Doug Downey
Orcid: 0000-0002-4737-8444Affiliations:
- Northwestern University, Evanston, IL, USA
According to our database1,
Doug Downey
authored at least 98 papers
between 2004 and 2024.
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Bibliography
2024
2023
ACM Trans. Interact. Intell. Syst., December, 2023
CoRR, 2023
Learning to Generate Novel Scientific Directions with Contextualized Literature-based Discovery.
CoRR, 2023
CoRR, 2023
The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces.
CoRR, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
CiteSee: Augmenting Citations in Scientific Papers with Persistent and Personalized Historical Context.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups.
Trans. Assoc. Comput. Linguistics, 2022
Trans. Assoc. Comput. Linguistics, 2022
CoRR, 2022
Don't Say What You Don't Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search.
CoRR, 2022
FeedLens: Polymorphic Lenses for Personalizing Exploratory Search over Knowledge Graphs.
Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, 2022
Multi-LexSum: Real-world Summaries of Civil Rights Lawsuits at Multiple Granularities.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Proceedings of the JCDL '22: The ACM/IEEE Joint Conference on Digital Libraries in 2022, Cologne, Germany, June 20, 2022
ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts.
Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Building a Shared Conceptual Model of Complex, Heterogeneous Data Systems: A Demonstration.
Proceedings of the 12th Conference on Innovative Data Systems Research, 2022
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
From Who You Know to What You Read: Augmenting Scientific Recommendations with Implicit Social Networks.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
Proceedings of the 4th Conference on Automated Knowledge Base Construction, 2022
2021
CoRR, 2021
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Proceedings of Machine Learning and Systems 2021, 2021
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2021
"It doesn't look good for a date": Transforming Critiques into Preferences for Conversational Recommendation Systems.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Who's on First?: Probing the Learning and Representation Capabilities of Language Models on Deterministic Closed Domains.
Proceedings of the 25th Conference on Computational Natural Language Learning, 2021
Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021
2020
Explanation-Based Tuning of Opaque Machine Learners with Application to Paper Recommendation.
CoRR, 2020
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
CoRR, 2019
Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, Student Research Workshop, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
IEEE/ACM Trans. Netw., 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
2015
Proceedings of the Semantic Web - ISWC 2015, 2015
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
2014
Comput. Linguistics, 2014
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014
Proceedings of the 30th Annual Computer Security Applications Conference, 2014
2013
Proceedings of the Sixth Text Analysis Conference, 2013
Overcoming the Memory Bottleneck in Distributed Training of Latent Variable Models of Text.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, 2013
Using natural language to integrate, evaluate, and optimize extracted knowledge bases.
Proceedings of the 2013 workshop on Automated knowledge base construction, 2013
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
2011
Proceedings of the Fifteenth Conference on Computational Natural Language Learning, 2011
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011
2010
Analysis of a probabilistic model of redundancy in unsupervised information extraction.
Artif. Intell., 2010
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010
2008
Look Ma, No Hands: Analyzing the Monotonic Feature Abstraction for Text Classification.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
2007
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007
Proceedings of the IJCAI 2007, 2007
Proceedings of the ACL 2007, 2007
2005
Artif. Intell., 2005
Proceedings of the HLT/EMNLP 2005, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
2004
Proceedings of the 13th international conference on World Wide Web, 2004
Methods for Domain-Independent Information Extraction from the Web: An Experimental Comparison.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004