Search Results for author: Yevgeniy Puzikov

Found 9 papers, 3 papers with code

Evaluation Discrepancy Discovery: A Sentence Compression Case-study

1 code implementation22 Jan 2021 Yevgeniy Puzikov

Reliable evaluation protocols are of utmost importance for reproducible NLP research.

Sentence Compression

Empirical Evaluation of Supervision Signals for Style Transfer Models

no code implementations15 Jan 2021 Yevgeniy Puzikov, Simoes Stanley, Iryna Gurevych, Immanuel Schweizer

In this work we empirically compare the dominant optimization paradigms which provide supervision signals during training: backtranslation, adversarial training and reinforcement learning.

Machine Translation reinforcement-learning +3

BinLin: A Simple Method of Dependency Tree Linearization

no code implementations WS 2018 Yevgeniy Puzikov, Iryna Gurevych

Surface Realization Shared Task 2018 is a workshop on generating sentences from lemmatized sets of dependency triples.

Text Generation

Integrating Deep Linguistic Features in Factuality Prediction over Unified Datasets

no code implementations ACL 2017 Gabriel Stanovsky, Judith Eckle-Kohler, Yevgeniy Puzikov, Ido Dagan, Iryna Gurevych

Previous models for the assessment of commitment towards a predicate in a sentence (also known as factuality prediction) were trained and tested against a specific annotated dataset, subsequently limiting the generality of their results.

Knowledge Base Population Question Answering

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