Daniel Deutsch

Statistics

Publications

Citations

302

H-Index

Active since

2018

Affiliations

California University of Pennsylvania(Current)

Google (United States)

University of Pennsylvania

Carnegie Mellon University

Instituto de Telecomunicações

Daniel Deutsch is an author at California University of Pennsylvania specializing in linguistics, natural language processing, and machine translation.

Top concepts

LinguisticsMachine TranslationNatural Language ProcessingLanguageEngineeringComputational LinguisticsText MiningContent AnalysisStatisticsCorpus Linguistics

Publications per year

2018–2023

Publications

Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary

Daniel Deutsch, Tania Bedrax-Weiss, Dan Roth · Transactions of the Association for Computational Linguistics · 2021 · 63 citations · Full text

Engineering, Entity Summarization, Content Quality +23

A Statistical Analysis of Summarization Evaluation Metrics Using Resampling Methods

Daniel Deutsch, Rotem Dror, Dan Roth · Transactions of the Association for Computational Linguistics · 2021 · 40 citations · Full text

Engineering, Entity Summarization, Narrative Summarization +23

The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation

Patrick Fernandes, Daniel Deutsch, Mara Finkelstein et al. · 2023 · 26 citations · Full text

Natural Language Processing, Translation Studies, Large Language Models +11

Understanding the Extent to which Content Quality Metrics Measure the Information Quality of Summaries

Daniel Deutsch, Dan Roth · 2021 · 25 citations · Full text

On the Limitations of Reference-Free Evaluations of Generated Text

Daniel Deutsch, Rotem Dror, Dan Roth · 2022 · 21 citations · Full text

Engineering, Evaluation Metrics, Generated Text +17

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