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08/24/2023
Code Llama: Open Foundation Models for Code
We release Code Llama, a family of large language models for code based ...
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07/18/2023
Llama 2: Open Foundation and Fine-Tuned Chat Models
In this work, we develop and release Llama 2, a collection of pretrained...
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06/15/2023
Multilingual End to End Entity Linking
Entity Linking is one of the most common Natural Language Processing tas...
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05/19/2023
Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings
Entity linking methods based on dense retrieval are an efficient and wid...
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09/13/2022
Entity Tagging: Extracting Entities in Text Without Mention Supervision
Detection and disambiguation of all entities in text is a crucial task f...
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12/20/2021
Efficient Large Scale Language Modeling with Mixtures of Experts
Mixture of Experts layers (MoEs) enable efficient scaling of language mo...
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04/15/2021
Rethinking Automatic Evaluation in Sentence Simplification
Automatic evaluation remains an open research question in Natural Langua...
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05/01/2020
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations
In order to simplify a sentence, human editors perform multiple rewritin...
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05/01/2020
Multilingual Unsupervised Sentence Simplification
Progress in Sentence Simplification has been hindered by the lack of sup...
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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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10/07/2019
Controllable Sentence Simplification
Text simplification aims at making a text easier to read and understand ...
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08/13/2019
EASSE: Easier Automatic Sentence Simplification Evaluation
We introduce EASSE, a Python package aiming to facilitate and standardis...
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01/30/2019