Nedim Lipka

Most-cited papers

Graph Neural Networks with Heterophily
Jiong Zhu, Ryan A. Rossi, Anup B. Rao, Tung Mai +3 more
2020AAAI Conference on Artificial Intelligence423 citations Open access
Semantic Scholar
Knowledge Graph Prompting for Multi-Document Question Answering
Yu Wang, Nedim Lipka, Ryan A. Rossi, Alexa F. Siu +2 more
2023AAAI Conference on Artificial Intelligence373 citations Open access
Semantic Scholar
LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding
Yanzhe Zhang, Ruiyi Zhang, Jiuxiang Gu, Yufan Zhou +3 more
2023arXiv.org326 citations Open access
Semantic Scholar
Personalization of Large Language Models: A Survey
Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Y. Shao +17 more
2024arXiv.org147 citations
Semantic Scholar
LongLaMP: A Benchmark for Personalized Long-form Text Generation
Ishita Kumar, Snigdha Viswanathan, Sushrita Yerra, Alireza Salemi +10 more
2024arXiv.org113 citations
Semantic Scholar
A Survey of Small Language Models
Chien Van Nguyen, Xuan Shen, Ryan Aponte, Yu Xia +24 more
2024arXiv.org80 citations
Semantic Scholar
Structured Uncertainty guided Clarification for LLM Agents
Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt +2 more
2025Annual Meeting of the Association for Computational Linguistics51 citations
Semantic Scholar
Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions
Amirreza Shirani, Franck Dernoncourt, P. Asente, Nedim Lipka +3 more
2019Annual Meeting of the Association for Computational Linguistics42 citations Open access
Semantic Scholar
Edge: Enriching Knowledge Graph Embeddings with External Text
Saed Rezayi, Han-Dong Zhao, Sungchul Kim, Ryan A. Rossi +2 more
2021North American Chapter of the Association for Computational Linguistics39 citations Open access
Semantic Scholar
Learning Contextualized Knowledge Structures for Commonsense Reasoning
Jun Yan, Mrigank Raman, Aaron Chan, Tianyu Zhang +5 more
2020Findings39 citations Open access
Semantic Scholar
DynaSaur: Large Language Agents Beyond Predefined Actions
Dang Nguyen, Viet Dac Lai, Seunghyun Yoon, Ryan A. Rossi +8 more
2024arXiv.org35 citations
Semantic Scholar
From Selection to Generation: A Survey of LLM-based Active Learning
Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Jun-Da Wu +30 more
2025Annual Meeting of the Association for Computational Linguistics33 citations
Semantic Scholar
StreamHover: Livestream Transcript Summarization and Annotation
Sangwoo Cho, Franck Dernoncourt, Timothy Jeewun Ganter, Trung Bui +6 more
2021Conference on Empirical Methods in Natural Language Processing32 citations Open access
Semantic Scholar
Conversion Prediction from Clickstream: Modeling Market Prediction and Customer Predictability
Jinyoung Yeo, Seung-won Hwang, Sungchul Kim, Eunyee Koh +1 more
2020IEEE Transactions on Knowledge and Data Engineering31 citations
Semantic Scholar
A Survey on LLM-based Conversational User Simulation
B. Ni, Leyao Wang, Yu Wang, Branislav Kveton +26 more
2026Conference of the European Chapter of the Association for Computational Linguistics28 citations Open access
Semantic Scholar
TaleStream: Supporting Story Ideation with Trope Knowledge
Jean-Peïc Chou, Alexa F. Siu, Nedim Lipka, Ryan A. Rossi +2 more
2023ACM Symposium on User Interface Software and Technology27 citations Open access
Semantic Scholar
A Survey on Small Language Models
Chien Van Nguyen, Xuan Shen, Ryan Aponte, Yu Xia +26 more
2025Recent Advances in Natural Language Processing25 citations
Semantic Scholar
Marco: Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models
Raymond Fok, Nedim Lipka, Tong Sun, Alexa F. Siu
2024International Conference on Human Factors in Computing Systems23 citations Open access
Semantic Scholar
Personalized Multimodal Large Language Models: A Survey
Jun-Da Wu, Hanjia Lyu, Yu Xia, Zhehao Zhang +23 more
2024arXiv.org23 citations
Semantic Scholar
Let Me Choose: From Verbal Context to Font Selection
Amirreza Shirani, Franck Dernoncourt, Jose I. Echevarria, P. Asente +2 more
2020Annual Meeting of the Association for Computational Linguistics22 citations Open access
Semantic Scholar
A Review of Datasets for Aspect-based Sentiment Analysis
Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
2022International Joint Conference on Natural Language Processing21 citations Open access
Semantic Scholar
SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media
Amirreza Shirani, Franck Dernoncourt, Nedim Lipka, P. Asente +2 more
2020International Workshop on Semantic Evaluation21 citations Open access
Semantic Scholar
Supervised Transfer Learning for Product Information Question Answering
T. Lai, Trung Bui, Nedim Lipka, Sheng Li
2018International Conference on Machine Learning and Applications21 citations Open access
Semantic Scholar
VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use
Zhehao Zhang, Ryan A. Rossi, Tong Yu, Franck Dernoncourt +6 more
2024AAAI Conference on Artificial Intelligence20 citations
Semantic Scholar
Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation
Mrigank Raman, Siddhant Agarwal, Peifeng Wang, Aaron Chan +6 more
2020arXiv.org20 citations
Semantic Scholar
Survey of Aspect-based Sentiment Analysis Datasets
Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
2022arXiv.org18 citations Open access
Semantic Scholar
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases
Yong-Jia Lei, Hao-Yu Han, Ryan A. Rossi, Franck Dernoncourt +4 more
2025Annual Meeting of the Association for Computational Linguistics16 citations
Semantic Scholar
A Multi-LLM Debiasing Framework
Deonna M. Owens, Ryan A. Rossi, Sungchul Kim, Tong Yu +6 more
2024International conference: Recent advances in natural language processing16 citations
Semantic Scholar
MLLM as a UI Judge: Benchmarking Multimodal LLMs for Predicting Human Perception of User Interfaces
Reuben Luera, Ryan A. Rossi, Franck Dernoncourt, Samyadeep Basu +11 more
2025arXiv.org15 citations
Semantic Scholar
MATSA: Multi-Agent Table Structure Attribution
Puneet Mathur, Alexa F. Siu, Nedim Lipka, Tong Sun
2024Conference on Empirical Methods in Natural Language Processing14 citations Open access
Semantic Scholar
Survey of User Interface Design and Interaction Techniques in Generative AI Applications
Reuben Luera, Ryan A. Rossi, Alexa F. Siu, Franck Dernoncourt +9 more
2024arXiv.org14 citations
Semantic Scholar
A Hypergraph Neural Network Framework for Learning Hyperedge-Dependent Node Embeddings
Ryan Aponte, Ryan A. Rossi, Shu-Nan Guo, Jane Hoffswell +5 more
2022arXiv.org14 citations Open access
Semantic Scholar
A Simple End-to-End Question Answering Model for Product Information
T. Lai, Trung Bui, Sheng Li, Nedim Lipka
2018ECONLP@ACL14 citations Open access
Semantic Scholar
Multi-LLM Text Summarization
Jiangnan Fang, Cheng-Tse Liu, Jieun Kim, Yash Bhedaru +8 more
2024Recent Advances in Natural Language Processing13 citations
Semantic Scholar
Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs
Sudhanshu Chanpuriya, Ryan A. Rossi, Sungchul Kim, Tong Yu +4 more
2022International Conference on Learning Representations12 citations Open access
Semantic Scholar
Graph Learning with Localized Neighborhood Fairness
April Chen, Ryan A. Rossi, Nedim Lipka, Jane Hoffswell +5 more
2022arXiv.org10 citations Open access
Semantic Scholar
Developing a Conversational Recommendation Systemfor Navigating Limited Options
V. S. Bursztyn, Jennifer Healey, Eunyee Koh, Nedim Lipka +1 more
2021CHI Extended Abstracts10 citations Open access
Semantic Scholar
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes
Isabel O. Gallegos, Ryan Aponte, Ryan A. Rossi, Joe Barrow +9 more
2025North American Chapter of the Association for Computational Linguistics9 citations Open access
Semantic Scholar
Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis
Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
2021Pacific Asia Conference on Language, Information and Computation9 citations
Semantic Scholar
A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality
Mohamed Elmoghany, Ryan A. Rossi, Seunghyun Yoon, Subhojyoti Mukherjee +25 more
20252025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)8 citations Open access
Semantic Scholar
Quantitative LLM Judges
Aishwarya Sahoo, Jeevana Kruthi Karnuthala, Tushar Parmanand Budhwani, Pranchal Agarwal +8 more
2025arXiv.org8 citations
Semantic Scholar
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents
Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt +3 more
2025Conference on Empirical Methods in Natural Language Processing7 citations
Semantic Scholar
MODS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections
Nishant Balepur, Alexa F. Siu, Nedim Lipka, Franck Dernoncourt +3 more
2025North American Chapter of the Association for Computational Linguistics7 citations
Semantic Scholar
Syntopical Graphs for Computational Argumentation Tasks
Joe Barrow, R. Jain, Nedim Lipka, Franck Dernoncourt +5 more
2021Annual Meeting of the Association for Computational Linguistics7 citations Open access
Semantic Scholar
InfinityStory: Unlimited Video Generation with World Consistency and Character-Aware Shot Transitions
Mohamed Elmoghany, Liang-Bing Zhao, Xiaoqian Shen, Subhojyoti Mukherjee +26 more
2026arXiv.org6 citations
Semantic Scholar
Cluster-R1: Large Reasoning Models Are Instruction-following Clustering Agents
Pei-Jun Qing, Puneet Mathur, Nedim Lipka, V. Manjunatha +4 more
2026arXiv.org6 citations
Semantic Scholar
ChartLens: Fine-grained Visual Attribution in Charts
Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt +2 more
2025Annual Meeting of the Association for Computational Linguistics6 citations
Semantic Scholar
Exact Representation of Sparse Networks with Symmetric Nonnegative Embeddings
Sudhanshu Chanpuriya, Ryan A. Rossi, Anup B. Rao, Tung Mai +3 more
2021Neural Information Processing Systems6 citations Open access
Semantic Scholar
ISA: An Intelligent Shopping Assistant
T. Lai, Trung Bui, Nedim Lipka
2020AACL6 citations Open access
Semantic Scholar
Topology-aware Retrieval Augmentation for Text Generation
Yu Wang, Nedim Lipka, Ruiyi Zhang, Alexa F. Siu +5 more
2024International Conference on Information and Knowledge Management5 citations
Semantic Scholar