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09/20/2023
Towards Effective Disambiguation for Machine Translation with Large Language Models
Resolving semantic ambiguity has long been recognised as a central chall...
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09/16/2023
Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca
Foundational large language models (LLMs) can be instruction-tuned to de...
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06/06/2023
Iterative Translation Refinement with Large Language Models
Large language models have shown surprising performances in understandin...
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05/15/2023
PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India
This paper introduces PMIndiaSum, a new multilingual and massively paral...
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02/05/2023
Exploring Data Augmentation for Code Generation Tasks
Advances in natural language processing, such as transfer learning from ...
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10/20/2022
The University of Edinburgh's Submission to the WMT22 Code-Mixing Shared Task (MixMT)
The University of Edinburgh participated in the WMT22 shared task on cod...
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08/30/2022
To Adapt or to Fine-tune: A Case Study on Abstractive Summarization
Recent advances in the field of abstractive summarization leverage pre-t...
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05/09/2022
A Unified Model for Reverse Dictionary and Definition Modelling
We train a dual-way neural dictionary to guess words from definitions (r...
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01/02/2021
Decoding Time Lexical Domain Adaptationfor Neural Machine Translation
Machine translation systems are vulnerable to domain mismatch, especiall...
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08/12/2020