Ozan İrsoy
5 أوراق في مجموعة PaperMetrix
أوراق هذا المؤلف
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Learning Syntax from Naturally-Occurring Bracketings
2021
Tianze Shi, Ozan İrsoy, Igor Malioutov, Lillian Lee. Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2021.
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Diversity-Aware Batch Active Learning for Dependency Parsing
2021
Tianze Shi, Adrian Benton, Igor Malioutov, Ozan İrsoy. Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2021.
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On Expected Accuracy
2019 · arXiv (Cornell University)
We empirically investigate the (negative) expected accuracy as an alternative loss function to cross entropy (negative log likelihood) for classification tasks. Coupled with softmax activation, it has small derivatives over most of its domain, and …
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Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
2015 · arXiv (Cornell University)
Most tasks in natural language processing can be cast into question answering (QA) problems over language input. We introduce the dynamic memory network (DMN), a neural network architecture which processes input sequences and questions, forms …
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BloombergGPT: A Large Language Model for Finance
2023 · arXiv (Cornell University)
The use of NLP in the realm of financial technology is broad and complex, with applications ranging from sentiment analysis and named entity recognition to question answering. Large Language Models (LLMs) have been shown to …