Thibault Sellam | DeepAI

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Sebastian Gehrmann
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∙ 05/22/2023

SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation

Reliable automatic evaluation of summarization systems is challenging du...

0 Elizabeth Clark, et al. ∙

∙ 11/02/2022

Dialect-robust Evaluation of Generated Text

Evaluation metrics that are not robust to dialect variation make it impo...

0 Jiao Sun, et al. ∙

∙ 10/12/2022

SQuId: Measuring Speech Naturalness in Many Languages

Much of text-to-speech research relies on human evaluation, which incurs...

0 Thibault Sellam, et al. ∙

∙ 02/14/2022

Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text

Evaluation practices in natural language generation (NLG) have many know...

0 Sebastian Gehrmann, et al. ∙

∙ 10/12/2021

Learning Compact Metrics for MT

Recent developments in machine translation and multilingual text generat...

0 Amy Pu, et al. ∙

∙ 06/30/2021

The MultiBERTs: BERT Reproductions for Robustness Analysis

Experiments with pretrained models such as BERT are often based on a sin...

0 Thibault Sellam, et al. ∙

∙ 02/02/2021

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics

We introduce GEM, a living benchmark for natural language Generation (NL...

5 Sebastian Gehrmann, et al. ∙

∙ 10/08/2020

Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared Task

The quality of machine translation systems has dramatically improved ove...

0 Thibault Sellam, et al. ∙

∙ 04/09/2020

BLEURT: Learning Robust Metrics for Text Generation

Text generation has made significant advances in the last few years. Yet...

0 Thibault Sellam, et al. ∙

∙ 02/07/2020

A Multilingual View of Unsupervised Machine Translation

We present a probabilistic framework for multilingual neural machine tra...

0 Xavier Garcia, et al. ∙

∙ 10/19/2019

Sticking to the Facts: Confident Decoding for Faithful Data-to-Text Generation

Neural conditional text generation systems have achieved significant pro...

0 Ran Tian, et al. ∙

∙ 08/13/2018

DeepBase: Deep Inspection of Neural Networks

Although deep learning models perform remarkably across a range of tasks...

0 Thibault Sellam, et al. ∙

∙ 11/30/2017

Mining Precision Interfaces From Query Logs

Interactive tools make data analysis both more efficient and more access...

0 Haoci Zhang, et al. ∙

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