Lipka, Nedim
- DynaSaur: Large Language Agents Beyond Predefined Actions
2024/11/04 by Dang Nguyen, Deanna D. Nguyen, Viet Dac Lai +23 · 16 voices · 8 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
- Personalization of Large Language Models: A Survey
2024/10/29 by Zhehao Zhang, Zhang, Zhehao, Ryan A. Rossi +41 · 2 voices · 22 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Knowledge Graph Prompting for Multi-Document Question Answering
2023/08/22 by Wang, Yu, Lipka, Nedim, Rossi, Ryan A. +3 · 40 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding
2023/06/29 by Yanzhe Zhang, Zhang, Yanzhe, Ruiyi Zhang +11 · 32 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- LongLaMP: A Benchmark for Personalized Long-form Text Generation
2024/06/27 by Ishita Kumar, Kumar, Ishita, Sushrita Yerra +24 · 18 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- A Survey of Small Language Models
2024/10/25 by Van Nguyen, Chien, Shen, Xuan, Aponte, Ryan +25 · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Towards Open Intent Discovery for Conversational Text
2019/04/17 by Vedula, Nikhita, Lipka, Nedim, Maneriker, Pranav +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use
2024/10/21 by Zhehao Zhang, Zhang, Zhehao, Ryan A. Rossi +17 · 5 citations
Computer Science · Medicine · Neuroscience · #Computation and Language (cs.CL) #Data Visualization and Analytics #FOS: Computer and information sciences #Retinal Imaging and Analysis #Tactile and Sensory Interactions
- Survey of User Interface Design and Interaction Techniques in Generative AI Applications
2024/10/28 by Reuben Luera, Luera, Reuben, Ryan A. Rossi +23 · 1 voice · 4 citations
Computer Science · Psychology · #Context-Aware Activity Recognition Systems #Human-Automation Interaction and Safety #Speech and dialogue systems #cs.AI #cs.CL #cs.HC #cs.LG
- Survey of Aspect-based Sentiment Analysis Datasets
2022/04/11 by Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Chebolu, Siva Uday Sampreeth +5 · 2 citations
Computer Science · Social Sciences · #Sentiment Analysis and Opinion Mining #Computational and Text Analysis Methods
- Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models
2024/05/02 by Raymond Fok, Nedim Lipka, Fok, Raymond +5 · 3 citations
Computer Science · Decision Sciences · #Data Quality and Management #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Scientific Computing and Data Management #Semantic Web and Ontologies
- From Selection to Generation: A Survey of LLM-based Active Learning
2025/02/17 by Yu Xia, Xia, Yu, Subhojyoti Mukherjee +65 · 6 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Open Education and E-Learning #Wikis in Education and Collaboration
- Learning Contextualized Knowledge Structures for Commonsense Reasoning
2020/10/24 by Yan, Jun, Raman, Mrigank, Chan, Aaron +6 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Exact Representation of Sparse Networks with Symmetric Nonnegative Embeddings
2021/11/04 by Sudhanshu Chanpuriya, Ryan A. Rossi, Chanpuriya, Sudhanshu +11 · 1 citation
Physics and Astronomy · Computer Science · Mathematics · #Complex Network Analysis Techniques #Advanced Graph Neural Networks #Graph theory and applications
- Multi-LLM Text Summarization
2024/12/20 by Fang, Jiangnan, Liu, Cheng-Tse, Kim, Jieun +9 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Quantitative LLM Judges
2025/06/03 by Sahoo, Aishwarya, Jeevana Kruthi Karnuthala, Tushar Parmanand Budhwani +19 · 3 citations
Business, Management and Accounting · Social Sciences · #Computation and Language (cs.CL) #Dispute Resolution and Class Actions #FOS: Computer and information sciences #Legal Education and Practice Innovations #Legal Systems and Judicial Processes #Machine Learning (cs.LG)
- Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs
2022/09/30 by Chanpuriya, Sudhanshu, Rossi, Ryan A., Kim, Sungchul +5 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- A Multi-LLM Debiasing Framework
2024/09/20 by Owens, Deonna M., Rossi, Ryan A., Kim, Sungchul +7 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Graph Learning with Localized Neighborhood Fairness
2022/12/22 by April Chen, Ryan A. Rossi, Chen, April +15 · 1 citation
Computer Science · Psychology · Social Sciences · #Advanced Graph Neural Networks #Cognitive Functions and Memory #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- A Hypergraph Neural Network Framework for Learning Hyperedge-Dependent Node Embeddings
2022/12/28 by Ryan Aponte, Aponte, Ryan, Ryan A. Rossi +15 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Data Visualization and Analytics #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases
2025/02/27 by Lei, Yongjia, Han, Haoyu, Rossi, Ryan A. +5 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents
2025/06/02 by Manan Suri, Puneet Mathur, Suri, Manan +11 · 2 citations
Neuroscience · #Computation and Language (cs.CL) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences
- KaPQA: Knowledge-Augmented Product Question-Answering
2024/07/22 by Eppalapally, Swetha, Dangi, Daksh, Bhat, Chaithra +8 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- ChartLens: Fine-grained Visual Attribution in Charts
2025/05/25 by Suri, Manan, Mathur, Puneet, Lipka, Nedim +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Document Attribution: Examining Citation Relationships using Large Language Models
2025/05/09 by Vipula Rawte, Rawte, Vipula, Ryan A. Rossi +5 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Text Readability and Simplification #Topic Modeling