Marina Danilevsky
19 papers · 2012–2026 · 11 venues · across top CS/AI venues
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Achievements
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Natural Language Processing
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text classification
(3)
natural language processing
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document analysis
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active learning
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large language model
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information extraction
(2)
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semi-supervised learning
(2)
retrieval-augmented generation
(2)
in-context learning
(1)
multilingual nlp
(1)
natural language inference
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dimensionality reduction
(1)
fact verification
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text understanding
(1)
attention mechanism
(1)
semantic role labeling
(1)
bert model
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sequence encoding
(1)
text representation
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Papers
SemEval-2026 Task 8: MTRAGEval: Evaluating Multi-Turn RAG Conversations
SemEval 2026
DELIFT: Data Efficient Language model Instruction Fine-Tuning
ICLR 2025
InspectorRAGet: An Introspection Platform for RAG Evaluation
NAACL 2025
Evaluating Robustness of Open Dialogue Summarization Models in the Presence of Naturally Occurring Variations
ACL 2024
PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems Evaluation
EACL 2023
Semi-Structured Object Sequence Encoders
EMNLP 2023
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours
EMNLP 2022
Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming
ACL 2022
Development of an Enterprise-Grade Contract Understanding System
NAACL 2021
SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS)
SemEval 2021
Active Learning for BERT: An Empirical Study
EMNLP 2020
A Survey of the State of Explainable AI for Natural Language Processing
AACL 2020
Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification
EMNLP 2020
DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding
CoNLL 2018
SystemT: Declarative Text Understanding for Enterprise
NAACL 2018
Multilingual Information Extraction with PolyglotIE
COLING 2016
Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling
ACL 2015
Large-Scale Spectral Clustering on Graphs
IJCAI 2013
Locality Preserving Feature Learning
AISTATS 2012