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08/31/2023
The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants
We present Belebele, a multiple-choice machine reading comprehension (MR...
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08/31/2023
The Gender-GAP Pipeline: A Gender-Aware Polyglot Pipeline for Gender Characterisation in 55 Languages
Gender biases in language generation systems are challenging to mitigate...
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05/23/2023
Evaluating and Modeling Attribution for Cross-Lingual Question Answering
Trustworthy answer content is abundant in many high-resource languages a...
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02/23/2023
In What Languages are Generative Language Models the Most Formal? Analyzing Formality Distribution across Languages
Multilingual generative language models (LMs) are increasingly fluent in...
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12/04/2022
Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer
Multi-lingual language models (LM), such as mBERT, XLM-R, mT5, mBART, ha...
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10/14/2021
Cross-Lingual GenQA: A Language-Agnostic Generative Question Answering Approach for Open-Domain Question Answering
Open-Retrieval Generative Question Answering (GenQA) is proven to delive...
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09/30/2021
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark
PURPOSE: Surgical workflow and skill analysis are key technologies for t...
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01/26/2021
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT
Multilingual pretrained language models have demonstrated remarkable zer...
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10/24/2020
When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models
Transfer learning based on pretraining language models on a large amount...
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05/27/2020
Establishing a New State-of-the-Art for French Named Entity Recognition
The French TreeBank developed at the University Paris 7 is the main sour...
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05/07/2020
Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor Operating Room
Image-based tracking of medical instruments is an integral part of many ...
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05/01/2020
Can Multilingual Language Models Transfer to an Unseen Dialect? A Case Study on North African Arabizi
Building natural language processing systems for non standardized and lo...
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11/10/2019
CamemBERT: a Tasty French Language Model
Pretrained language models are now ubiquitous in Natural Language Proces...
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12/10/2017