3D Virtual World: The Digital Bleek and Lloyd Collection in Second Life. Proceedings of the International Conference on Theory and Practice of Digital Libraries.

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Kyle Williams, Hussein Suleman (2010). Translating Handwritten Bushman Texts. Proceedings of the 10th annual joint conference on Digital libraries.

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