Search Results for author: Efsun Sarioglu Kayi

Found 7 papers, 1 papers with code

To Burst or Not to Burst: Generating and Quantifying Improbable Text

no code implementations27 Jan 2024 Kuleen Sasse, Samuel Barham, Efsun Sarioglu Kayi, Edward W. Staley

While large language models (LLMs) are extremely capable at text generation, their outputs are still distinguishable from human-authored text.

Text Generation

Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers

no code implementations COLING 2020 Yousef El-Kurdi, Hiroshi Kanayama, Efsun Sarioglu Kayi, Vittorio Castelli, Todd Ward, Radu Florian

We present scalable Universal Dependency (UD) treebank synthesis techniques that exploit advances in language representation modeling which leverage vast amounts of unlabeled general-purpose multilingual text.

Data Augmentation

Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages

1 code implementation COLING 2020 Efsun Sarioglu Kayi, Linyong Nan, Bohan Qu, Mona Diab, Kathleen McKeown

We adopt cross-lingual embeddings constructed using different methods to extract features of the tweets, including a few state-of-the-art contextual embeddings such as BERT, RoBERTa and XLM-R. We train classifiers of different architectures on the extracted features.

Transfer Learning XLM-R

Predictive Linguistic Features of Schizophrenia

no code implementations SEMEVAL 2017 Efsun Sarioglu Kayi, Mona Diab, Luca Pauselli, Michael Compton, Glen Coppersmith

As such, we examine the writings of schizophrenia patients analyzing their syntax, semantics and pragmatics.

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