Boris Katz

Orcid: 0000-0002-3871-5824

Affiliations:
  • MIT, Cambridge, USA


According to our database1, Boris Katz authored at least 92 papers between 1982 and 2024.

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Bibliography

2024
Training the Untrainable: Introducing Inductive Bias via Representational Alignment.
CoRR, 2024

Population Transformer: Learning Population-level Representations of Intracranial Activity.
CoRR, 2024

SecureLLM: Using Compositionality to Build Provably Secure Language Models for Private, Sensitive, and Secret Data.
CoRR, 2024

Revealing Vision-Language Integration in the Brain with Multimodal Networks.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
How hard are computer vision datasets? Calibrating dataset difficulty to viewing time.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

BrainBERT: Self-supervised representation learning for intracranial recordings.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Modeling Visual Impairments with Artificial Neural Networks: a Review.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Zero-Shot Linear Combinations of Grounded Social Interactions with Linear Social MDPs.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Query The Agent: Improving sample efficiency through epistemic uncertainty estimation.
CoRR, 2022

Developing a Series of AI Challenges for the United States Department of the Air Force.
CoRR, 2022

Migratable AI: Personalizing Dialog Conversations with Migration Context.
Proceedings of the Social Robotics - 14th International Conference, 2022

Incorporating Rich Social Interactions Into MDPs.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Trajectory Prediction with Linguistic Representations.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

The Aligned Multimodal Movie Treebank: An audio, video, dependency-parse treebank.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Quantifying the Emergence of Symbolic Communication.
Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

2021
Compositional RL Agents That Follow Language Commands in Temporal Logic.
Frontiers Robotics AI, 2021

Migratable AI : Investigating Users' Affect on Identity and Information Migration of a Conversational AI Agent.
Proceedings of the Social Robotics - 13th International Conference, 2021

Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Measuring Social Biases in Grounded Vision and Language Embeddings.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Spoken ObjectNet: A Bias-Controlled Spoken Caption Dataset.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Multi-resolution modeling of a discrete stochastic process identifies causes of cancer.
Proceedings of the 9th International Conference on Learning Representations, 2021

Compositional Networks Enable Systematic Generalization for Grounded Language Understanding.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Social Interactions as Recursive MDPs.
Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

PHASE: PHysically-grounded Abstract Social Events for Machine Social Perception.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Deep video-to-video transformations for accessibility with an application to photosensitivity.
Pattern Recognit. Lett., 2020

Investigating the Decoders of Maximum Likelihood Sequence Models: A Look-ahead Approach.
CoRR, 2020

Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Learning a natural-language to LTL executable semantic parser for grounded robotics.
Proceedings of the 4th Conference on Robot Learning, 2020

2019
How the Brain Represents Language and Answers Questions? Using an AI System to Understand the Underlying Neurobiological Mechanisms.
Frontiers Comput. Neurosci., 2019

Learning Language from Vision.
Proceedings of the Visually Grounded Interaction and Language (ViGIL), 2019

Deep compositional robotic planners that follow natural language commands.
Proceedings of the Visually Grounded Interaction and Language (ViGIL), 2019

ObjectNet: A large-scale bias-controlled dataset for pushing the limits of object recognition models.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
Complex Relations in a Deep Structured Prediction Model for Fine Image Segmentation.
CoRR, 2018

Assessing Language Proficiency from Eye Movements in Reading.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Deep Sequential Models for Sampling-Based Planning.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Grounding language acquisition by training semantic parsers using captioned videos.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Partially Occluded Hands: - A Challenging New Dataset for Single-Image Hand Pose Estimation.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Temporal Grounding Graphs for Language Understanding with Accrued Visual-Linguistic Context.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Predicting Native Language from Gaze.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Bias and Agreement in Syntactic Annotations.
CoRR, 2016

Learning to Answer Questions from Wikipedia Infoboxes.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Anchoring and Agreement in Syntactic Annotations.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Universal Dependencies for Learner English.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Do You See What I Mean? Visual Resolution of Linguistic Ambiguities.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Contrastive Analysis with Predictive Power: Typology Driven Estimation of Grammatical Error Distributions in ESL.
Proceedings of the 19th Conference on Computational Natural Language Learning, 2015

Towards a Programmer's Apprentice (Again).
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Grounding systems efficiency in areas with reduced accessibility.
Proceedings of the 2014 IEEE Industry Application Society Annual Meeting, 2014

Reconstructing Native Language Typology from Foreign Language Usage.
Proceedings of the Eighteenth Conference on Computational Natural Language Learning, 2014

2011
A case for query by image and text content: searching computer help using screenshots and keywords.
Proceedings of the 20th International Conference on World Wide Web, 2011

2009
Searching documentation using text, OCR, and image.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

2007
CSAIL at TREC 2007 Question Answering.
Proceedings of The Sixteenth Text REtrieval Conference, 2007

Answering English Questions using Foreign-Language, Semi-Structured Sources.
Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), 2007

Harnessing Language in Mobile Environments.
Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), 2007

2006
Building a reusable test collection for question answering.
J. Assoc. Inf. Sci. Technol., 2006

Question Answering Experiments and Resources.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

Using Semantic Overlap Scoring in Answering TREC Relationship Questions.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Natural Language Annotations for Question Answering.
Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006

2005
External Knowledge Sources for Question Answering.
Proceedings of the Fourteenth Text REtrieval Conference, 2005

A Comparative Study of Language Models for Book and Author Recognition.
Proceedings of the Natural Language Processing, 2005

Lexical Chains and Sliding Locality Windows in Content-based Text Similarity Detection.
Proceedings of the Natural Language Processing - IJCNLP 2005, Second International Joint Conference, Jeju Island, Republic of Korea, October 11-13, 2005, 2005

Capturing Expression Using Linguistic Information.
Proceedings of the Proceedings, 2005

2004
Answering Multiple Questions on a Topic From Heterogeneous Resources.
Proceedings of the Thirteenth Text REtrieval Conference, 2004

Answering Questions About Moving Objects in Videos.
Proceedings of the New Directions in Question Answering, 2004

Viewing the Web as a Virtual Database for Question Answering.
Proceedings of the New Directions in Question Answering, 2004

Answering Definition Questions Using Multiple Knowledge Sources.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2004

Using Empirical Methods for Evaluating Expression and Content Similarity.
Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004

Reference services and knowledge bases: When is help helpful?
Proceedings of the Managing and Enhancing Information: Cultures and Conflicts, 2004

2003
Integrating Web-based and Corpus-based Techniques for Question Answering.
Proceedings of The Twelfth Text REtrieval Conference, 2003

Quantitative evaluation of passage retrieval algorithms for question answering.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

Answering Questions about Moving Objects in Surveillance Videos.
Proceedings of the New Directions in Question Answering, 2003

Sticky notes for the semantic web.
Proceedings of the 8th International Conference on Intelligent User Interfaces, 2003

What Makes a Good Answer? The Role of Context in Question Answering.
Proceedings of the Human-Computer Interaction INTERACT '03: IFIP TC13 International Conference on Human-Computer Interaction, 2003

A Knowledge Acquisition Tool for Course of Action Analysis.
Proceedings of the Fifteenth Conference on Innovative Applications of Artificial Intelligence, 2003

START: A Framework for Facilitating E-Rulemaking.
Proceedings of the 2003 Annual National Conference on Digital Government Research, 2003

Better Public Policy Through Natural Language Information Access.
Proceedings of the 2003 Annual National Conference on Digital Government Research, 2003

Question answering from the web using knowledge annotation and knowledge mining techniques.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

The role of context in question answering systems.
Proceedings of the Extended abstracts of the 2003 Conference on Human Factors in Computing Systems, 2003

Extracting Structural Paraphrases from Aligned Monolingual Corpora.
Proceedings of the Second International Workshop on Paraphrasing, 2003

2002
Extracting Answers from the Web Using Data Annotation and Knowledge Mining Techniques.
Proceedings of The Eleventh Text REtrieval Conference, 2002

Omnibase: Uniform Access to Heterogeneous Data for Question Answering.
Proceedings of the Natural Language Processing and Information Systems, 2002

The START Multimedia Information System: Current Technology and Future Directions.
Proceedings of the MIS 2002, International Workshop on Multimedia Information Systems, October 10, 2002

Natural Language Annotations for the Semantic Web.
Proceedings of the On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002 Irvine, California, USA, October 30, 2002

Annotating the Semantic Web Using Natural Language.
Proceedings of the 2nd Workshop on NLP and XML, 2002

2001
Gathering Knowledge for a Question Answering System from Heterogeneous Information Sources.
Proceedings of the Workshop on Human Language Technology and Knowledge Management@ACL 2001, 2001

1999
Integrating Web Resources and Lexicons into a Natural Language Query System.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Word Sense Disambiguation for Information Retrieval.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

HIKE (HPKB Integrated Knowledge Environment) - A Query Interface and Integrated Knowledge Environment for HPKB.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

1997
Annotating the World Wide Web using Natural Language.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 1997

1988
Using English for Indexing and Retrieving.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 1988

Exploiting lexical regularities in designing natural language systems.
Proceedings of the 12th International Conference on Computational Linguistics, 1988

1983
Learning Physical Descriptions From Functional Definitions, Examples, and Precedents.
Proceedings of the National Conference on Artificial Intelligence, 1983

1982
A Two-Way Natural Language Interface.
Proceedings of the Integrated Interactive Computing Systems: Proceedings of the European Conference on Integrated Interactive Computing Systems, 1982


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