Personalization of Large Language Models: A Survey - Zhehao Zhang; Ryan A. Rossi; Branislav Kveton; Yijia Shao; Diyi Yang; Hamed Zamani; Franck Dernoncourt; Joe Barrow; Tong Yu; Sungchul Kim; Ruiyi Zhang; Jiuxiang Gu; et al. (Trans. Mach. Learn. Res., 2025)

From Selection to Generation: A Survey of LLM-based Active Learning - Yu Xia; Subhojyoti Mukherjee; Zhouhang Xie; Junda Wu; Xintong Li; Ryan Aponte; Hanjia Lyu; Joe Barrow; Hongjie Chen; Franck Dernoncourt; Branislav Kveton; Tong Yu; et al. (Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025, 2025)

Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases - Yongjia Lei; Haoyu Han; Ryan A. Rossi; Franck Dernoncourt; Nedim Lipka; Mahantesh M. Halappanavar; Jiliang Tang; Yu Wang (Findings of the Association for Computational Linguistics, ACL 2025, Vienna, Austria, July 27 - August 1, 2025, 2025)

ChartLens: Fine-grained Visual Attribution in Charts - Manan Suri; Puneet Mathur; Nedim Lipka; Franck Dernoncourt; Ryan A. Rossi; Dinesh Manocha (Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025, 2025)

DocVoyager: Anticipating User's Information Needs and Guiding Document Reading through Question Answering - Yoonjoo Lee; Nedim Lipka; Zichao Wang; Ryan A. Rossi; Puneet Mathur; Tong Sun; Alexa F. Siu (Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, CHI EA 2025, Yokohama, Japan, 26 April 2025- 1 May 2025, 2025)

MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections - Nishant Balepur; Alexa F. Siu; Nedim Lipka; Franck Dernoncourt; Tong Sun; Jordan Lee Boyd-Graber; Puneet Mathur (Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2025 - Volume 1: Long Papers, Albuquerque, New Mexico, USA, April 29 - May 4, 2025, 2025)

Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes - Isabel O. Gallegos; Ryan Aponte; Ryan A. Rossi; Joe Barrow; Md. Mehrab Tanjim; Tong Yu; Hanieh Deilamsalehy; Ruiyi Zhang; Sungchul Kim; Franck Dernoncourt; Nedim Lipka; Deonna M. Owens; et al. (Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2025 - Volume 2: Short Papers, Albuquerque, New Mexico, April 29 - May 4, 2025, 2025)

Personalizing Data Delivery: Investigating User Characteristics and Enhancing LLM Predictions - Reuben Luera; Ryan A. Rossi; Franck Dernoncourt; Alexa F. Siu; Sungchul Kim; Tong Yu; Ruiyi Zhang; Xiang Chen; Nedim Lipka; Zhehao Zhang; Seon Gyeom Kim; Tak Yeon Lee (Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025, 2025)

MODS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections - Nishant Balepur; Alexa F. Siu; Nedim Lipka; Franck Dernoncourt; Tong Sun; Jordan L. Boyd-Graber; Puneet Mathur (CoRR, 2025)

From Selection to Generation: A Survey of LLM-based Active Learning - Yu Xia; Subhojyoti Mukherjee; Zhouhang Xie; Junda Wu; Xintong Li; Ryan Aponte; Hanjia Lyu; Joe Barrow; Hongjie Chen; Franck Dernoncourt; Branislav Kveton; Tong Yu; et al. (CoRR, 2025)

Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases - Yongjia Lei; Haoyu Han; Ryan A. Rossi; Franck Dernoncourt; Nedim Lipka; Mahantesh M. Halappanavar; Jiliang Tang; Yu Wang (CoRR, 2025)

Document Attribution: Examining Citation Relationships using Large Language Models - Vipula Rawte; Ryan A. Rossi; Franck Dernoncourt; Nedim Lipka (CoRR, 2025)

ChartLens: Fine-grained Visual Attribution in Charts - Manan Suri; Puneet Mathur; Nedim Lipka; Franck Dernoncourt; Ryan A. Rossi; Dinesh Manocha (CoRR, 2025)

Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents - Manan Suri; Puneet Mathur; Nedim Lipka; Franck Dernoncourt; Ryan A. Rossi; Vivek Gupta; Dinesh Manocha (CoRR, 2025)

Quantitative LLM Judges - Aishwarya Sahoo; Jeevana Kruthi Karnuthala; Tushar Parmanand Budhwani; Pranchal Agarwal; Sankaran Vaidyanathan; Alexa F. Siu; Franck Dernoncourt; Jennifer Healey; Nedim Lipka; Ryan A. Rossi; Uttaran Bhattacharya; Branislav Kveton (CoRR, 2025)

LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles - Ho Yin Sam Ng; Ting-Yao Hsu; Aashish Anantha Ramakrishnan; Branislav Kveton; Nedim Lipka; Franck Dernoncourt; Dongwon Lee; Tong Yu; Sungchul Kim; Ryan A. Rossi; Ting-Hao Kenneth Huang (CoRR, 2025)

Knowledge Graph Prompting for Multi-Document Question Answering - Yu Wang; Nedim Lipka; Ryan A. Rossi; Alexa F. Siu; Ruiyi Zhang; Tyler Derr (Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, 2024)

Thinking Outside the Box: Non-Designer Perspectives and Recommendations for Template-Based Graphic Design Tools - Farnaz Nouraei; Alexa F. Siu; Ryan A. Rossi; Nedim Lipka (Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, CHI EA 2024, Honolulu, HI, USA, May 11-16, 2024, 2024)

Marco: Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models - Raymond Fok; Nedim Lipka; Tong Sun; Alexa F. Siu (Proceedings of the CHI Conference on Human Factors in Computing Systems, CHI 2024, Honolulu, HI, USA, May 11-16, 2024, 2024)

Topology-aware Retrieval Augmentation for Text Generation - Yu Wang; Nedim Lipka; Ruiyi Zhang; Alexa F. Siu; Yuying Zhao; Bo Ni; Xin Wang; Ryan A. Rossi; Tyler Derr (Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024, 2024)

OATS: A Challenge Dataset for Opinion Aspect Target Sentiment Joint Detection for Aspect-Based Sentiment Analysis - Siva Uday Sampreeth Chebolu; Franck Dernoncourt; Nedim Lipka; Thamar Solorio (Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy, 2024)

Editing Partially Observable Networks via Graph Diffusion Models - Puja Trivedi; Ryan A. Rossi; David Arbour; Tong Yu; Franck Dernoncourt; Sungchul Kim; Nedim Lipka; Namyong Park; Nesreen K. Ahmed; Danai Koutra (Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024, 2024)

Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models - Raymond Fok; Nedim Lipka; Tong Sun; Alexa F. Siu (CoRR, 2024)

Augmenting Textual Generation via Topology Aware Retrieval - Yu Wang; Nedim Lipka; Ruiyi Zhang; Alexa F. Siu; Yuying Zhao; Bo Ni; Xin Wang; Ryan A. Rossi; Tyler Derr (CoRR, 2024)

ROAST: Review-level Opinion Aspect Sentiment Target Joint Detection - Siva Uday Sampreeth Chebolu; Franck Dernoncourt; Nedim Lipka; Thamar Solorio (CoRR, 2024)

LongLaMP: A Benchmark for Personalized Long-form Text Generation - Ishita Kumar; Snigdha Viswanathan; Sushrita Yerra; Alireza Salemi; Ryan A. Rossi; Franck Dernoncourt; Hanieh Deilamsalehy; Xiang Chen; Ruiyi Zhang; Shubham Agarwal; Nedim Lipka; Hamed Zamani (CoRR, 2024)

KaPQA: Knowledge-Augmented Product Question-Answering - Swetha Eppalapally; Daksh Dangi; Chaithra Bhat; Ankita Gupta; Ruiyi Zhang; Shubham Agarwal; Karishma Bagga; Seunghyun Yoon; Nedim Lipka; Ryan A. Rossi; Franck Dernoncourt (CoRR, 2024)

A Framework for Fine-Tuning LLMs using Heterogeneous Feedback - Ryan Aponte; Ryan A. Rossi; Shunan Guo; Franck Dernoncourt; Tong Yu; Xiang Chen; Subrata Mitra; Nedim Lipka (CoRR, 2024)

A Multi-LLM Debiasing Framework - Deonna M. Owens; Ryan A. Rossi; Sungchul Kim; Tong Yu; Franck Dernoncourt; Xiang Chen; Ruiyi Zhang; Jiuxiang Gu; Hanieh Deilamsalehy; Nedim Lipka (CoRR, 2024)

VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use - Zhehao Zhang; Ryan A. Rossi; Tong Yu; Franck Dernoncourt; Ruiyi Zhang; Jiuxiang Gu; Sungchul Kim; Xiang Chen; Zichao Wang; Nedim Lipka (CoRR, 2024)

A Survey of Small Language Models - Chien Van Nguyen; Xuan Shen; Ryan Aponte; Yu Xia; Samyadeep Basu; Zhengmian Hu; Jian Chen; Mihir Parmar; Sasidhar Kunapuli; Joe Barrow; Junda Wu; Ashish Singh; et al. (CoRR, 2024)

Survey of User Interface Design and Interaction Techniques in Generative AI Applications - Reuben Luera; Ryan A. Rossi; Alexa F. Siu; Franck Dernoncourt; Tong Yu; Sungchul Kim; Ruiyi Zhang; Xiang Chen; Hanieh Salehy; Jian Zhao; Samyadeep Basu; Puneet Mathur; et al. (CoRR, 2024)

Personalization of Large Language Models: A Survey - Zhehao Zhang; Ryan A. Rossi; Branislav Kveton; Yijia Shao; Diyi Yang; Hamed Zamani; Franck Dernoncourt; Joe Barrow; Tong Yu; Sungchul Kim; Ruiyi Zhang; Jiuxiang Gu; et al. (CoRR, 2024)

DynaSaur: Large Language Agents Beyond Predefined Actions - Dang Nguyen; Viet Dac Lai; Seunghyun Yoon; Ryan A. Rossi; Handong Zhao; Ruiyi Zhang; Puneet Mathur; Nedim Lipka; Yu Wang; Trung Bui; Franck Dernoncourt; Tianyi Zhou (CoRR, 2024)

Optimizing Data Delivery: Insights from User Preferences on Visuals, Tables, and Text - Reuben Luera; Ryan A. Rossi; Franck Dernoncourt; Alexa F. Siu; Sungchul Kim; Tong Yu; Ruiyi Zhang; Xiang Chen; Nedim Lipka; Zhehao Zhang; Seon Gyeom Kim; Tak Yeon Lee (CoRR, 2024)

Personalized Multimodal Large Language Models: A Survey - Junda Wu; Hanjia Lyu; Yu Xia; Zhehao Zhang; Joe Barrow; Ishita Kumar; Mehrnoosh Mirtaheri; Hongjie Chen; Ryan A. Rossi; Franck Dernoncourt; Tong Yu; Ruiyi Zhang; et al. (CoRR, 2024)

Multi-LLM Text Summarization - Jiangnan Fang; Cheng-Tse Liu; Jieun Kim; Yash Bhedaru; Ethan Liu; Nikhil Singh; Nedim Lipka; Puneet Mathur; Nesreen K. Ahmed; Franck Dernoncourt; Ryan A. Rossi; Hanieh Deilamsalehy (CoRR, 2024)

Envisioning the Next-Gen Document Reader - Catherine Yeh; Nedim Lipka; Franck Dernoncourt (Proceedings of the Workshop on Scientific Document Understanding co-located with 37th AAAI Conference on Artificial Inteligence (AAAI 2023), Remote, February 14, 2023, 2023)

How Small Businesses Transform PDF Agreements into Action - Jianna So; Nedim Lipka; Alexa F. Siu; Ryan A. Rossi; Franck Dernoncourt (Computer Supported Cooperative Work and Social Computing, CSCW 2023, Minneapolis, MN, USA, October 14-18, 2023, 2023)

Computable Contracts by Extracting Obligation Logic Graphs - Sergio Servantez; Nedim Lipka; Alexa F. Siu; Milan Aggarwal; Balaji Krishnamurthy; Aparna Garimella; Kristian J. Hammond; Rajiv Jain (Proceedings of the Nineteenth International Conference on Artificial Intelligence and Law, ICAIL 2023, Braga, Portugal, June 19-23, 2023, 2023)

Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs - Sudhanshu Chanpuriya; Ryan A. Rossi; Sungchul Kim; Tong Yu; Jane Hoffswell; Nedim Lipka; Shunan Guo; Cameron Musco (The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023, 2023)

A Review of Datasets for Aspect-based Sentiment Analysis - Siva Uday Sampreeth Chebolu; Franck Dernoncourt; Nedim Lipka; Thamar Solorio (Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, IJCNLP 2023 -Volume 1: Long Papers, Nusa Dua, Bali, November 1 - 4, 2023, 2023)

Exact Representation of Sparse Networks with Symmetric Nonnegative Embeddings - Sudhanshu Chanpuriya; Ryan A. Rossi; Anup B. Rao; Tung Mai; Nedim Lipka; Zhao Song; Cameron Musco (Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023, 2023)

TaleStream: Supporting Story Ideation with Trope Knowledge - Jean-Peïc Chou; Alexa Fay Siu; Nedim Lipka; Ryan A. Rossi; Franck Dernoncourt; Maneesh Agrawala (Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, UIST 2023, San Francisco, CA, USA, 29 October 2023- 1 November 2023, 2023)

A ML-based Approach for HTML-based Style Recommendation - Ryan Aponte; Ryan A. Rossi; Shunan Guo; Jane Hoffswell; Nedim Lipka; Chang Xiao; Gromit Yeuk-Yin Chan; Eunyee Koh; Nesreen K. Ahmed (Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023, 2023)

Envisioning the Next-Gen Document Reader - Catherine Yeh; Nedim Lipka; Franck Dernoncourt (CoRR, 2023)

LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding - Yanzhe Zhang; Ruiyi Zhang; Jiuxiang Gu; Yufan Zhou; Nedim Lipka; Diyi Yang; Tong Sun (CoRR, 2023)

Knowledge Graph Prompting for Multi-Document Question Answering - Yu Wang; Nedim Lipka; Ryan A. Rossi; Alexa F. Siu; Ruiyi Zhang; Tyler Derr (CoRR, 2023)

TaleStream: Supporting Story Ideation with Trope Knowledge - Jean-Peïc Chou; Alexa F. Siu; Nedim Lipka; Ryan A. Rossi; Franck Dernoncourt; Maneesh Agrawala (CoRR, 2023)

OATS: Opinion Aspect Target Sentiment Quadruple Extraction Dataset for Aspect-Based Sentiment Analysis - Siva Uday Sampreeth Chebolu; Franck Dernoncourt; Nedim Lipka; Thamar Solorio (CoRR, 2023)

Leveraging Graph Diffusion Models for Network Refinement Tasks - Puja Trivedi; Ryan A. Rossi; David Arbour; Tong Yu; Franck Dernoncourt; Sungchul Kim; Nedim Lipka; Namyong Park; Nesreen K. Ahmed; Danai Koutra (CoRR, 2023)

Secure and Efficient Agreement Signing Atop Blockchain and Decentralized Identity - Songlin He; Tong Sun; Qiang Tang; Chase Wu; Nedim Lipka; Curtis Wigington; Rajiv Jain (Blockchain and Trustworthy Systems - 4th International Conference, BlockSys 2022, Chengdu, China, August 4-5, 2022, Revised Selected Papers, 2022)

One-Pass Algorithms for MAP Inference of Nonsymmetric Determinantal Point Processes - Aravind Reddy; Ryan A. Rossi; Zhao Song; Anup B. Rao; Tung Mai; Nedim Lipka; Gang Wu; Eunyee Koh; Nesreen K. Ahmed (International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA, 2022)

Task-Oriented Near-Lossless Burst Compression - Weixin Jiang; Gang Wu; Viswanathan Swaminathan; Stefano Petrangeli; Haoliang Wang; Ryan A. Rossi; Nedim Lipka (IEEE International Symposium on Multimedia, ISM 2022, Naples, Italy, December 5-7, 2022, 2022)

Survey of Aspect-based Sentiment Analysis Datasets - Siva Uday Sampreeth Chebolu; Franck Dernoncourt; Nedim Lipka; Thamar Solorio (CoRR, 2022)

Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs - Sudhanshu Chanpuriya; Ryan A. Rossi; Sungchul Kim; Tong Yu; Jane Hoffswell; Nedim Lipka; Shunan Guo; Cameron Musco (CoRR, 2022)

Graph Learning with Localized Neighborhood Fairness - April Chen; Ryan A. Rossi; Nedim Lipka; Jane Hoffswell; Gromit Chan; Shunan Guo; Eunyee Koh; Sungchul Kim; Nesreen K. Ahmed (CoRR, 2022)

A Hypergraph Neural Network Framework for Learning Hyperedge-Dependent Node Embeddings - Ryan Aponte; Ryan A. Rossi; Shunan Guo; Jane Hoffswell; Nedim Lipka; Chang Xiao; Gromit Chan; Eunyee Koh; Nesreen K. Ahmed (CoRR, 2022)

Graph Neural Networks with Heterophily - Jiong Zhu; Ryan A. Rossi; Anup Rao; Tung Mai; Nedim Lipka; Nesreen K. Ahmed; Danai Koutra (Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021)

Syntopical Graphs for Computational Argumentation Tasks - Joe Barrow; Rajiv Jain; Nedim Lipka; Franck Dernoncourt; Vlad I. Morariu; Varun Manjunatha; Douglas W. Oard; Philip Resnik; Henning Wachsmuth (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 1: Long Papers), Virtual Event, August 1-6, 2021, 2021)

Learning Contextualized Knowledge Structures for Commonsense Reasoning - Jun Yan; Mrigank Raman; Aaron Chan; Tianyu Zhang; Ryan A. Rossi; Handong Zhao; Sungchul Kim; Nedim Lipka; Xiang Ren (Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, 2021)

PSED: A Dataset for Selecting Emphasis in Presentation Slides - Amirreza Shirani; Giai Tran; Hieu Trinh; Franck Dernoncourt; Nedim Lipka; Jose Echevarria; Thamar Solorio; Paul Asente (Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, 2021)

A Framework for Knowledge-Derived Query Suggestions - Saed Rezayi; Nedim Lipka; Vishwa Vinay; Ryan A. Rossi; Franck Dernoncourt; Tracy Holloway King; Sheng Li (2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021, 2021)

Developing a Conversational Recommendation Systemfor Navigating Limited Options - Victor S. Bursztyn; Jennifer Healey; Eunyee Koh; Nedim Lipka; Larry Birnbaum (CHI '21: CHI Conference on Human Factors in Computing Systems, Virtual Event / Yokohama Japan, May 8-13, 2021, Extended Abstracts, 2021)

"It doesn't look good for a date": Transforming Critiques into Preferences for Conversational Recommendation Systems - Victor S. Bursztyn; Jennifer Healey; Nedim Lipka; Eunyee Koh; Doug Downey; Larry Birnbaum (Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, 2021)

StreamHover: Livestream Transcript Summarization and Annotation - Sangwoo Cho; Franck Dernoncourt; Tim Ganter; Trung Bui; Nedim Lipka; Walter Chang; Hailin Jin; Jonathan Brandt; Hassan Foroosh; Fei Liu (Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, 2021)

Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation - Mrigank Raman; Aaron Chan; Siddhant Agarwal; Peifeng Wang; Hansen Wang; Sungchul Kim; Ryan A. Rossi; Handong Zhao; Nedim Lipka; Xiang Ren (9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021, 2021)

Open Intent Extraction from Natural Language Interactions (Extended Abstract) - Nikhita Vedula; Nedim Lipka; Pranav Maneriker; Srinivasan Parthasarathy (Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021, 2021)

Edge: Enriching Knowledge Graph Embeddings with External Text - Saed Rezayi; Handong Zhao; Sungchul Kim; Ryan A. Rossi; Nedim Lipka; Sheng Li (Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021, 2021)

Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis - Siva Uday Sampreeth Chebolu; Franck Dernoncourt; Nedim Lipka; Thamar Solorio (Proceedings of the 35th Pacific Asia Conference on Language, Information and Computation, PACLIC 2021, Shanghai International Studies University, Shanghai, China, 5-7 November 2021, 2021)

Learning to Emphasize: Dataset and Shared Task Models for Selecting Emphasis in Presentation Slides - Amirreza Shirani; Giai Tran; Hieu Trinh; Franck Dernoncourt; Nedim Lipka; Paul Asente; Jose Echevarria; Thamar Solorio (CoRR, 2021)

Edge: Enriching Knowledge Graph Embeddings with External Text - Saed Rezayi; Handong Zhao; Sungchul Kim; Ryan A. Rossi; Nedim Lipka; Sheng Li (CoRR, 2021)

Developing a Conversational Recommendation System for Navigating Limited Options - Victor S. Bursztyn; Jennifer Healey; Eunyee Koh; Nedim Lipka; Larry Birnbaum (CoRR, 2021)

StreamHover: Livestream Transcript Summarization and Annotation - Sangwoo Cho; Franck Dernoncourt; Tim Ganter; Trung Bui; Nedim Lipka; Walter Chang; Hailin Jin; Jonathan Brandt; Hassan Foroosh; Fei Liu (CoRR, 2021)

"It doesn't look good for a date": Transforming Critiques into Preferences for Conversational Recommendation Systems - Victor S. Bursztyn; Jennifer Healey; Nedim Lipka; Eunyee Koh; Doug Downey; Larry Birnbaum (CoRR, 2021)

Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis - Siva Uday Sampreeth Chebolu; Franck Dernoncourt; Nedim Lipka; Thamar Solorio (CoRR, 2021)

An Interpretable Graph Generative Model with Heterophily - Sudhanshu Chanpuriya; Ryan A. Rossi; Anup B. Rao; Tung Mai; Nedim Lipka; Zhao Song; Cameron Musco (CoRR, 2021)

Online MAP Inference and Learning for Nonsymmetric Determinantal Point Processes - Aravind Reddy; Ryan A. Rossi; Zhao Song; Anup B. Rao; Tung Mai; Nedim Lipka; Gang Wu; Eunyee Koh; Nesreen K. Ahmed (CoRR, 2021)

Conversion Prediction from Clickstream: Modeling Market Prediction and Customer Predictability - Jinyoung Yeo; Seung-won Hwang; Sungchul Kim; Eunyee Koh; Nedim Lipka (IEEE Trans. Knowl. Data Eng., 2020)

Let Me Choose: From Verbal Context to Font Selection - Amirreza Shirani; Franck Dernoncourt; Jose Echevarria; Paul Asente; Nedim Lipka; Thamar Solorio (Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020, 2020)

ISA: An Intelligent Shopping Assistant - Tuan Manh Lai; Trung Bui; Nedim Lipka (Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing: System Demonstrations, AACL/IJCNLP 2020, Suzhou, China, December 4-7, 2020, 2020)

SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media - Amirreza Shirani; Franck Dernoncourt; Nedim Lipka; Paul Asente; Jose Echevarria; Thamar Solorio (Proceedings of the Fourteenth Workshop on Semantic Evaluation, SemEval@COLING 2020, Barcelona (online), December 12-13, 2020, 2020)

Open Intent Extraction from Natural Language Interactions - Nikhita Vedula; Nedim Lipka; Pranav Maneriker; Srinivasan Parthasarathy (WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020)

Let Me Choose: From Verbal Context to Font Selection - Amirreza Shirani; Franck Dernoncourt; Jose Echevarria; Paul Asente; Nedim Lipka; Thamar Solorio (CoRR, 2020)

ISA: An Intelligent Shopping Assistant - Tuan Manh Lai; Trung Bui; Nedim Lipka (CoRR, 2020)

SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media - Amirreza Shirani; Franck Dernoncourt; Nedim Lipka; Paul Asente; Jose Echevarria; Thamar Solorio (CoRR, 2020)

Graph Neural Networks with Heterophily - Jiong Zhu; Ryan A. Rossi; Anup B. Rao; Tung Mai; Nedim Lipka; Nesreen K. Ahmed; Danai Koutra (CoRR, 2020)

Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation - Mrigank Raman; Siddhant Agarwal; Peifeng Wang; Aaron Chan; Hansen Wang; Sungchul Kim; Ryan A. Rossi; Handong Zhao; Nedim Lipka; Xiang Ren (CoRR, 2020)

Learning Contextualized Knowledge Structures for Commonsense Reasoning - Jun Yan; Mrigank Raman; Tianyu Zhang; Ryan A. Rossi; Handong Zhao; Sungchul Kim; Nedim Lipka; Xiang Ren (CoRR, 2020)

Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions - Amirreza Shirani; Franck Dernoncourt; Paul Asente; Nedim Lipka; Seokhwan Kim; Jose Echevarria; Thamar Solorio (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, 2019)

Towards Summarization for Social Media - Results of the TL;DR Challenge - Shahbaz Syed; Michael Völske; Nedim Lipka; Benno Stein; Hinrich Schütze; Martin Potthast (Proceedings of the 12th International Conference on Natural Language Generation, INLG 2019, Tokyo, Japan, October 29 - November 1, 2019, 2019)

Supervised Transfer Learning for Product Information Question Answering - Tuan Manh Lai; Trung Bui; Nedim Lipka; Sheng Li (CoRR, 2019)

Towards Open Intent Discovery for Conversational Text - Nikhita Vedula; Nedim Lipka; Pranav Maneriker; Srinivasan Parthasarathy (CoRR, 2019)

A Simple End-to-End Question Answering Model for Product Information - Tuan Manh Lai; Trung Bui; Sheng Li; Nedim Lipka (Proceedings of the First Workshop on Economics and Natural Language Processing, ECONLP@ACL 2018, Melbourne, Australia, July 20, 2018, 2018)

Detecting Link and Landing Page Misalignment in Marketing Emails - Nedim Lipka; Tak Yeon Lee; Eunyee Koh (Database and Expert Systems Applications - DEXA 2018 International Workshops, BDMICS, BIOKDD, and TIR, Regensburg, Germany, September 3-6, 2018, Proceedings, 2018)

Supervised Transfer Learning for Product Information Question Answering - Tuan Manh Lai; Trung Bui; Nedim Lipka; Sheng Li (17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018, Orlando, FL, USA, December 17-20, 2018, 2018)

Pseudo Descriptions for Meta-Data Retrieval - Tim Gollub; Erdan Genc; Nedim Lipka; Benno Stein (Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2018, Tianjin, China, September 14-17, 2018, 2018)

Task Proposal: The TL;DR Challenge - Shahbaz Syed; Michael Völske; Martin Potthast; Nedim Lipka; Benno Stein; Hinrich Schütze (Proceedings of the 11th International Conference on Natural Language Generation, Tilburg University, The Netherlands, November 5-8, 2018, 2018)

Predicting Online Purchase Conversion for Retargeting - Jinyoung Yeo; Sungchul Kim; Eunyee Koh; Seung-won Hwang; Nedim Lipka (Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017, 2017)

WimNet: Vision Search for Web Logs - Sungchul Kim; Sana Malik; Nedim Lipka; Eunyee Koh (Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017, 2017)

Topical Sequence Profiling - Tim Gollub; Nedim Lipka; Eunyee Koh; Erdan Genc; Benno Stein (27th International Workshop on Database and Expert Systems Applications, DEXA 2016 Workshops, Porto, Portugal, September 5-8, 2016, 2016)

Purchase Influence Mining: Identifying Top-k Items Attracting Purchase of Target Item - Sungchul Kim; Jinyoung Yeo; Eunyee Koh; Nedim Lipka (Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume, 2016)

Browsing2purchase: Online Customer Model for Sales Forecasting in an E-Commerce Site - Jinyoung Yeo; Sungchul Kim; Eunyee Koh; Seung-won Hwang; Nedim Lipka (Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume, 2016)

An Aspect-driven Social Media Explorer - Nedim Lipka; W. Bruce Croft (Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015, 2015)

Modeling Non-Standard Text Classification Tasks - Nedim Lipka (Bauhaus University, Weimar, Germany, 2013)

Estimating the Expected Effectiveness of Text Classification Solutions under Subclass Distribution Shifts - Nedim Lipka; Benno Stein; James G. Shanahan (12th IEEE International Conference on Data Mining, ICDM 2012, Brussels, Belgium, December 10-13, 2012, 2012)

Predicting quality flaws in user-generated content: the case of wikipedia - Maik Anderka; Benno Stein; Nedim Lipka (The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012, 2012)

Cluster-based one-class ensemble for classification problems in information retrieval - Nedim Lipka; Benno Stein; Maik Anderka (The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012, 2012)

Intrinsic plagiarism analysis - Benno Stein; Nedim Lipka; Peter Prettenhofer (Lang. Resour. Evaluation, 2011)

Detection of text quality flaws as a one-class classification problem - Maik Anderka; Benno Stein; Nedim Lipka (Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011, 2011)

Robust Models in Information Retrieval - Nedim Lipka; Benno Stein (2011 Database and Expert Systems Applications, DEXA, International Workshops, Toulouse, France, August 29 - Sept. 2, 2011, 2011)

Classifying with Co-stems - A New Representation for Information Filtering - Nedim Lipka; Benno Stein (Advances in Information Retrieval - 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011. Proceedings, 2011)

Towards automatic quality assurance in Wikipedia - Maik Anderka; Benno Stein; Nedim Lipka (Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion Volume), 2011)

Web Genre Analysis: Use Cases, Retrieval Models, and Implementation Issues - Benno Stein; Sven Meyer zu Eissen; Nedim Lipka (Genres on the Web, 2011)

A Comparison of Language Identification Approaches on Short, Query-Style Texts - Thomas Gottron; Nedim Lipka (Advances in Information Retrieval, 32nd European Conference on IR Research, ECIR 2010, Milton Keynes, UK, March 28-31, 2010. Proceedings, 2010)

Identifying featured articles in wikipedia: writing style matters - Nedim Lipka; Benno Stein (Proceedings of the 19th International Conference on World Wide Web, WWW 2010, Raleigh, North Carolina, USA, April 26-30, 2010, 2010)

A knowledge-based giffler-thompson heuristic for rescheduling job-shops - Mark Aufenanger; Nedim Lipka; Benjamin Klöpper; Wilhelm Dangelmaier (2009 IEEE Symposium on Computational Intelligence in Scheduling, CISched 2009, Nashville, TN, USA, April 1-2, 2009, 2009)

Evaluating Cross-Language Explicit Semantic Analysis and Cross Querying - Maik Anderka; Nedim Lipka; Benno Stein (Multilingual Information Access Evaluation I. Text Retrieval Experiments, 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers, 2009)

Evaluating Cross-Language Explicit Semantic Analysis and Cross Querying at TEL@CLEF 2009 - Maik Anderka; Nedim Lipka; Benno Stein (Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30 - October 2, 2009, 2009)

Meta Analysis within Authorship Verification - Benno Stein; Nedim Lipka; Sven Meyer zu Eissen (19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 1-5 September 2008, Turin, Italy, 2008)