Francis Ferraro

According to our database1, Francis Ferraro authored at least 37 papers between 2011 and 2022.

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Bibliography

2022
Neural Bregman Divergences for Distance Learning.
CoRR, 2022

RevUp: Revise and Update Information Bottleneck for Event Representation.
CoRR, 2022

Continuously Generalized Ordinal Regression for Linear and Deep Models.
CoRR, 2022

Jointly Identifying and Fixing Inconsistent Readings from Information Extraction Systems.
Proceedings of Deep Learning Inside Out: The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, 2022

2021
Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech.
CoRR, 2021

Transferring Semantic Knowledge Into Language Encoders.
CoRR, 2021

Discriminative and Generative Transformer-based Models For Situation Entity Classification.
CoRR, 2021

A Simulator for Human-Robot Interaction in Virtual Reality.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2021

Neural Variational Learning for Grounded Language Acquisition.
Proceedings of the 30th IEEE International Conference on Robot & Human Interactive Communication, 2021

A Spoken Language Dataset of Descriptions for Speech-Based Grounded Language Learning.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Event Representation with Sequential, Semi-Supervised Discrete Variables.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Measuring Perceptual and Linguistic Complexity in Multilingual Grounded Language Data.
Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling.
CoRR, 2020

Presentation and Analysis of a Multimodal Dataset for Grounded LanguageLearning.
CoRR, 2020

A Discrete Variational Recurrent Topic Model without the Reparametrization Trick.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

The Universal Decompositional Semantics Dataset and Decomp Toolkit.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Sampling Approach Matters: Active Learning for Robotic Language Acquisition.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

CASIE: Extracting Cybersecurity Event Information from Text.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Knowledge graph fact prediction via knowledge-enriched tensor factorization.
J. Web Semant., 2019

Learning from human-robot interactions in modeled scenes.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2019

Reflections on: Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization.
Proceedings of the Journal Track co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

Building Language-Agnostic Grounded Language Learning Systems.
Proceedings of the 28th IEEE International Conference on Robot and Human Interactive Communication, 2019

Extracting Rich Semantic Information about Cybersecurity Events.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
SURFACE: Semantically Rich Fact Validation with Explanations.
CoRR, 2018

UMBC at SemEval-2018 Task 8: Understanding Text about Malware.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

2017
Frame-Based Continuous Lexical Semantics through Exponential Family Tensor Factorization and Semantic Proto-Roles.
Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, 2017

2016

A Unified Bayesian Model of Scripts, Frames and Language.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Semantic Proto-Roles.
Trans. Assoc. Comput. Linguistics, 2015

On Available Corpora for Empirical Methods in Vision & Language.
CoRR, 2015

A Concrete Chinese NLP Pipeline.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Script Induction as Language Modeling.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Topic Identification and Discovery on Text and Speech.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

A Survey of Current Datasets for Vision and Language Research.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2012
Judging Grammaticality with Count-Induced Tree Substitution Grammars.
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP, 2012

2011
Recognizing manipulation actions in arts and crafts shows using domain-specific visual and textual cues.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011


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