Barry Haddow - Institute of Language, Cognition and Computation, School of Informatics, College of Science and Engineering, The University of Edinburgh;Aveni | 人才画像 - AMiner

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个人简介

I am a researcher in informatics and an experienced software developer. My main area of research is statistical machine translation, i.e. the automatic translation of text using probabilistic models. This work uses techniques from machine learning (ML), natural language processing (NLP) scaled to work with enormous quantities of training data.

Specialties: Natural Language Processing (NLP), enterprise Java, software architecture and design, mathematics.

研究兴趣

论文共 203 篇作者统计合作学者相似作者

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When Natural Language is Not Enough: the Limits of In-Context Learning Demonstrations in Multilingual Reasoning

Leonardo Ranaldi,Barry Haddow,Alexandra Birch

North American Chapter of the Association for Computational Linguisticspp.7369-7396, (2025)

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Demystifying Multilingual Chain-of-Thought in Process Reward Modeling

Weixuan Wang,Minghao Wu,Barry Haddow,Alexandra Birch

CoRR (2025)

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Improving Multilingual Retrieval-Augmented Language Models Through Dialectic Reasoning Argumentations

Leonardo Ranaldi, Federico Ranaldi,Fabio Massimo Zanzotto,Barry Haddow,Alexandra Birch

arxiv（2025）

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HBO: Hierarchical Balancing Optimization for Fine-Tuning Large Language Models

Weixuan Wang,Minghao Wu,Barry Haddow,Alexandra Birch

arxiv（2025）

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An Expanded Massive Multilingual Dataset for High-Performance Language Technologies (HPLT)

Laurie Burchell,Ona de Gibert,Nikolay Arefyev,Mikko Aulamo, Marta Bañón, Pinzhen Chen,Mariia Fedorova,Liane Guillou,Barry Haddow,Jan Hajič, Jindřich Helcl, Erik Henriksson,Mateusz Klimaszewski, Ville Komulainen, Andrey Kutuzov, Joona Kytöniemi,Veronika Laippala,Petter Mæhlum, Bhavitvya Malik, Farrokh Mehryary,Vladislav Mikhailov,Nikita Moghe, Amanda Myntti, Dayyán O'Brien,Stephan Oepen,Proyag Pal, Jousia Piha, Sampo Pyysalo,Gema Ramírez-Sánchez,David Samuel, Pavel Stepachev, Jörg Tiedemann,Dušan Variš, Tereza Vojtěchová, Jaume Zaragoza-Bernabeu

CoRR (2025)

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Multilingual Retrieval-Augmented Generation for Knowledge-Intensive Task

Leonardo Ranaldi,Barry Haddow,Alexandra Birch

arxiv（2025）

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EuroLLM-9B: Technical Report

Pedro Henrique Martins, João Alves,Patrick Fernandes, Nuno M. Guerreiro,Ricardo Rei, Amin Farajian,Mateusz Klimaszewski, Duarte M. Alves,José Pombal, Nicolas Boizard, Manuel Faysse,Pierre Colombo, François Yvon,Barry Haddow,José G. C. de Souza,Alexandra Birch, André F. T. Martins

arxiv（2025）

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Prepending or Cross-Attention for Speech-to-Text? an Empirical Comparison

Tsz Kin Lam,Marco Gaido,Sara Papi,Luisa Bentivogli,Barry Haddow

North American Chapter of the Association for Computational Linguisticspp.2994-3006, (2025)

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Contrastive Decoding Reduces Hallucinations in Large Multilingual Machine Translation Models

Jonas Waldendorf,Barry Haddow,Alexandra Birch

PROCEEDINGS OF THE 18TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 1 LONG PAPERSpp.2526-2539, (2024)

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When Does Monolingual Data Help Multilingual Translation: the Role of Domain and Model Scale

Christos Baziotis,Biao Zhang,Alexandra Birch,Barry Haddow

NAACL-HLTpp.6297-6324, (2024)

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