Francis Ferraro

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 59

Top Topics

Bregman Divergences

Information Extraction Systems

Ordinal Regression

Top Venues

Publications

Sai Vallurupalli, Katrin Erk, Francis Ferraro
SAGA: A Participant-specific Examination of Story Alternatives and Goal Applicability for a Deeper Understanding of Complex Events. ACL (Findings) (2024)
Fred Lu, Ryan R. Curtin, Edward Raff, Francis Ferraro, James Holt
High-Dimensional Distributed Sparse Classification with Scalable Communication-Efficient Global Updates. KDD (2024)
Fred Lu, Ryan R. Curtin, Edward Raff, Francis Ferraro, James Holt
Optimizing the Optimal Weighted Average: Efficient Distributed Sparse Classification. CoRR (2024)
Fred Lu, Ryan R. Curtin, Edward Raff, Francis Ferraro, James Holt
High-Dimensional Distributed Sparse Classification with Scalable Communication-Efficient Global Updates. CoRR (2024)
Seyedali Mohammadi, Edward Raff, Jinendra Malekar, Vedant Palit, Francis Ferraro, Manas Gaur
WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions. CoRR (2024)
Ankur Padia, Francis Ferraro, Tim Finin
Enhancing Knowledge Graph Consistency through Open Large Language Models: A Case Study. AAAI Spring Symposia (2024)
Ishani Mondal, Michelle Yuan, Anandhavelu Natarajan, Aparna Garimella, Francis Ferraro, Andrew Blair-Stanek, Benjamin Van Durme, Jordan L. Boyd-Graber
InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction. CoRR (2023)
Sayontan Ghosh, Mahnaz Koupaee, Isabella Chen, Francis Ferraro, Nathanael Chambers, Niranjan Balasubramanian
PASTA: A Dataset for Modeling PArticipant STAtes in Narratives. Trans. Assoc. Comput. Linguistics 11 (2023)
Fred Lu, Edward Raff, Francis Ferraro
Neural Bregman Divergences for Distance Learning. ICLR (2023)
Kasra Darvish, Edward Raff, Francis Ferraro, Cynthia Matuszek
Multimodal Language Learning for Object Retrieval in Low Data Regimes in the Face of Missing Modalities. Trans. Mach. Learn. Res. 2023 (2023)
Mehdi Rezaee, Francis Ferraro
RevUp: Revise and Update Information Bottleneck for Event Representation. EACL (2023)
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
SAGEViz: SchemA GEneration and Visualization. EMNLP (Demos) (2023)
Shubhashis Roy Dipta, Mehdi Rezaee, Francis Ferraro
Semantically-informed Hierarchical Event Modeling. *SEM@ACL (2023)
Fred Lu, Joseph Munoz, Maya Fuchs, Tyler LeBlond, Elliott Zaresky-Williams, Edward Raff, Francis Ferraro, Brian Testa
A General Framework for Auditing Differentially Private Machine Learning. CoRR (2022)
Fred Lu, Francis Ferraro, Edward Raff
Continuously Generalized Ordinal Regression for Linear and Deep Models. CoRR (2022)
Sayontan Ghosh, Mahnaz Koupaee, Isabella Chen, Francis Ferraro, Nathanael Chambers, Niranjan Balasubramanian
PASTA: A Dataset for Modeling Participant States in Narratives. CoRR (2022)
Mehdi Rezaee, Francis Ferraro
RevUp: Revise and Update Information Bottleneck for Event Representation. CoRR (2022)
Fred Lu, Edward Raff, Francis Ferraro
Neural Bregman Divergences for Distance Learning. CoRR (2022)
Sai Vallurupalli, Sayontan Ghosh, Katrin Erk, Niranjan Balasubramanian, Francis Ferraro
POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events. CoRR (2022)
Shubhashis Roy Dipta, Mehdi Rezaee, Francis Ferraro
Semantically-informed Hierarchical Event Modeling. CoRR (2022)
Ankur Padia, Francis Ferraro, Tim Finin
Jointly Identifying and Fixing Inconsistent Readings from Information Extraction Systems. DeeLIO@ACL (2022)
Gaoussou Youssouf Kebe, Luke E. Richards, Edward Raff, Francis Ferraro, Cynthia Matuszek
Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech. AAAI (2022)
Sai Vallurupalli, Sayontan Ghosh, Katrin Erk, Niranjan Balasubramanian, Francis Ferraro
POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events. EMNLP (2022)
Fred Lu, Francis Ferraro, Edward Raff
Continuously Generalized Ordinal Regression for Linear and Deep Models. SDM (2022)
Fred Lu, Joseph Munoz, Maya Fuchs, Tyler LeBlond, Elliott Zaresky-Williams, Edward Raff, Francis Ferraro, Brian Testa
A General Framework for Auditing Differentially Private Machine Learning. NeurIPS (2022)
Mohammad Umair, Francis Ferraro
Transferring Semantic Knowledge Into Language Encoders. CoRR (2021)
Gaoussou Youssouf Kebe, Luke E. Richards, Edward Raff, Francis Ferraro, Cynthia Matuszek
Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech. CoRR (2021)
Mehdi Rezaee, Kasra Darvish, Gaoussou Youssouf Kebe, Francis Ferraro
Discriminative and Generative Transformer-based Models For Situation Entity Classification. CoRR (2021)
Ashwinkumar Ganesan, Francis Ferraro, Tim Oates
Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment. CoRR (2021)
Nisha Pillai, Cynthia Matuszek, Francis Ferraro
Neural Variational Learning for Grounded Language Acquisition. RO-MAN (2021)
Nisha Pillai, Cynthia Matuszek, Francis Ferraro
Neural Variational Learning for Grounded Language Acquisition. CoRR (2021)
Gaoussou Youssouf Kebe, Padraig Higgins, Patrick Jenkins, Kasra Darvish, Rishabh Sachdeva, Ryan Barron, John Winder, Don Engel, Edward Raff, Francis Ferraro, Cynthia Matuszek
A Spoken Language Dataset of Descriptions for Speech-Based Grounded Language Learning. NeurIPS Datasets and Benchmarks (2021)
Mark Murnane, Padraig Higgins, Monali Saraf, Francis Ferraro, Cynthia Matuszek, Don Engel
A Simulator for Human-Robot Interaction in Virtual Reality. VR Workshops (2021)
Nisha Pillai, Cynthia Matuszek, Francis Ferraro
Measuring Perceptual and Linguistic Complexity in Multilingual Grounded Language Data. FLAIRS Conference (2021)
Ashwinkumar Ganesan, Francis Ferraro, Tim Oates
Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment. ACL/IJCNLP (Findings) (2021)
Mehdi Rezaee, Francis Ferraro
Event Representation with Sequential, Semi-Supervised Discrete Variables. NAACL-HLT (2021)
Mehdi Rezaee, Francis Ferraro
A Discrete Variational Recurrent Topic Model without the Reparametrization Trick. NeurIPS (2020)
Mehdi Rezaee, Francis Ferraro
Event Representation with Sequential, Semi-Supervised Discrete Variables. CoRR (2020)
Taneeya Satyapanich, Francis Ferraro, Tim Finin
CASIE: Extracting Cybersecurity Event Information from Text. AAAI (2020)
Nisha Pillai, Edward Raff, Francis Ferraro, Cynthia Matuszek
Sampling Approach Matters: Active Learning for Robotic Language Acquisition. IEEE BigData (2020)
Rajat Patel, Francis Ferraro
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling. CoRR (2020)
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
The Universal Decompositional Semantics Dataset and Decomp Toolkit. LREC (2020)
Nisha Pillai, Edward Raff, Francis Ferraro, Cynthia Matuszek
Sampling Approach Matters: Active Learning for Robotic Language Acquisition. CoRR (2020)
Mehdi Rezaee, Francis Ferraro
A Discrete Variational Recurrent Topic Model without the Reparametrization Trick. CoRR (2020)
Ankur Padia, Konstantinos Kalpakis, Francis Ferraro, Tim Finin
Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization. CoRR (2019)
Caroline Kery, Nisha Pillai, Cynthia Matuszek, Francis Ferraro
Building Language-Agnostic Grounded Language Learning Systems. RO-MAN (2019)
Ankur Padia, Konstantinos Kalpakis, Francis Ferraro, Tim Finin
Reflections on: Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization. JT@ISWC (2019)
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
The Universal Decompositional Semantics Dataset and Decomp Toolkit. CoRR (2019)
Ankur Padia, Konstantinos Kalpakis, Francis Ferraro, Tim Finin
Knowledge graph fact prediction via knowledge-enriched tensor factorization. J. Web Semant. 59 (2019)
Mark Murnane, Max Breitmeyer, Francis Ferraro, Cynthia Matuszek, Don Engel
Learning from human-robot interactions in modeled scenes. SIGGRAPH Posters (2019)
Taneeya Satyapanich, Tim Finin, Francis Ferraro
Extracting Rich Semantic Information about Cybersecurity Events. IEEE BigData (2019)
Ankur Padia, Francis Ferraro, Tim Finin
SURFACE: Semantically Rich Fact Validation with Explanations. CoRR (2018)
Ankur Padia, Arpita Roy, Taneeya Satyapanich, Francis Ferraro, Shimei Pan, Youngja Park, Anupam Joshi, Tim Finin
UMBC at SemEval-2018 Task 8: Understanding Text about Malware. SemEval@NAACL-HLT (2018)
Ankur Padia, Francis Ferraro, Tim Finin
Team UMBC-FEVER : Claim verification using Semantic Lexical Resources. FEVER@EMNLP (2018)
Francis Ferraro, Adam Poliak, Ryan Cotterell, Benjamin Van Durme
Frame-Based Continuous Lexical Semantics through Exponential Family Tensor Factorization and Semantic Proto-Roles. CoRR (2017)
Francis Ferraro, Adam Poliak, Ryan Cotterell, Benjamin Van Durme
Frame-Based Continuous Lexical Semantics through Exponential Family Tensor Factorization and Semantic Proto-Roles. *SEM (2017)
Francis Ferraro, Benjamin Van Durme
A Unified Bayesian Model of Scripts, Frames and Language. AAAI (2016)
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
Visual Storytelling. CoRR (2016)
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
Visual Storytelling. HLT-NAACL (2016)
Rachel Rudinger, Pushpendre Rastogi, Francis Ferraro, Benjamin Van Durme
Script Induction as Language Modeling. EMNLP (2015)
Dee Ann Reisinger, Rachel Rudinger, Francis Ferraro, Craig Harman, Kyle Rawlins, Benjamin Van Durme
Semantic Proto-Roles. Trans. Assoc. Comput. Linguistics 3 (2015)
Francis Ferraro, Nasrin Mostafazadeh, Ting-Hao (Kenneth) Huang, Lucy Vanderwende, Jacob Devlin, Michel Galley, Margaret Mitchell
A Survey of Current Datasets for Vision and Language Research. EMNLP (2015)
Francis Ferraro, Nasrin Mostafazadeh, Ting-Hao (Kenneth) Huang, Lucy Vanderwende, Jacob Devlin, Michel Galley, Margaret Mitchell
On Available Corpora for Empirical Methods in Vision & Language. CoRR (2015)
Chandler May, Francis Ferraro, Alan McCree, Jonathan Wintrode, Daniel Garcia-Romero, Benjamin Van Durme
Topic Identification and Discovery on Text and Speech. EMNLP (2015)
Nanyun Peng, Francis Ferraro, Mo Yu, Nicholas Andrews, Jay DeYoung, Max Thomas, Matthew R. Gormley, Travis Wolfe, Craig Harman, Benjamin Van Durme, Mark Dredze
A Concrete Chinese NLP Pipeline. HLT-NAACL (2015)
Francis Ferraro, Matt Post, Benjamin Van Durme
Judging Grammaticality with Count-Induced Tree Substitution Grammars. BEA@NAACL-HLT (2012)
Benjamin Sapp, Rizwan Chaudhry, Xiaodong Yu, Gautam Singh, Ian Perera, Francis Ferraro, Evelyne Tzoukermann, Jana Kosecka, Jan Neumann
Recognizing manipulation actions in arts and crafts shows using domain-specific visual and textual cues. ICCV Workshops (2011)