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05/23/2023
What Else Do I Need to Know? The Effect of Background Information on Users' Reliance on AI Systems
AI systems have shown impressive performance at answering questions by r...
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05/17/2023
Searching for Needles in a Haystack: On the Role of Incidental Bilingualism in PaLM's Translation Capability
Large, multilingual language models exhibit surprisingly good zero- or f...
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01/18/2023
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection
Neural sequence generation models are known to "hallucinate", by produci...
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03/15/2022
Can Synthetic Translations Improve Bitext Quality?
Synthetic translations have been used for a wide range of NLP tasks prim...
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11/12/2021
BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation
Mined bitexts can contain imperfect translations that yield unreliable t...
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10/20/2021
Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer
While the field of style transfer (ST) has been growing rapidly, it has ...
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06/09/2021
A Review of Human Evaluation for Style Transfer
This paper reviews and summarizes human evaluation practices described i...
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05/31/2021
Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation
While it has been shown that Neural Machine Translation (NMT) is highly ...
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04/08/2021
XFORMAL: A Benchmark for Multilingual Formality Style Transfer
We take the first step towards multilingual style transfer by creating a...
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10/07/2020
Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank
Detecting fine-grained differences in content conveyed in different lang...
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04/11/2019