Francisco Guzmán

Small Data, Big Impact: Leveraging Minimal Data for Effective Machine Translation ACL 2023 Alternative Input Signals Ease Transfer in Multilingual Machine Translation ACL 2022 OCR Improves Machine Translation for Low-Resource Languages ACL 2022 Findings of the WMT’22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages EMNLP 2022 Quality Estimation without Human-labeled Data EACL 2021 Improving Zero-Shot Translation by Disentangling Positional Information IJCNLP 2021 Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data IJCNLP 2021 As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation IJCNLP 2021 Putting words into the system’s mouth: A targeted attack on neural machine translation using monolingual data poisoning IJCNLP 2021 Detecting Hallucinated Content in Conditional Neural Sequence Generation IJCNLP 2021 Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data ACL 2021 Improving Zero-Shot Translation by Disentangling Positional Information ACL 2021 Detecting Hallucinated Content in Conditional Neural Sequence Generation ACL 2021 Putting words into the system’s mouth: A targeted attack on neural machine translation using monolingual data poisoning ACL 2021 As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation ACL 2021 Mitigating Data Poisoning in Text Classification with Differential Privacy EMNLP 2021 Findings of the WMT 2021 Shared Task on Large-Scale Multilingual Machine Translation EMNLP 2021 XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment EMNLP 2021 Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications EMNLP 2021 WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia EACL 2021 Findings of the WMT 2020 Shared Task on Machine Translation Robustness EMNLP 2020 Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover’s Distance AACL 2020 Multi-Hypothesis Machine Translation Evaluation ACL 2020 Are we Estimating or Guesstimating Translation Quality? ACL 2020 Unsupervised Cross-lingual Representation Learning at Scale ACL 2020 CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs EMNLP 2020 TICO-19: the Translation Initiative for COvid-19 EMNLP 2020 An Exploratory Study on Multilingual Quality Estimation AACL 2020 Findings of the WMT 2020 Shared Task on Parallel Corpus Filtering and Alignment EMNLP 2020 Findings of the WMT 2020 Shared Task on Quality Estimation EMNLP 2020 BERGAMOT-LATTE Submissions for the WMT20 Quality Estimation Shared Task EMNLP 2020 The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–English EMNLP 2019 Findings of the WMT 2019 Shared Task on Parallel Corpus Filtering for Low-Resource Conditions ACL 2019 Low-Resource Corpus Filtering Using Multilingual Sentence Embeddings ACL 2019 The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–English IJCNLP 2019 Machine Translation Evaluation for Arabic using Morphologically-enriched Embeddings COLING 2016 It Takes Three to Tango: Triangulation Approach to Answer Ranking in Community Question Answering EMNLP 2016 Machine Translation Evaluation Meets Community Question Answering ACL 2016 Eyes Don’t Lie: Predicting Machine Translation Quality Using Eye Movement NAACL 2016 iAppraise: A Manual Machine Translation Evaluation Environment Supporting Eye-tracking NAACL 2016 MTE-NN at SemEval-2016 Task 3: Can Machine Translation Evaluation Help Community Question Answering? SEMEVAL 2016 Pairwise Neural Machine Translation Evaluation IJCNLP 2015 Pairwise Neural Machine Translation Evaluation ACL 2015 Analyzing Optimization for Statistical Machine Translation: MERT Learns Verbosity, PRO Learns Length CONLL 2015 Using Discourse Structure Improves Machine Translation Evaluation ACL 2014 Learning to Differentiate Better from Worse Translations EMNLP 2014 A Tale about PRO and Monsters ACL 2013 Understanding the Performance of Statistical MT Systems: A Linear Regression Framework COLING 2012 Optimizing for Sentence-Level BLEU+1 Yields Short Translations COLING 2012 EMDC: A Semi-supervised Approach for Word Alignment COLING 2010