Francis Ferraro

90 papers A* 12A 2B 6Misc 1Journal 43Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Beyond Math: Stories as a Testbed for Memorization-Constrained Reasoning in LLMs. EACL (Volume 1: Long Papers) Yuxuan Jiang, Francis Ferraro
2026	J	`jnl`	SCRIBE: Structured Mid-Level Supervision for Tool-Using Language Models. CoRR Yuxuan Jiang, Francis Ferraro
2025	B	`conf`	ADAPTIVE IE: Investigating the Complementarity of Human-AI Collaboration to Adaptively Extract Information on-the-fly. COLING Ishani Mondal, Michelle Yuan, Anandhavelu Natarajan, Aparna Garimella, Francis Ferraro, Andrew Blair-Stanek, Benjamin Van Durme, Jordan Lee Boyd-Graber
2025	—	`conf`	CoRE: Condition-based Reasoning for Identifying Outcome Variance in Complex Events. ACL (Findings) Sai P. Vallurupalli, Francis Ferraro
2025	J	`jnl`	CoRE: Condition-based Reasoning for Identifying Outcome Variance in Complex Events. CoRR Sai Vallurupalli, Francis Ferraro
2025	A*	`conf`	Do LLMs Adhere to Label Definitions? Examining Their Receptivity to External Label Definitions. EMNLP Seyedali Mohammadi, Bhaskara Hanuma Vedula, Hemank Lamba, Edward Raff, Ponnurangam Kumaraguru, Francis Ferraro, Manas Gaur
2025	J	`jnl`	Do LLMs Adhere to Label Definitions? Examining Their Receptivity to External Label Definitions. CoRR Seyedali Mohammadi, Bhaskara Hanuma Vedula, Hemank Lamba, Edward Raff, Ponnurangam Kumaraguru, Francis Ferraro, Manas Gaur
2025	J	`jnl`	FRIDA to the Rescue! Analyzing Synthetic Data Effectiveness in Object-Based Common Sense Reasoning for Disaster Response. CoRR Mollie Shichman, Claire Bonial, Austin Blodgett, Taylor Hudson, Francis Ferraro, Rachel Rudinger
2025	J	`jnl`	If We May De-Presuppose: Robustly Verifying Claims through Presupposition-Free Question Decomposition. CoRR Shubhashis Roy Dipta, Francis Ferraro
2025	J	`jnl`	Inductive Bias Extraction and Matching for LLM Prompts. CoRR Christian M. Angel, Francis Ferraro
2025	—	`conf`	Optimizing the Optimal Weighted Average: Efficient Distributed Sparse Classification. ECML/PKDD (5) Fred Lu, Ryan R. Curtin, Edward Raff, Francis Ferraro, James Holt
2025	—	`conf`	Q2E: Query-to-Event Decomposition for Zero-Shot Multilingual Text-to-Video Retrieval. IJCNLP-AACL (long papers) Shubhashis Roy Dipta, Francis Ferraro
2025	J	`jnl`	Q2E: Query-to-Event Decomposition for Zero-Shot Multilingual Text-to-Video Retrieval. CoRR Shubhashis Roy Dipta, Francis Ferraro
2025	J	`jnl`	TAG-EQA: Text-And-Graph for Event Question Answering via Structured Prompting Strategies. CoRR Maithili Kadam, Francis Ferraro
2025	J	`jnl`	WikiVideo: Article Generation from Multiple Videos. CoRR Alexander Martin, Reno Kriz, William Gantt Walden, Kate Sanders, Hannah Recknor, Eugene Yang, Francis Ferraro, Benjamin Van Durme
2024	—	`conf`	A Large Model's Ability to Identify 3D Objects as a Function of Viewing Angle. AIxVR Jacob Rubinstein, Francis Ferraro, Cynthia Matuszek, Don Engel
2024	—	`conf`	Enhancing Knowledge Graph Consistency through Open Large Language Models: A Case Study. AAAI Spring Symposia Ankur Padia, Francis Ferraro, Tim Finin
2024	B	`conf`	GPT-4 as a Moral Reasoner for Robot Command Rejection. HAI Ruchen Wen, Francis Ferraro, Cynthia Matuszek
2024	A*	`conf`	High-Dimensional Distributed Sparse Classification with Scalable Communication-Efficient Global Updates. KDD Fred Lu, Ryan R. Curtin, Edward Raff, Francis Ferraro, James Holt
2024	J	`jnl`	High-Dimensional Distributed Sparse Classification with Scalable Communication-Efficient Global Updates. CoRR Fred Lu, Ryan R. Curtin, Edward Raff, Francis Ferraro, James Holt
2024	B	`conf`	Living off the Analyst: Harvesting Features from Yara Rules for Malware Detection. IEEE Big Data Siddhant Gupta, Fred Lu, Andrew Barlow, Edward Raff, Francis Ferraro, Cynthia Matuszek, Charles Nicholas, James Holt
2024	J	`jnl`	Living off the Analyst: Harvesting Features from Yara Rules for Malware Detection. CoRR Siddhant Gupta, Fred Lu, Andrew Barlow, Edward Raff, Francis Ferraro, Cynthia Matuszek, Charles Nicholas, James Holt
2024	J	`jnl`	Memorization Over Reasoning? Exposing and Mitigating Verbatim Memorization in Large Language Models' Character Understanding Evaluation. CoRR Yuxuan Jiang, Francis Ferraro
2024	J	`jnl`	Optimizing the Optimal Weighted Average: Efficient Distributed Sparse Classification. CoRR Fred Lu, Ryan R. Curtin, Edward Raff, Francis Ferraro, James Holt
2024	—	`ed.`	Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, NAACL 2024, Mexico City, Mexico, June 18, 2024 NAACL (Student Research Workshop) Yang Trista Cao, Isabel Papadimitriou, Anaelia Ovalle, Marcos Zampieri, Francis Ferraro, Swabha Swayamdipta
2024	—	`conf`	SAGA: A Participant-specific Examination of Story Alternatives and Goal Applicability for a Deeper Understanding of Complex Events. ACL (Findings) Sai Vallurupalli, Katrin Erk, Francis Ferraro
2024	J	`jnl`	SAGA: A Participant-specific Examination of Story Alternatives and Goal Applicability for a Deeper Understanding of Complex Events. CoRR Sai Vallurupalli, Katrin Erk, Francis Ferraro
2024	J	`jnl`	WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions. CoRR Seyedali Mohammadi, Edward Raff, Jinendra Malekar, Vedant Palit, Francis Ferraro, Manas Gaur
2023	J	`jnl`	<tt>PASTA</tt>: A Dataset for Modeling PArticipant STAtes in Narratives. Trans. Assoc. Comput. Linguistics Sayontan Ghosh, Mahnaz Koupaee, Isabella Chen, Francis Ferraro, Nathanael Chambers, Niranjan Balasubramanian
2023	J	`jnl`	InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction. CoRR Ishani Mondal, Michelle Yuan, Anandhavelu Natarajan, Aparna Garimella, Francis Ferraro, Andrew Blair-Stanek, Benjamin Van Durme, Jordan L. Boyd-Graber
2023	J	`jnl`	Multimodal Language Learning for Object Retrieval in Low Data Regimes in the Face of Missing Modalities. Trans. Mach. Learn. Res. Kasra Darvish, Edward Raff, Francis Ferraro, Cynthia Matuszek
2023	A*	`conf`	Neural Bregman Divergences for Distance Learning. ICLR Fred Lu, Edward Raff, Francis Ferraro
2023	A	`conf`	RevUp: Revise and Update Information Bottleneck for Event Representation. EACL Mehdi Rezaee, Francis Ferraro
2023	—	`conf`	SAGEViz: SchemA GEneration and Visualization. EMNLP (Demos) Sugam Devare, Mahnaz Koupaee, Gautham Gunapati, Sayontan Ghosh, Sai Vallurupalli, Yash Kumar Lal, Francis Ferraro, Nathanael Chambers, Greg Durrett, Raymond J. Mooney, Katrin Erk, Niranjan Balasubramanian
2023	—	`conf`	Semantically-informed Hierarchical Event Modeling. *SEM@ACL Shubhashis Roy Dipta, Mehdi Rezaee, Francis Ferraro
2022	A*	`conf`	A General Framework for Auditing Differentially Private Machine Learning. NeurIPS Fred Lu, Joseph Munoz, Maya Fuchs, Tyler LeBlond, Elliott Zaresky-Williams, Edward Raff, Francis Ferraro, Brian Testa
2022	J	`jnl`	A General Framework for Auditing Differentially Private Machine Learning. CoRR Fred Lu, Joseph Munoz, Maya Fuchs, Tyler LeBlond, Elliott Zaresky-Williams, Edward Raff, Francis Ferraro, Brian Testa
2022	A*	`conf`	Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech. AAAI Gaoussou Youssouf Kebe, Luke E. Richards, Edward Raff, Francis Ferraro, Cynthia Matuszek
2022	A	`conf`	Continuously Generalized Ordinal Regression for Linear and Deep Models. SDM Fred Lu, Francis Ferraro, Edward Raff
2022	J	`jnl`	Continuously Generalized Ordinal Regression for Linear and Deep Models. CoRR Fred Lu, Francis Ferraro, Edward Raff
2022	—	`conf`	Jointly Identifying and Fixing Inconsistent Readings from Information Extraction Systems. DeeLIO@ACL Ankur Padia, Francis Ferraro, Tim Finin
2022	J	`jnl`	Neural Bregman Divergences for Distance Learning. CoRR Fred Lu, Edward Raff, Francis Ferraro
2022	J	`jnl`	PASTA: A Dataset for Modeling Participant States in Narratives. CoRR Sayontan Ghosh, Mahnaz Koupaee, Isabella Chen, Francis Ferraro, Nathanael Chambers, Niranjan Balasubramanian
2022	A*	`conf`	POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events. EMNLP Sai Vallurupalli, Sayontan Ghosh, Katrin Erk, Niranjan Balasubramanian, Francis Ferraro
2022	J	`jnl`	POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events. CoRR Sai Vallurupalli, Sayontan Ghosh, Katrin Erk, Niranjan Balasubramanian, Francis Ferraro
2022	J	`jnl`	RevUp: Revise and Update Information Bottleneck for Event Representation. CoRR Mehdi Rezaee, Francis Ferraro
2022	J	`jnl`	Semantically-informed Hierarchical Event Modeling. CoRR Shubhashis Roy Dipta, Mehdi Rezaee, Francis Ferraro
2021	—	`conf`	A Simulator for Human-Robot Interaction in Virtual Reality. VR Workshops Mark Murnane, Padraig Higgins, Monali Saraf, Francis Ferraro, Cynthia Matuszek, Don Engel
2021	—	`conf`	A Spoken Language Dataset of Descriptions for Speech-Based Grounded Language Learning. NeurIPS Datasets and Benchmarks Gaoussou Youssouf Kebe, Padraig Higgins, Patrick Jenkins, Kasra Darvish, Rishabh Sachdeva, Ryan Barron, John Winder, Don Engel, Edward Raff, Francis Ferraro, Cynthia Matuszek
2021	J	`jnl`	Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech. CoRR Gaoussou Youssouf Kebe, Luke E. Richards, Edward Raff, Francis Ferraro, Cynthia Matuszek
2021	J	`jnl`	Discriminative and Generative Transformer-based Models For Situation Entity Classification. CoRR Mehdi Rezaee, Kasra Darvish, Gaoussou Youssouf Kebe, Francis Ferraro
2021	—	`conf`	Event Representation with Sequential, Semi-Supervised Discrete Variables. NAACL-HLT Mehdi Rezaee, Francis Ferraro
2021	—	`conf`	Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment. ACL/IJCNLP (Findings) Ashwinkumar Ganesan, Francis Ferraro, Tim Oates
2021	J	`jnl`	Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment. CoRR Ashwinkumar Ganesan, Francis Ferraro, Tim Oates
2021	Misc	`conf`	Measuring Perceptual and Linguistic Complexity in Multilingual Grounded Language Data. FLAIRS Nisha Pillai, Cynthia Matuszek, Francis Ferraro
2021	B	`conf`	Neural Variational Learning for Grounded Language Acquisition. RO-MAN Nisha Pillai, Cynthia Matuszek, Francis Ferraro
2021	J	`jnl`	Neural Variational Learning for Grounded Language Acquisition. CoRR Nisha Pillai, Cynthia Matuszek, Francis Ferraro
2021	J	`jnl`	Transferring Semantic Knowledge Into Language Encoders. CoRR Mohammad Umair, Francis Ferraro
2020	A*	`conf`	A Discrete Variational Recurrent Topic Model without the Reparametrization Trick. NeurIPS Mehdi Rezaee, Francis Ferraro
2020	J	`jnl`	A Discrete Variational Recurrent Topic Model without the Reparametrization Trick. CoRR Mehdi Rezaee, Francis Ferraro
2020	A*	`conf`	CASIE: Extracting Cybersecurity Event Information from Text. AAAI Taneeya Satyapanich, Francis Ferraro, Tim Finin
2020	J	`jnl`	Event Representation with Sequential, Semi-Supervised Discrete Variables. CoRR Mehdi Rezaee, Francis Ferraro
2020	J	`jnl`	On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling. CoRR Rajat Patel, Francis Ferraro
2020	J	`jnl`	Presentation and Analysis of a Multimodal Dataset for Grounded LanguageLearning. CoRR Patrick Jenkins, Rishabh Sachdeva, Gaoussou Youssouf Kebe, Padraig Higgins, Kasra Darvish, Edward Raff, Don Engel, John Winder, Francis Ferraro, Cynthia Matuszek
2020	—	`conf`	Sampling Approach Matters: Active Learning for Robotic Language Acquisition. IEEE BigData Nisha Pillai, Edward Raff, Francis Ferraro, Cynthia Matuszek
2020	J	`jnl`	Sampling Approach Matters: Active Learning for Robotic Language Acquisition. CoRR Nisha Pillai, Edward Raff, Francis Ferraro, Cynthia Matuszek
2020	B	`conf`	The Universal Decompositional Semantics Dataset and Decomp Toolkit. LREC Aaron Steven White, Elias Stengel-Eskin, Siddharth Vashishtha, Venkata Subrahmanyan Govindarajan, Dee Ann Reisinger, Tim Vieira, Keisuke Sakaguchi, Sheng Zhang, Francis Ferraro, Rachel Rudinger, Kyle Rawlins, Benjamin Van Durme
2019	B	`conf`	Building Language-Agnostic Grounded Language Learning Systems. RO-MAN Caroline Kery, Nisha Pillai, Cynthia Matuszek, Francis Ferraro
2019	—	`conf`	Extracting Rich Semantic Information about Cybersecurity Events. IEEE BigData Taneeya Satyapanich, Tim Finin, Francis Ferraro
2019	J	`jnl`	Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization. CoRR Ankur Padia, Konstantinos Kalpakis, Francis Ferraro, Tim Finin
2019	J	`jnl`	Knowledge graph fact prediction via knowledge-enriched tensor factorization. J. Web Semant. Ankur Padia, Konstantinos Kalpakis, Francis Ferraro, Tim Finin
2019	—	`conf`	Learning from human-robot interactions in modeled scenes. SIGGRAPH Posters Mark Murnane, Max Breitmeyer, Francis Ferraro, Cynthia Matuszek, Don Engel
2019	—	`conf`	Reflections on: Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization. JT@ISWC Ankur Padia, Konstantinos Kalpakis, Francis Ferraro, Tim Finin
2019	J	`jnl`	The Universal Decompositional Semantics Dataset and Decomp Toolkit. CoRR Aaron Steven White, Elias Stengel-Eskin, Siddharth Vashishtha, Venkata Subrahmanyan Govindarajan, Dee Ann Reisinger, Tim Vieira, Keisuke Sakaguchi, Sheng Zhang, Francis Ferraro, Rachel Rudinger, Kyle Rawlins, Benjamin Van Durme
2018	J	`jnl`	SURFACE: Semantically Rich Fact Validation with Explanations. CoRR Ankur Padia, Francis Ferraro, Tim Finin
2018	—	`conf`	Team UMBC-FEVER : Claim verification using Semantic Lexical Resources. FEVER@EMNLP Ankur Padia, Francis Ferraro, Tim Finin
2018	—	`conf`	UMBC at SemEval-2018 Task 8: Understanding Text about Malware. SemEval@NAACL-HLT Ankur Padia, Arpita Roy, Taneeya Satyapanich, Francis Ferraro, Shimei Pan, Youngja Park, Anupam Joshi, Tim Finin
2017	—	`conf`	Frame-Based Continuous Lexical Semantics through Exponential Family Tensor Factorization and Semantic Proto-Roles. *SEM Francis Ferraro, Adam Poliak, Ryan Cotterell, Benjamin Van Durme
2017	J	`jnl`	Frame-Based Continuous Lexical Semantics through Exponential Family Tensor Factorization and Semantic Proto-Roles. CoRR Francis Ferraro, Adam Poliak, Ryan Cotterell, Benjamin Van Durme
2016	A*	`conf`	A Unified Bayesian Model of Scripts, Frames and Language. AAAI Francis Ferraro, Benjamin Van Durme
2016	—	`conf`	Visual Storytelling. HLT-NAACL Ting-Hao (Kenneth) Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross B. Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell
2016	J	`jnl`	Visual Storytelling. CoRR Ting-Hao (Kenneth) Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross B. Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell
2015	—	`conf`	A Concrete Chinese NLP Pipeline. HLT-NAACL Nanyun Peng, Francis Ferraro, Mo Yu, Nicholas Andrews, Jay DeYoung, Max Thomas, Matthew R. Gormley, Travis Wolfe, Craig Harman, Benjamin Van Durme, Mark Dredze
2015	A*	`conf`	A Survey of Current Datasets for Vision and Language Research. EMNLP Francis Ferraro, Nasrin Mostafazadeh, Ting-Hao (Kenneth) Huang, Lucy Vanderwende, Jacob Devlin, Michel Galley, Margaret Mitchell
2015	J	`jnl`	On Available Corpora for Empirical Methods in Vision & Language. CoRR Francis Ferraro, Nasrin Mostafazadeh, Ting-Hao (Kenneth) Huang, Lucy Vanderwende, Jacob Devlin, Michel Galley, Margaret Mitchell
2015	A*	`conf`	Script Induction as Language Modeling. EMNLP Rachel Rudinger, Pushpendre Rastogi, Francis Ferraro, Benjamin Van Durme
2015	J	`jnl`	Semantic Proto-Roles. Trans. Assoc. Comput. Linguistics Dee Ann Reisinger, Rachel Rudinger, Francis Ferraro, Craig Harman, Kyle Rawlins, Benjamin Van Durme
2015	A*	`conf`	Topic Identification and Discovery on Text and Speech. EMNLP Chandler May, Francis Ferraro, Alan McCree, Jonathan Wintrode, Daniel Garcia-Romero, Benjamin Van Durme
2012	—	`conf`	Judging Grammaticality with Count-Induced Tree Substitution Grammars. BEA@NAACL-HLT Francis Ferraro, Matt Post, Benjamin Van Durme
2011	—	`conf`	Recognizing manipulation actions in arts and crafts shows using domain-specific visual and textual cues. ICCV Workshops Benjamin Sapp, Rizwan Chaudhry, Xiaodong Yu, Gautam Singh, Ian Perera, Francis Ferraro, Evelyne Tzoukermann, Jana Kosecka, Jan Neumann