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05/22/2023
Small Language Models Improve Giants by Rewriting Their Outputs
Large language models (LLMs) have demonstrated impressive few-shot learn...
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12/16/2022
Teaching Small Language Models to Reason
Chain of thought prompting successfully improves the reasoning capabilit...
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06/14/2022
Text Generation with Text-Editing Models
Text-editing models have recently become a prominent alternative to seq2...
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05/24/2022
EdiT5: Semi-Autoregressive Text-Editing with T5 Warm-Start
We present EdiT5 - a novel semi-autoregressive text-editing approach des...
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06/07/2021
A Simple Recipe for Multilingual Grammatical Error Correction
This paper presents a simple recipe to train state-of-the-art multilingu...
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10/06/2020
Semantically Driven Sentence Fusion: Modeling and Evaluation
Sentence fusion is the task of joining related sentences into coherent t...
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10/02/2020
Unsupervised Text Style Transfer with Padded Masked Language Models
We propose Masker, an unsupervised text-editing method for style transfe...
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04/08/2020
Conditional Rap Lyrics Generation with Denoising Autoencoders
We develop a method for automatically synthesizing a rap verse given an ...
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03/24/2020
Felix: Flexible Text Editing Through Tagging and Insertion
We present Felix — a flexible text-editing approach for generation, desi...
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09/03/2019
Encode, Tag, Realize: High-Precision Text Editing
We propose LaserTagger - a sequence tagging approach that casts text gen...
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02/27/2019
DiscoFuse: A Large-Scale Dataset for Discourse-based Sentence Fusion
Sentence fusion is the task of joining several independent sentences int...
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10/13/2018
Responsible team players wanted: an analysis of soft skill requirements in job advertisements
During the past decades the importance of soft skills for labour market ...
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07/20/2018
Learning Representations for Soft Skill Matching
Employers actively look for talents having not only specific hard skills...
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07/18/2017
Domain Adaptation for Resume Classification Using Convolutional Neural Networks
We propose a novel method for classifying resume data of job applicants ...
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02/03/2017
Automatic Prediction of Discourse Connectives
Accurate prediction of suitable discourse connectives (however, furtherm...
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05/18/2015
DopeLearning: A Computational Approach to Rap Lyrics Generation
Writing rap lyrics requires both creativity to construct a meaningful, i...
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12/14/2011