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Viewing Publication 1 - 100 from 266

2023

Revisiting Contextual Toxicity Detection in ConversationsAtijit Anuchitanukul, Julia Ive, Lucia Specia. jdiq, 15(1), March 2023. [doi]

A study towards contextual understanding of toxicity in online conversationsPranava Madhyastha, Antigoni Founta, Lucia Specia. nle, 29(6):1538-1560, November 2023. [doi]

Choosing What to Mask: More Informed Masking for Multimodal Machine TranslationJúlia Sato, Helena de Medeiros Caseli, Lucia Specia. acl 2023: 244-253 [doi]

2022

Bias Mitigation in Machine Translation Quality EstimationHanna Behnke, Marina Fomicheva, Lucia Specia. acl 2022: 1475-1487 [doi]

MLQE-PE: A Multilingual Quality Estimation and Post-Editing DatasetMarina Fomicheva, Shuo Sun, Erick R. Fonseca, Chrysoula Zerva, Frédéric Blain, Vishrav Chaudhary, Francisco Guzmán, Nina Lopatina, Lucia Specia, André F. T. Martins. lrec 2022: 4963-4974 [doi]

Translation Error Detection as Rationale ExtractionMarina Fomicheva, Lucia Specia, Nikolaos Aletras. acl 2022: 4148-4159 [doi]

Logically Consistent Adversarial Attacks for Soft Theorem ProversAlexander Gaskell, Yishu Miao, Francesca Toni, Lucia Specia. IJCAI 2022: 4129-4135 [doi]

Supervised Visual Attention for Simultaneous Multimodal Machine TranslationVeneta Haralampieva, Ozan Caglayan, Lucia Specia. jair, 74:1059-1089, 2022. [doi]

Leveraging Pre-trained Language Models for Gender DebiasingNishtha Jain, Declan Groves, Lucia Specia, Maja Popovic. lrec 2022: 2188-2195 [doi]

Multimodal Conversation Modelling for Topic Derailment DetectionZhenhao Li, Marek Rei, Lucia Specia. emnlp 2022: 5115-5127 [doi]

Multilingual and Multimodal Learning for Brazilian PortugueseJúlia Sato, Helena de Medeiros Caseli, Lucia Specia. lrec 2022: 919-927 [doi]

A Taxonomy and Study of Critical Errors in Machine TranslationKhetam Al Sharou, Lucia Specia. eamt 2022: 171-179 [doi]

Guiding Visual Question GenerationNihir Vedd, Zixu Wang, Marek Rei, Yishu Miao, Lucia Specia. naacl 2022: 1640-1654 [doi]

MultiSubs: A Large-scale Multimodal and Multilingual DatasetJosiah Wang, Josiel Figueiredo, Lucia Specia. lrec 2022: 6776-6785 [doi]

Contrastive Video-Language Learning with Fine-grained Frame SamplingZixu Wang, Yujie Zhong, Yishu Miao, Lin Ma 0002, Lucia Specia. ijcnlp 2022: 694-705 [doi]

Findings of the WMT 2022 Shared Task on Quality EstimationChrysoula Zerva, Frédéric Blain, Ricardo Rei, Piyawat Lertvittayakumjorn, José G. C. de Souza, Steffen Eger, Diptesh Kanojia, Duarte M. Alves, Constantin Orasan, Marina Fomicheva, André F. T. Martins, Lucia Specia. wmt 2022: 69-99 [doi]

2021

The (Un)Suitability of Automatic Evaluation Metrics for Text SimplificationFernando Alva-Manchego, Carolina Scarton, Lucia Specia. coling, 47(4):861-889, 2021. [doi]

deepQuest-py: Large and Distilled Models for Quality EstimationFernando Alva-Manchego, Abiola Obamuyide, Amit Gajbhiye, Frédéric Blain, Marina Fomicheva, Lucia Specia. emnlp 2020: 382-389 [doi]

Leveraging auxiliary image descriptions for dense video captioningEmre Boran, Aykut Erdem, Nazli Ikizler-Cinbis, Erkut Erdem, Pranava Madhyastha, Lucia Specia. prl, 146:70-76, 2021. [doi]

Cross-lingual Visual Pre-training for Multimodal Machine TranslationOzan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem, Aykut Erdem, Lucia Specia. eacl 2021: 1317-1324 [doi]

MSVD-Turkish: a comprehensive multimodal video dataset for integrated vision and language research in TurkishBegum Citamak, Ozan Caglayan, Menekse Kuyu, Erkut Erdem, Aykut Erdem, Pranava Madhyastha, Lucia Specia. mt, 35(2):265-288, 2021. [doi]

Uncertainty Aware Review Hallucination for Science Article ClassificationKorbinian Friedl, Georgios Rizos, Lukas Stappen, Madina Hasan, Lucia Specia, Thomas Hain, Björn W. Schuller. acl 2021: 5004-5009 [doi]

Knowledge Distillation for Quality EstimationAmit Gajbhiye, Marina Fomicheva, Fernando Alva-Manchego, Frédéric Blain, Abiola Obamuyide, Nikolaos Aletras, Lucia Specia. acl 2021: 5091-5099 [doi]

Exploiting Multimodal Reinforcement Learning for Simultaneous Machine TranslationJulia Ive, Andy Mingren Li, Yishu Miao, Ozan Caglayan, Pranava Madhyastha, Lucia Specia. eacl 2021: 3222-3233 [doi]

Exploring Supervised and Unsupervised Rewards in Machine TranslationJulia Ive, Zixu Wang, Marina Fomicheva, Lucia Specia. eacl 2021: 1908-1920 [doi]

ICL's Submission to the WMT21 Critical Error Detection Shared TaskGenze Jiang, Zhenhao Li, Lucia Specia. wmt 2021: 928-934 [doi]

Pushing the Right Buttons: Adversarial Evaluation of Quality EstimationDiptesh Kanojia, Marina Fomicheva, Tharindu Ranasinghe, Frédéric Blain, Constantin Orasan, Lucia Specia. wmt 2021: 625-638 [doi]

Visual Cues and Error Correction for Translation RobustnessZhenhao Li, Marek Rei, Lucia Specia. emnlp 2021: 3153-3168 [doi]

A Generative Framework for Simultaneous Machine TranslationYishu Miao, Phil Blunsom, Lucia Specia. emnlp 2021: 6697-6706 [doi]

BERTGen: Multi-task Generation through BERTFaidon Mitzalis, Ozan Caglayan, Pranava Madhyastha, Lucia Specia. acl 2021: 6440-6455 [doi]

Continual Quality Estimation with Online Bayesian Meta-LearningAbiola Obamuyide, Marina Fomicheva, Lucia Specia. acl 2021: 190-197 [doi]

Bayesian Model-Agnostic Meta-Learning with Matrix-Valued Kernels for Quality EstimationAbiola Obamuyide, Marina Fomicheva, Lucia Specia. rep4nlp 2021: 223-230 [doi]

Towards a Better Understanding of Noise in Natural Language ProcessingKhetam Al Sharou, Zhenhao Li, Lucia Specia. ranlp 2021: 53-62 [doi]

SentSim: Crosslingual Semantic Evaluation of Machine TranslationYurun Song, Junchen Zhao, Lucia Specia. naacl 2021: 3143-3156 [doi]

Read, spot and translateLucia Specia, Josiah Wang, Sun Jae Lee, Alissa Ostapenko, Pranava Madhyastha. mt, 35(2):145-165, 2021. [doi]

Findings of the WMT 2021 Shared Task on Quality EstimationLucia Specia, Frédéric Blain, Marina Fomicheva, Chrysoula Zerva, Zhenhao Li, Vishrav Chaudhary, André F. T. Martins. wmt 2021: 684-725 [doi]

Classification-based Quality Estimation: Small and Efficient Models for Real-world ApplicationsShuo Sun, Ahmed El-Kishky, Vishrav Chaudhary, James Cross, Lucia Specia, Francisco Guzmán. emnlp 2021: 5865-5875 [doi]

Quality Estimation without Human-labeled DataYi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Francisco Guzmán, Lucia Specia. eacl 2021: 619-625 [doi]

Cross-Modal Generative Augmentation for Visual Question AnsweringZixu Wang, Yishu Miao, Lucia Specia. bmvc 2021: 433 [doi]

Latent Variable Models for Visual Question AnsweringZixu Wang, Yishu Miao, Lucia Specia. iccvw 2021: 3137-3141 [doi]

Backtranslation Feedback Improves User Confidence in MT, Not QualityVilém Zouhar, Michal Novák, Matús Zilinec, Ondrej Bojar, Mateo Obregón, Robin L. Hill, Frédéric Blain, Marina Fomicheva, Lucia Specia, Lisa Yankovskaya. naacl 2021: 151-161 [doi]

2020

Data-Driven Sentence Simplification: Survey and BenchmarkFernando Emilio Alva-Manchego, Carolina Scarton, Lucia Specia. coling, 46(1):135-187, 2020. [doi]

ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting TransformationsFernando Emilio Alva-Manchego, Louis Martin, Antoine Bordes, Carolina Scarton, Benoît Sagot, Lucia Specia. acl 2020: 4668-4679 [doi]

Quality In, Quality Out: Learning from Actual MistakesFrédéric Blain, Nikolaos Aletras, Lucia Specia. eamt 2020: 145-153 [doi]

Curious Case of Language Generation Evaluation Metrics: A Cautionary TaleOzan Caglayan, Pranava Madhyastha, Lucia Specia. COLING 2020: 2322-2328 [doi]

Simultaneous Machine Translation with Visual ContextOzan Caglayan, Julia Ive, Veneta Haralampieva, Pranava Madhyastha, Loïc Barrault, Lucia Specia. emnlp 2020: 2350-2361 [doi]

Multi-Hypothesis Machine Translation EvaluationMarina Fomicheva, Lucia Specia, Francisco Guzmán. acl 2020: 1218-1232 [doi]

BERGAMOT-LATTE Submissions for the WMT20 Quality Estimation Shared TaskMarina Fomicheva, Shuo Sun, Lisa Yankovskaya, Frédéric Blain, Vishrav Chaudhary, Mark Fishel, Francisco Guzmán, Lucia Specia. wmt 2020: 1010-1017 [doi]

Unsupervised Quality Estimation for Neural Machine TranslationMarina Fomicheva, Shuo Sun, Lisa Yankovskaya, Frédéric Blain, Francisco Guzmán, Mark Fishel, Nikolaos Aletras, Vishrav Chaudhary, Lucia Specia. tacl, 8:539-555, 2020. [doi]

A Post-Editing Dataset in the Legal Domain: Do we Underestimate Neural Machine Translation Quality?Julia Ive, Lucia Specia, Sara Szoc, Tom Vanallemeersch, Joachim Van den Bogaert, Eduardo Farah, Christine Maroti, Artur Ventura, Maxim Khalilov. lrec 2020: 3692-3697 [doi]

FIND: Human-in-the-Loop Debugging Deep Text ClassifiersPiyawat Lertvittayakumjorn, Lucia Specia, Francesca Toni. emnlp 2020: 332-348 [doi]

Exploring Model Consensus to Generate Translation ParaphrasesZhenhao Li, Marina Fomicheva, Lucia Specia. aclnmt 2020: 161-168 [doi]

Multimodal Quality Estimation for Machine TranslationShu Okabe, Frédéric Blain, Lucia Specia. acl 2020: 1233-1240 [doi]

Deciding When, How and for Whom to SimplifyCarolina Scarton, Pranava Madhyastha, Lucia Specia. ecai 2020: 2172-2179 [doi]

Findings of the WMT 2020 Shared Task on Quality EstimationLucia Specia, Frédéric Blain, Marina Fomicheva, Erick Rocha Fonseca, Vishrav Chaudhary, Francisco Guzmán, André F. T. Martins. wmt 2020: 743-764 [doi]

Findings of the WMT 2020 Shared Task on Machine Translation RobustnessLucia Specia, Zhenhao Li, Juan Pino, Vishrav Chaudhary, Francisco Guzmán, Graham Neubig, Nadir Durrani, Yonatan Belinkov, Philipp Koehn, Hassan Sajjad, Paul Michel, Xian Li. wmt 2020: 76-91 [doi]

Multimodal machine translation through visuals and speechUmut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann. mt, 34(2):97-147, 2020. [doi]

Are we Estimating or Guesstimating Translation Quality?Shuo Sun, Francisco Guzmán, Lucia Specia. acl 2020: 6262-6267 [doi]

An Exploratory Study on Multilingual Quality EstimationShuo Sun, Marina Fomicheva, Frédéric Blain, Vishrav Chaudhary, Ahmed El-Kishky, Adithya Renduchintala, Francisco Guzmán, Lucia Specia. ijcnlp 2020: 366-377 [doi]

2019

Cross-Sentence Transformations in Text SimplificationFernando Emilio Alva-Manchego, Carolina Scarton, Lucia Specia. acl-wnlp 2019: 181-184 [doi]

EASSE: Easier Automatic Sentence Simplification EvaluationFernando Alva-Manchego, Louis Martin, Carolina Scarton, Lucia Specia. emnlp 2019: 49-54 [doi]

Probing the Need for Visual Context in Multimodal Machine TranslationOzan Caglayan, Pranava Madhyastha, Lucia Specia, Loïc Barrault. naacl 2019: 4159-4170 [doi]

WMDO: Fluency-based Word Mover's Distance for Machine Translation EvaluationJulian Chow, Lucia Specia, Pranava Madhyastha. wmt 2019: 494-500 [doi]

APE-QUESTJoachim Van den Bogaert, Heidi Depraetere, Sara Szoc, Tom Vanallemeersch, Koen Van Winckel, Frederic Everaert, Lucia Specia, Julia Ive, Maxim Khalilov, Christine Maroti, Eduardo Farah, Artur Ventura. mtsummit 2019: 110-111 [doi]

Taking MT Evaluation Metrics to Extremes: Beyond Correlation with Human JudgmentsMarina Fomicheva, Lucia Specia. coling, 45(3):515-558, 2019. [doi]

Distilling Translations with Visual AwarenessJulia Ive, Pranava Madhyastha, Lucia Specia. acl 2019: 6525-6538 [doi]

Deep Copycat Networks for Text-to-Text GenerationJulia Ive, Pranava Madhyastha, Lucia Specia. emnlp 2019: 3225-3234 [doi]

A Comparison on Fine-grained Pre-trained Embeddings for the WMT19Chinese-English News Translation TaskZhenhao Li, Lucia Specia. wmt 2019: 249-256 [doi]

Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back-TranslationZhenhao Li, Lucia Specia. aclnut 2019: 328-336 [doi]

VIFIDEL: Evaluating the Visual Fidelity of Image DescriptionsPranava Madhyastha, Josiah Wang, Lucia Specia. acl 2019: 6539-6550 [doi]

Joint Processing of Language and Visual Data for Better Automated Understanding (Dagstuhl Seminar 19021)Marie-Francine Moens, Lucia Specia, Tinne Tuytelaars. dagstuhl-reports, 9(1):1-27, 2019. [doi]

The IWSLT 2019 Evaluation CampaignJan Niehues, Roldano Cattoni, Sebastian Stüker, Matteo Negri, Marco Turchi, Thanh-Le Ha, Elizabeth Salesky, Ramon Sanabria, Loïc Barrault, Lucia Specia, Marcello Federico. iwslt 2019: [doi]

Phrase-Level Simplification for Non-native SpeakersGustavo H. Paetzold, Lucia Specia. cicling 2023: 406-431 [doi]

Estimating post-editing effort: a study on human judgements, task-based and reference-based metrics of MT qualityCarolina Scarton, Mikel L. Forcada, Miquel Esplà-Gomis, Lucia Specia. iwslt 2019: [doi]

Phrase Localization Without Paired Training ExamplesJosiah Wang, Lucia Specia. iccv 2019: 4662-4671 [doi]

Is artificial data useful for biomedical Natural Language Processing algorithms?Zixu Wang, Julia Ive, Sumithra Velupillai, Lucia Specia. bionlp 2019: 240-249 [doi]

Transformer-based Cascaded Multimodal Speech TranslationZixiu Wu, Ozan Caglayan, Julia Ive, Josiah Wang, Lucia Specia. iwslt 2019: [doi]

2018

Findings of the Third Shared Task on Multimodal Machine TranslationLoïc Barrault, Fethi Bougares, Lucia Specia, Chiraag Lala, Desmond Elliott, Stella Frank. wmt 2018: 304-323 [doi]

Combining Quality Estimation and Automatic Post-editing to Enhance Machine Translation outputRajen Chatterjee, Matteo Negri, Marco Turchi, Frédéric Blain, Lucia Specia. amta 2018: 26-38 [doi]

Exploring gap filling as a cheaper alternative to reading comprehension questionnaires when evaluating machine translation for gistingMikel L. Forcada, Carolina Scarton, Lucia Specia, Barry Haddow, Alexandra Birch. wmt 2018: 192-203 [doi]

Assessing multilingual multimodal image description: Studies of native speaker preferences and translator choicesStella Frank, Desmond Elliott, Lucia Specia. nle, 24(3):393-413, 2018. [doi]

deepQuest: A Framework for Neural-based Quality EstimationJulia Ive, Frédéric Blain, Lucia Specia. COLING 2018: 3146-3157 [doi]

Sheffield Submissions for the WMT18 Quality Estimation Shared TaskJulia Ive, Carolina Scarton, Frédéric Blain, Lucia Specia. wmt 2018: 794-800 [doi]

Sheffield Submissions for WMT18 Multimodal Translation Shared TaskChiraag Lala, Pranava Swaroop Madhyastha, Carolina Scarton, Lucia Specia. wmt 2018: 624-631 [doi]

Multimodal Lexical TranslationChiraag Lala, Lucia Specia. lrec 2018:

The role of image representations in vision to language tasksPranava Swaroop Madhyastha, Josiah Wang, Lucia Specia. nle, 24(3):415-439, 2018. [doi]

Defoiling Foiled Image CaptionsPranava Swaroop Madhyastha, Josiah Wang, Lucia Specia. naacl 2018: 433-438 [doi]

End-to-end Image Captioning Exploits Distributional Similarity in Multimodal SpacePranava Swaroop Madhyastha, Josiah Wang, Lucia Specia. emnlp 2018: 381-383 [doi]

End-to-end Image Captioning Exploits Distributional Similarity in Multimodal SpacePranava Swaroop Madhyastha, Josiah Wang, Lucia Specia. bmvc 2018: 306 [doi]

SimPA: A Sentence-Level Simplification Corpus for the Public Administration DomainCarolina Scarton, Gustavo Paetzold, Lucia Specia. lrec 2018:

Learning Simplifications for Specific Target AudiencesCarolina Scarton, Lucia Specia. acl 2018: 712-718 [doi]

Text Simplification from Professionally Produced CorporaCarolina Scarton, Gustavo Paetzold, Lucia Specia. lrec 2018:

Quality Estimation for Machine TranslationLucia Specia, Carolina Scarton, Gustavo Henrique Paetzold. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, 2018. [doi]

Multi-modal Context Modelling for Machine TranslationLucia Specia. eamt 2018: [doi]

Findings of the WMT 2018 Shared Task on Quality EstimationLucia Specia, Frédéric Blain, Varvara Logacheva, Ramón Fernández Astudillo, André F. T. Martins. wmt 2018: 689-709 [doi]

Vis-Eval Metric Viewer: A Visualisation Tool for Inspecting and Evaluating Metric Scores of Machine Translation OutputDavid Steele, Lucia Specia. naacl 2018: 71-75 [doi]

Object Counts! Bringing Explicit Detections Back into Image CaptioningJosiah Wang, Pranava Swaroop Madhyastha, Lucia Specia. naacl 2018: 2180-2193 [doi]

A Report on the Complex Word Identification Shared Task 2018Seid Muhie Yimam, Chris Biemann, Shervin Malmasi, Gustavo Paetzold, Lucia Specia, Sanja Stajner, Anaïs Tack, Marcos Zampieri. bea 2018: 66-78 [doi]

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