← Authors

Francisco Guzmán

50 papers · 2010–2023 · 9 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (13) 🗺️ Taxonomy Completionist (51) 🌈 Renaissance Researcher (7) 🐝 Cross-Pollinator (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (9) 🤝 Dynamic Duo (19) 🔬 Deep Specialist (22) 💎 Century Club (50) 🚀 Conference Pioneer ⚡ Prolific Year (16) 🗃️ Keyword Collector (135) 📈 Trend Setter ❓ The Questioner (2) 🔥 Unstoppable (5)

Conferences

ACL (17) EMNLP (14) IJCNLP (7) COLING (4) AACL (2) EACL (2) NAACL (2) CONLL (1) SEMEVAL (1)

Top co-authors

Vishrav Chaudhary (19) Ahmed El-Kishky (13) Philipp Koehn (13) Preslav Nakov (10) Lucia Specia (8) Lluis Marquez (7) Stephan Vogel (6) Adithya Renduchintala (5) Chang Xu (5) James Cross (5)

Research topics

Differential Privacy (1)

Keywords

machine translation (19) low-resource language (15) quality estimation (6) transfer learning (5) neural machine translation (4) sentence-level prediction (3) machine translation evaluation (3) parallel corpus filtering (3) zero-shot translation (2) data augmentation (2) multilingual neural machine translation (2) parallel datum (2) multilingual nlp (2) representation learning (2) multilingual model (2) multilingual machine translation (2) synthetic datum (2) domain adaptation (2) pre-trained representation (2) low-resource translation (2)

Papers

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