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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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03/14/2022
RED-ACE: Robust Error Detection for ASR using Confidence Embeddings
ASR Error Detection (AED) models aim to post-process the output of Autom...
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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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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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10/10/2019
Controllable Sentence Simplification: Employing Syntactic and Lexical Constraints
Sentence simplification aims to make sentences easier to read and unders...
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08/20/2017
Learning to Paraphrase for Question Answering
Question answering (QA) systems are sensitive to the many different ways...
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06/06/2017