Marina Danilevsky

69 papers A* 10A 8B 4Misc 1Journal 23Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	MTRAG-UN: A Benchmark for Open Challenges in Multi-Turn RAG Conversations. CoRR Sara Rosenthal, Yannis Katsis, Vraj Shah, Lihong He, Lucian Popa, Marina Danilevsky
2025	J	`jnl`	A Library of LLM Intrinsics for Retrieval-Augmented Generation. CoRR Marina Danilevsky, Kristjan H. Greenewald, R. Chulaka Gunasekara, Maeda F. Hanafi, Lihong He, Yannis Katsis, Krishnateja Killamsetty, Yatin Nandwani, Lucian Popa, Dinesh Raghu, Frederick Reiss, Vraj Shah, Khoi-Nguyen Tran, Huaiyu Zhu, Luis A. Lastras
2025	J	`jnl`	A Longitudinal Study on Different Annotator Feedback Loops in Complex RAG Tasks. CoRR Sara Rosenthal, Maeda F. Hanafi, Yannis Katsis, Lucian Popa, Marina Danilevsky
2025	—	`conf`	Creating Conversational Datasets for Retrieval-Augmented Generation Applications is Hard: Challenges & Research Opportunities. CHI Extended Abstracts Maeda F. Hanafi, Kshitij Fadnis, Marina Danilevsky, Sara Rosenthal, Yannis Katsis
2025	A*	`conf`	DELIFT: Data Efficient Language model Instruction Fine-Tuning. ICLR Ishika Agarwal, Krishnateja Killamsetty, Lucian Popa, Marina Danilevsky
2025	—	`conf`	Emerging Reliance Behaviors in Human-AI Content Grounded Data Generation: The Role of Cognitive Forcing Functions and Hallucinations. CHIWORK Zahra Ashktorab, Michael Desmond, Qian Pan, James Johnson, Michelle Brachman, Casey Dugan, Marina Danilevsky, Werner Geyer
2025	—	`conf`	InspectorRAGet: An Introspection Platform for RAG Evaluation. NAACL (System Demonstrations) Kshitij P. Fadnis, Siva Sankalp Patel, Odellia Boni, Yannis Katsis, Sara Rosenthal, Benjamin Sznajder, Marina Danilevsky
2025	J	`jnl`	MTRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems. CoRR Yannis Katsis, Sara Rosenthal, Kshitij Fadnis, R. Chulaka Gunasekara, Young-Suk Lee, Lucian Popa, Vraj Shah, Huaiyu Zhu, Danish Contractor, Marina Danilevsky
2025	J	`jnl`	RAGAPHENE: A RAG Annotation Platform with Human Enhancements and Edits. CoRR Kshitij Fadnis, Sara Rosenthal, Maeda F. Hanafi, Yannis Katsis, Marina Danilevsky
2025	J	`jnl`	mtRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems. Trans. Assoc. Comput. Linguistics Yannis Katsis, Sara Rosenthal, Kshitij Fadnis, Chulaka Gunasekara, Young-Suk Lee, Lucian Popa, Vraj Shah, Huaiyu Zhu, Danish Contractor, Marina Danilevsky
2024	J	`jnl`	Emerging Reliance Behaviors in Human-AI Text Generation: Hallucinations, Data Quality Assessment, and Cognitive Forcing Functions. CoRR Zahra Ashktorab, Qian Pan, Werner Geyer, Michael Desmond, Marina Danilevsky, James M. Johnson, Casey Dugan, Michelle Brachman
2024	Misc	`conf`	How Can Personalized Context Help? Exploring Joint Retrieval of Passage and Personalized Context. ICASSP Hui Wan, Hongkang Li, Songtao Lu, Xiaodong Cui, Marina Danilevsky
2024	J	`jnl`	InspectorRAGet: An Introspection Platform for RAG Evaluation. CoRR Kshitij Fadnis, Siva Sankalp Patel, Odellia Boni, Yannis Katsis, Sara Rosenthal, Benjamin Sznajder, Marina Danilevsky
2023	J	`jnl`	Evaluating Robustness of Dialogue Summarization Models in the Presence of Naturally Occurring Variations. CoRR Ankita Gupta, R. Chulaka Gunasekara, Hui Wan, Jatin Ganhotra, Sachindra Joshi, Marina Danilevsky
2023	J	`jnl`	How Can Context Help? Exploring Joint Retrieval of Passage and Personalized Context. CoRR Hui Wan, Hongkang Li, Songtao Lu, Xiaodong Cui, Marina Danilevsky
2023	—	`conf`	PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems Evaluation. EACL (Findings) Ishan Jindal, Alexandre Rademaker, Khoi-Nguyen Tran, Huaiyu Zhu, Hiroshi Kanayama, Marina Danilevsky, Yunyao Li
2023	—	`conf`	Semi-Structured Object Sequence Encoders. EMNLP (Findings) Rudra Murthy V, Riyaz A. Bhat, R. Chulaka Gunasekara, Siva Sankalp Patel, Hui Wan, Tejas I. Dhamecha, Danish Contractor, Marina Danilevsky
2023	J	`jnl`	Semi-Structured Object Sequence Encoders. CoRR Rudra Murthy V, Riyaz A. Bhat, R. Chulaka Gunasekara, Siva Sankalp Patel, Hui Wan, Tejas Indulal Dhamecha, Danish Contractor, Marina Danilevsky
2022	—	`conf`	Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours. EMNLP (Demos) Eyal Shnarch, Alon Halfon, Ariel Gera, Marina Danilevsky, Yannis Katsis, Leshem Choshen, Martín Santillán Cooper, Dina Epelboim, Zheng Zhang, Dakuo Wang
2022	J	`jnl`	Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours. CoRR Eyal Shnarch, Alon Halfon, Ariel Gera, Marina Danilevsky, Yannis Katsis, Leshem Choshen, Martín Santillán Cooper, Dina Epelboim, Zheng Zhang, Dakuo Wang, Lucy Yip, Liat Ein-Dor, Lena Dankin, Ilya Shnayderman, Ranit Aharonov, Yunyao Li, Naftali Liberman, Philip Levin Slesarev, Gwilym Newton, Shila Ofek-Koifman, Noam Slonim, Yoav Katz
2022	—	`conf`	Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming. ACL (Findings) Ayush Maheshwari, Krishnateja Killamsetty, Ganesh Ramakrishnan, Rishabh K. Iyer, Marina Danilevsky, Lucian Popa
2022	J	`jnl`	PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems Evaluation. CoRR Ishan Jindal, Alexandre Rademaker, Khoi-Nguyen Tran, Huaiyu Zhu, Hiroshi Kanayama, Marina Danilevsky, Yunyao Li
2021	—	`conf`	Development of an Enterprise-Grade Contract Understanding System. NAACL-HLT (Industry Papers) Arvind Agarwal, Laura Chiticariu, Poornima Chozhiyath Raman, Marina Danilevsky, Diman Ghazi, Ankush Gupta, Shanmukha C. Guttula, Yannis Katsis, Rajasekar Krishnamurthy, Yunyao Li, Shubham Mudgal, Vitobha Munigala, Nicholas Phan, Dhaval Sonawane, Sneha Srinivasan, Sudarshan R. Thitte, Mitesh Vasa, Ramiya Venkatachalam, Vinitha Yaski, Huaiyu Zhu
2021	A*	`conf`	Explainability for Natural Language Processing. KDD Marina Danilevsky, Shipi Dhanorkar, Yunyao Li, Lucian Popa, Kun Qian, Anbang Xu
2021	A	`conf`	Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models. IUI Soya Park, April Yi Wang, Ban Kawas, Q. Vera Liao, David Piorkowski, Marina Danilevsky
2021	J	`jnl`	Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models. CoRR Soya Park, April Yi Wang, Ban Kawas, Q. Vera Liao, David Piorkowski, Marina Danilevsky
2021	J	`jnl`	Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming. CoRR Ayush Maheshwari, Krishnateja Killamsetty, Ganesh Ramakrishnan, Rishabh K. Iyer, Marina Danilevsky, Lucian Popa
2021	—	`conf`	SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS). SemEval@ACL/IJCNLP Nancy Xin Ru Wang, Diwakar Mahajan, Marina Danilevsky, Sara Rosenthal
2021	J	`jnl`	SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS). CoRR Nancy Xin Ru Wang, Diwakar Mahajan, Marina Danilevsky, Sara Rosenthal
2021	—	`conf`	XNLP: A Living Survey for XAI Research in Natural Language Processing. IUI Companion Kun Qian, Marina Danilevsky, Yannis Katsis, Ban Kawas, Erick Oduor, Lucian Popa, Yunyao Li
2020	—	`conf`	A Survey of the State of Explainable AI for Natural Language Processing. AACL/IJCNLP Marina Danilevsky, Kun Qian, Ranit Aharonov, Yannis Katsis, Ban Kawas, Prithviraj Sen
2020	J	`jnl`	A Survey of the State of Explainable AI for Natural Language Processing. CoRR Marina Danilevsky, Kun Qian, Ranit Aharonov, Yannis Katsis, Ban Kawas, Prithviraj Sen
2020	—	`conf`	Active Learning for BERT: An Empirical Study. EMNLP (1) Liat Ein-Dor, Alon Halfon, Ariel Gera, Eyal Shnarch, Lena Dankin, Leshem Choshen, Marina Danilevsky, Ranit Aharonov, Yoav Katz, Noam Slonim
2020	—	`conf`	Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification. EMNLP (1) Prithviraj Sen, Marina Danilevsky, Yunyao Li, Siddhartha Brahma, Matthias Boehm, Laura Chiticariu, Rajasekar Krishnamurthy
2020	J	`jnl`	Making AI Machines Work for Humans in FoW. SIGMOD Rec. Sihem Amer-Yahia, Senjuti Basu Roy, Lei Chen, Atsuyuki Morishima, James Abello Monedero, Pierre Bourhis, François Charoy, Marina Danilevsky, Gautam Das, Gianluca Demartini, Shady Elbassuoni, David Gross-Amblard, Emilie Hoareau, Munenari Inoguchi, Jared B. Kenworthy, Itaru Kitahara, Dongwon Lee, Yunyao Li, Ria Mae Borromeo, Paolo Papotti, H. Raghav Rao, Sudeepa Roy, Pierre Senellart, Keishi Tajima, Saravanan Thirumuruganathan, Marion Tommasi, Kazutoshi Umemoto, Andrea Wiggins, Koichiro Yoshida
2020	J	`jnl`	Table Extraction and Understanding for Scientific and Enterprise Applications. Proc. VLDB Endow. Doug Burdick, Marina Danilevsky, Alexandre V. Evfimievski, Yannis Katsis, Nancy Xin Ru Wang
2020	—	`conf`	WhyFlow: Explaining Errors in Data Flows Interactively. DaSH@KDD Maeda F. Hanafi, Azza Abouzied, Marina Danilevsky, Yunyao Li
2018	B	`conf`	DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding. CoNLL Min Li, Marina Danilevsky, Sara Noeman, Yunyao Li
2018	—	`conf`	SystemT: Declarative Text Understanding for Enterprise. NAACL-HLT (3) Laura Chiticariu, Marina Danilevsky, Yunyao Li, Frederick Reiss, Huaiyu Zhu
2018	—	`ch.`	Web Information Extraction. Encyclopedia of Database Systems (2nd ed.) Laura Chiticariu, Marina Danilevsky, Howard Ho, Rajasekar Krishnamurthy, Yunyao Li, Sriram Raghavan, Frederick Reiss, Shivakumar Vaithyanathan, Huaiyu Zhu
2017	A	`conf`	A Method to Accelerate Human in the Loop Clustering. SDM Anni Coden, Marina Danilevsky, Daniel Gruhl, Linda Kato, Meena Nagarajan
2017	A	`conf`	A Rectangle Mining Method for Understanding the Semantics of Financial Tables. ICDAR Xilun Chen, Laura Chiticariu, Marina Danilevsky, Alexandre V. Evfimievski, Prithviraj Sen
2017	J	`jnl`	Creation and Interaction with Large-scale Domain-Specific Knowledge Bases. Proc. VLDB Endow. Shreyas Bharadwaj, Laura Chiticariu, Marina Danilevsky, Samarth Dhingra, Samved Divekar, Arnaldo Carreno-Fuentes, Himanshu Gupta, Nitin Gupta, Sang-Don Han, Mauricio A. Hernández, Howard Ho, Parag Jain, Salil Joshi, Hima Karanam, Saravanan Krishnan, Rajasekar Krishnamurthy, Yunyao Li, Satishkumaar Manivannan, Ashish R. Mittal, Fatma Ozcan, Abdul Quamar, Poornima Raman, Diptikalyan Saha, Karthik Sankaranarayanan, Jaydeep Sen, Prithviraj Sen, Shivakumar Vaithyanathan, Mitesh Vasa, Hao Wang, Huaiyu Zhu
2016	—	`conf`	Multilingual Information Extraction with PolyglotIE. COLING (Demos) Alan Akbik, Laura Chiticariu, Marina Danilevsky, Yonas Kbrom, Yunyao Li, Huaiyu Zhu
2015	J	`jnl`	Constructing topical hierarchies in heterogeneous information networks. Knowl. Inf. Syst. Chi Wang, Jialu Liu, Nihit Desai, Marina Danilevsky, Jiawei Han
2015	—	`conf`	Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling. ACL (1) Alan Akbik, Laura Chiticariu, Marina Danilevsky, Yunyao Li, Shivakumar Vaithyanathan, Huaiyu Zhu
2014	A	`conf`	Automatic Construction and Ranking of Topical Keyphrases on Collections of Short Documents. SDM Marina Danilevsky, Chi Wang, Nihit Desai, Xiang Ren, Jingyi Guo, Jiawei Han
2014	—	`—`	Discovering latent topical phrases in document collections and networks with text components: Leveraging text mining and information network analysis for human oriented applications Marina Danilevsky
2014	J	`jnl`	Pagination: It's what you say, not how long it takes to say it. CoRR Joshua M. Hailpern, Niranjan Damera Venkata, Marina Danilevsky
2014	B	`conf`	Pagination: it's what you say, not how long it takes to say it. ACM Symposium on Document Engineering Joshua M. Hailpern, Niranjan Damera Venkata, Marina Danilevsky
2014	B	`conf`	Truncation: all the news that fits we'll print. ACM Symposium on Document Engineering Joshua M. Hailpern, Niranjan Damera Venkata, Marina Danilevsky
2013	A*	`conf`	A phrase mining framework for recursive construction of a topical hierarchy. KDD Chi Wang, Marina Danilevsky, Nihit Desai, Yinan Zhang, Phuong Nguyen, Thrivikrama Taula, Jiawei Han
2013	A	`conf`	ACES: a cross-discipline platform and method for communication and language research. CSCW Joshua M. Hailpern, Marina Danilevsky, Andrew Harris, Sunah Suh, Reed LaBotz, Karrie Karahalios
2013	A*	`conf`	AMETHYST: a system for mining and exploring topical hierarchies of heterogeneous data. KDD Marina Danilevsky, Chi Wang, Fangbo Tao, Son Nguyen, Gong Chen, Nihit Desai, Lidan Wang, Jiawei Han
2013	A*	`conf`	Constructing Topical Hierarchies in Heterogeneous Information Networks. ICDM Chi Wang, Marina Danilevsky, Jialu Liu, Nihit Desai, Heng Ji, Jiawei Han
2013	A*	`conf`	EventCube: multi-dimensional search and mining of structured and text data. KDD Fangbo Tao, Kin Hou Lei, Jiawei Han, ChengXiang Zhai, Xiao Cheng, Marina Danilevsky, Nihit Desai, Bolin Ding, Jing Ge, Heng Ji, Rucha Kanade, Anne Kao, Qi Li, Yanen Li, Cindy Xide Lin, Jialu Liu, Nikunj C. Oza, Ashok N. Srivastava, Rodney Tjoelker, Chi Wang, Duo Zhang, Bo Zhao
2013	—	`conf`	Information graph model and application to online advertising. UEO@CIKM Marina Danilevsky, Eunyee Koh
2013	J	`jnl`	KERT: Automatic Extraction and Ranking of Topical Keyphrases from Content-Representative Document Titles. CoRR Marina Danilevsky, Chi Wang, Nihit Desai, Jingyi Guo, Jiawei Han
2013	A*	`conf`	Large-Scale Spectral Clustering on Graphs. IJCAI Jialu Liu, Chi Wang, Marina Danilevsky, Jiawei Han
2012	—	`conf`	Efficient mining of correlated sequential patterns based on null hypothesis. Web-KRM@CIKM Cindy Xide Lin, Ming Ji, Marina Danilevsky, Jiawei Han
2012	A	`conf`	Locality Preserving Feature Learning. AISTATS Quanquan Gu, Marina Danilevsky, Zhenhui Li, Jiawei Han
2011	A	`conf`	ACES: aphasia emulation, realism, and the turing test. ASSETS Joshua M. Hailpern, Marina Danilevsky, Karrie Karahalios
2011	A*	`conf`	ACES: promoting empathy towards aphasia through language distortion emulation software. CHI Joshua M. Hailpern, Marina Danilevsky, Andrew Harris, Karrie Karahalios, Gary S. Dell, Julie Hengst
2011	A*	`conf`	Ranking-based classification of heterogeneous information networks. KDD Ming Ji, Jiawei Han, Marina Danilevsky
2011	B	`conf`	SCENE: Structural Conversation Evolution NEtwork. ASONAM Marina Danilevsky, Joshua M. Hailpern, Jiawei Han
2011	A*	`conf`	The Joint Inference of Topic Diffusion and Evolution in Social Communities. ICDM Cindy Xide Lin, Qiaozhu Mei, Jiawei Han, Yunliang Jiang, Marina Danilevsky
2011	—	`conf`	WINACS: construction and analysis of web-based computer science information networks. SIGMOD Conference Tim Weninger, Marina Danilevsky, Fabio Fumarola, Joshua M. Hailpern, Jiawei Han, Thomas J. Johnston, Surya Kallumadi, Hyungsul Kim, Zhijin Li, David McCloskey, Yizhou Sun, Nathan E. TeGrotenhuis, Chi Wang, Xiao Yu
2010	—	`conf`	Graph Regularized Transductive Classification on Heterogeneous Information Networks. ECML/PKDD (1) Ming Ji, Yizhou Sun, Marina Danilevsky, Jiawei Han, Jing Gao
2010	A	`conf`	Walking in another's shoes: aphasia emulation software. ASSETS Joshua M. Hailpern, Marina Danilevsky, Karrie Karahalios