Marina Danilevsky

According to our database1, Marina Danilevsky authored at least 53 papers between 2010 and 2024.

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Bibliography

2024
Emerging Reliance Behaviors in Human-AI Text Generation: Hallucinations, Data Quality Assessment, and Cognitive Forcing Functions.
CoRR, 2024

InspectorRAGet: An Introspection Platform for RAG Evaluation.
CoRR, 2024

How Can Personalized Context Help? Exploring Joint Retrieval of Passage and Personalized Context.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Evaluating Robustness of Dialogue Summarization Models in the Presence of Naturally Occurring Variations.
CoRR, 2023

How Can Context Help? Exploring Joint Retrieval of Passage and Personalized Context.
CoRR, 2023

Semi-Structured Object Sequence Encoders.
CoRR, 2023

Semi-Structured Object Sequence Encoders.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems Evaluation.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours.
CoRR, 2022

Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours.
Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021
SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS).
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Development of an Enterprise-Grade Contract Understanding System.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, 2021

Explainability for Natural Language Processing.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

XNLP: A Living Survey for XAI Research in Natural Language Processing.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

2020
Making AI Machines Work for Humans in FoW.
SIGMOD Rec., 2020

Table Extraction and Understanding for Scientific and Enterprise Applications.
Proc. VLDB Endow., 2020

WhyFlow: Explaining Errors in Data Flows Interactively.
Proceedings of the 1st Workshop on Data Science with Human in the Loop, 2020

A Survey of the State of Explainable AI for Natural Language Processing.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Active Learning for BERT: An Empirical Study.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2018
Web Information Extraction.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

SystemT: Declarative Text Understanding for Enterprise.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding.
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

2017
Creation and Interaction with Large-scale Domain-Specific Knowledge Bases.
Proc. VLDB Endow., 2017

A Method to Accelerate Human in the Loop Clustering.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

A Rectangle Mining Method for Understanding the Semantics of Financial Tables.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

2016
Multilingual Information Extraction with PolyglotIE.
Proceedings of the COLING 2016, 2016

2015
Constructing topical hierarchies in heterogeneous information networks.
Knowl. Inf. Syst., 2015

Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling.
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
Discovering latent topical phrases in document collections and networks with text components: Leveraging text mining and information network analysis for human oriented applications
PhD thesis, 2014

Automatic Construction and Ranking of Topical Keyphrases on Collections of Short Documents.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Truncation: all the news that fits we'll print.
Proceedings of the ACM Symposium on Document Engineering 2014, 2014

Pagination: it's what you say, not how long it takes to say it.
Proceedings of the ACM Symposium on Document Engineering 2014, 2014

2013
KERT: Automatic Extraction and Ranking of Topical Keyphrases from Content-Representative Document Titles.
CoRR, 2013

A phrase mining framework for recursive construction of a topical hierarchy.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

EventCube: multi-dimensional search and mining of structured and text data.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

AMETHYST: a system for mining and exploring topical hierarchies of heterogeneous data.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Large-Scale Spectral Clustering on Graphs.
Proceedings of the IJCAI 2013, 2013

Constructing Topical Hierarchies in Heterogeneous Information Networks.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

ACES: a cross-discipline platform and method for communication and language research.
Proceedings of the Computer Supported Cooperative Work, 2013

Information graph model and application to online advertising.
Proceedings of the 1st workshop on User engagement optimization, 2013

2012
Locality Preserving Feature Learning.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Efficient mining of correlated sequential patterns based on null hypothesis.
Proceedings of the 2012 international workshop on Web-scale knowledge representation, 2012

2011
WINACS: construction and analysis of web-based computer science information networks.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Ranking-based classification of heterogeneous information networks.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

The Joint Inference of Topic Diffusion and Evolution in Social Communities.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

ACES: promoting empathy towards aphasia through language distortion emulation software.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

SCENE: Structural Conversation Evolution NEtwork.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

ACES: aphasia emulation, realism, and the turing test.
Proceedings of the 13th International ACM SIGACCESS Conference on Computers and Accessibility, 2011

2010
Graph Regularized Transductive Classification on Heterogeneous Information Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Walking in another's shoes: aphasia emulation software.
Proceedings of the 12th International ACM SIGACCESS Conference on Computers and Accessibility, 2010


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