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05/25/2023
IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages
India has a rich linguistic landscape with languages from 4 major langua...
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05/23/2023
In-context Example Selection for Machine Translation Using Multiple Features
Large language models have demonstrated the capability to perform well o...
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05/22/2023
Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models
This study investigates machine translation between related languages i....
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05/12/2023
A Comprehensive Analysis of Adapter Efficiency
Adapters have been positioned as a parameter-efficient fine-tuning (PEFT...
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08/01/2022
Multi-Document Summarization with Centroid-Based Pretraining
In multi-document summarization (MDS), the input is a cluster of documen...
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02/28/2022
Data-to-text Generation with Variational Sequential Planning
We consider the task of data-to-text generation, which aims to create te...
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09/07/2021
IndicBART: A Pre-trained Model for Natural Language Generation of Indic Languages
In this paper we present IndicBART, a multilingual, sequence-to-sequence...
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02/04/2021
Data-to-text Generation with Macro Planning
Recent approaches to data-to-text generation have adopted the very succe...
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11/07/2019
Transition-Based Deep Input Linearization
Traditional methods for deep NLG adopt pipeline approaches comprising st...
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06/07/2019
Data-to-text Generation with Entity Modeling
Recent approaches to data-to-text generation have shown great promise th...
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09/03/2018