Lucia Specia

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 220

Top Venues

University of São Paulo, Brazil (PHD)

Education History

University of São Paulo, Brazil

PHD

Publications

Falwah Alhamed, Julia Ive, Lucia Specia
Classifying Social Media Users before and after Depression Diagnosis via Their Language Usage: A Dataset and Study. LREC/COLING (2024)
Haoyan Luo, Lucia Specia
From Understanding to Utilization: A Survey on Explainability for Large Language Models. CoRR (2024)
Guorun Wang, Lucia Specia
MoESD: Mixture of Experts Stable Diffusion to Mitigate Gender Bias. CoRR (2024)
Zhenhao Li, Marek Rei, Lucia Specia
DiffuseDef: Improved Robustness to Adversarial Attacks. CoRR (2024)
Atijit Anuchitanukul, Julia Ive, Lucia Specia
Revisiting Contextual Toxicity Detection in Conversations. ACM J. Data Inf. Qual. 15 (1) (2023)
Júlia Sato, Helena de Medeiros Caseli, Lucia Specia
Choosing What to Mask: More Informed Masking for Multimodal Machine Translation. ACL (student) (2023)
Pranava Madhyastha, Antigoni Founta, Lucia Specia
A study towards contextual understanding of toxicity in online conversations. Nat. Lang. Eng. 29 (6) (2023)
Zixu Wang, Yujie Zhong, Yishu Miao, Lin Ma, Lucia Specia
Contrastive Video-Language Learning with Fine-grained Frame Sampling. CoRR (2022)
Joël Tang, Marina Fomicheva, Lucia Specia
Reducing Hallucinations in Neural Machine Translation with Feature Attribution. CoRR (2022)
Marina Fomicheva, Lucia Specia, Nikolaos Aletras
Translation Error Detection as Rationale Extraction. ACL (Findings) (2022)
Veneta Haralampieva, Ozan Caglayan, Lucia Specia
Supervised Visual Attention for Simultaneous Multimodal Machine Translation. CoRR (2022)
Veneta Haralampieva, Ozan Caglayan, Lucia Specia
Supervised Visual Attention for Simultaneous Multimodal Machine Translation. J. Artif. Intell. Res. 74 (2022)
Zhenhao Li, Marek Rei, Lucia Specia
Multimodal Conversation Modelling for Topic Derailment Detection. EMNLP (Findings) (2022)
Atijit Anuchitanukul, Lucia Specia
Burst2Vec: An Adversarial Multi-Task Approach for Predicting Emotion, Age, and Origin from Vocal Bursts. CoRR (2022)
Alexander Gaskell, Yishu Miao, Lucia Specia, Francesca Toni
Logically Consistent Adversarial Attacks for Soft Theorem Provers. CoRR (2022)
Joshua Cesare Placidi, Yishu Miao, Zixu Wang, Lucia Specia
Scene Text Recognition with Semantics. CoRR (2022)
Nihir Vedd, Zixu Wang, Marek Rei, Yishu Miao, Lucia Specia
Guiding Visual Question Generation. NAACL-HLT (2022)
Zixu Wang, Yujie Zhong, Yishu Miao, Lin Ma, Lucia Specia
Contrastive Video-Language Learning with Fine-grained Frame Sampling. AACL/IJCNLP (1) (2022)
Josiah Wang, Josiel Figueiredo, Lucia Specia
MultiSubs: A Large-scale Multimodal and Multilingual Dataset. LREC (2022)
Alexander Gaskell, Yishu Miao, Francesca Toni, Lucia Specia
Logically Consistent Adversarial Attacks for Soft Theorem Provers. IJCAI (2022)
Khetam Al Sharou, Lucia Specia
A Taxonomy and Study of Critical Errors in Machine Translation. EAMT (2022)
Chrysoula 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
Findings of the WMT 2022 Shared Task on Quality Estimation. WMT (2022)
Nishtha Jain, Declan Groves, Lucia Specia, Maja Popovic
Leveraging Pre-trained Language Models for Gender Debiasing. LREC (2022)
Hanna Behnke, Marina Fomicheva, Lucia Specia
Bias Mitigation in Machine Translation Quality Estimation. ACL (1) (2022)
Marina Fomicheva, Shuo Sun, Erick R. Fonseca, Chrysoula Zerva, Frédéric Blain, Vishrav Chaudhary, Francisco Guzmán, Nina Lopatina, Lucia Specia, André F. T. Martins
MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset. LREC (2022)
Júlia Sato, Helena de Medeiros Caseli, Lucia Specia
Multilingual and Multimodal Learning for Brazilian Portuguese. LREC (2022)
Josiah Wang, Pranava Madhyastha, Josiel Figueiredo, Chiraag Lala, Lucia Specia
MultiSubs: A Large-scale Multimodal and Multilingual Dataset. CoRR (2021)
Genze Jiang, Zhenhao Li, Lucia Specia
ICL's Submission to the WMT21 Critical Error Detection Shared Task. WMT@EMNLP (2021)
Zhenhao Li, Marek Rei, Lucia Specia
Improving Translation Robustness with Visual Cues and Error Correction. CoRR (2021)
Amit Gajbhiye, Marina Fomicheva, Fernando Alva-Manchego, Frédéric Blain, Abiola Obamuyide, Nikolaos Aletras, Lucia Specia
Knowledge Distillation for Quality Estimation. CoRR (2021)
Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem, Aykut Erdem, Lucia Specia
Cross-lingual Visual Pre-training for Multimodal Machine Translation. CoRR (2021)
Khetam Al Sharou, Zhenhao Li, Lucia Specia
Towards a Better Understanding of Noise in Natural Language Processing. RANLP (2021)
Begum Citamak, Ozan Caglayan, Menekse Kuyu, Erkut Erdem, Aykut Erdem, Pranava Madhyastha, Lucia Specia
MSVD-Turkish: a comprehensive multimodal video dataset for integrated vision and language research in Turkish. Mach. Transl. 35 (2) (2021)
Korbinian Friedl, Georgios Rizos, Lukas Stappen, Madina Hasan, Lucia Specia, Thomas Hain, Björn W. Schuller
Uncertainty Aware Review Hallucination for Science Article Classification. ACL/IJCNLP (Findings) (2021)
Zixu Wang, Yishu Miao, Lucia Specia
Cross-Modal Generative Augmentation for Visual Question Answering. BMVC (2021)
Julia Ive, Andy Mingren Li, Yishu Miao, Ozan Caglayan, Pranava Madhyastha, Lucia Specia
Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation. EACL (2021)
Julia Ive, Andy Mingren Li, Yishu Miao, Ozan Caglayan, Pranava Madhyastha, Lucia Specia
Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation. CoRR (2021)
Panagiotis Fytas, Georgios Rizos, Lucia Specia
What Makes a Scientific Paper be Accepted for Publication? CoRR (2021)
Faidon Mitzalis, Ozan Caglayan, Pranava Madhyastha, Lucia Specia
BERTGen: Multi-task Generation through BERT. ACL/IJCNLP (1) (2021)
Shuo Sun, Ahmed El-Kishky, Vishrav Chaudhary, James Cross, Lucia Specia, Francisco Guzmán
Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications. EMNLP (1) (2021)
Abiola Obamuyide, Marina Fomicheva, Lucia Specia
Bayesian Model-Agnostic Meta-Learning with Matrix-Valued Kernels for Quality Estimation. RepL4NLP@ACL-IJCNLP (2021)
Antigoni-Maria Founta, Lucia Specia
A Survey of Online Hate Speech through the Causal Lens. CoRR (2021)
Zhenhao Li, Marek Rei, Lucia Specia
Visual Cues and Error Correction for Translation Robustness. EMNLP (Findings) (2021)
Lucia Specia, Josiah Wang, Sun Jae Lee, Alissa Ostapenko, Pranava Madhyastha
Read, spot and translate. Mach. Transl. 35 (2) (2021)
Faidon Mitzalis, Ozan Caglayan, Pranava Madhyastha, Lucia Specia
BERTGEN: Multi-task Generation through BERT. CoRR (2021)
Vilém Zouhar, Michal Novák, Matús Zilinec, Ondrej Bojar, Mateo Obregón, Robin L. Hill, Frédéric Blain, Marina Fomicheva, Lucia Specia, Lisa Yankovskaya
Backtranslation Feedback Improves User Confidence in MT, Not Quality. NAACL-HLT (2021)
Fernando Alva-Manchego, Carolina Scarton, Lucia Specia
The (Un)Suitability of Automatic Evaluation Metrics for Text Simplification. Comput. Linguistics 47 (4) (2021)
Lucia Specia, Frédéric Blain, Marina Fomicheva, Chrysoula Zerva, Zhenhao Li, Vishrav Chaudhary, André F. T. Martins
Findings of the WMT 2021 Shared Task on Quality Estimation. WMT@EMNLP (2021)
Zixu Wang, Yishu Miao, Lucia Specia
Latent Variable Models for Visual Question Answering. CoRR (2021)
Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem, Aykut Erdem, Lucia Specia
Cross-lingual Visual Pre-training for Multimodal Machine Translation. EACL (2021)
Yishu Miao, Phil Blunsom, Lucia Specia
A Generative Framework for Simultaneous Machine Translation. EMNLP (1) (2021)
Julia Ive, Zixu Wang, Marina Fomicheva, Lucia Specia
Exploring Supervised and Unsupervised Rewards in Machine Translation. CoRR (2021)
Vilém Zouhar, Michal Novák, Matús Zilinec, Ondrej Bojar, Mateo Obregón, Robin L. Hill, Frédéric Blain, Marina Fomicheva, Lucia Specia, Lisa Yankovskaya
Backtranslation Feedback Improves User Confidence in MT, Not Quality. CoRR (2021)
Abiola Obamuyide, Marina Fomicheva, Lucia Specia
Continual Quality Estimation with Online Bayesian Meta-Learning. ACL/IJCNLP (2) (2021)
Yi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Francisco Guzmán, Lucia Specia
Quality Estimation without Human-labeled Data. CoRR (2021)
Emre Boran, Aykut Erdem, Nazli Ikizler-Cinbis, Erkut Erdem, Pranava Madhyastha, Lucia Specia
Leveraging auxiliary image descriptions for dense video captioning. Pattern Recognit. Lett. 146 (2021)
Fernando Alva-Manchego, Abiola Obamuyide, Amit Gajbhiye, Frédéric Blain, Marina Fomicheva, Lucia Specia
deepQuest-py: Large and Distilled Models for Quality Estimation. EMNLP (Demos) (2021)
Shuo Sun, Ahmed El-Kishky, Vishrav Chaudhary, James Cross, Francisco Guzmán, Lucia Specia
Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications. CoRR (2021)
Julia Ive, Atijit Anuchitanukul, Lucia Specia
Revisiting Contextual Toxicity Detection in Conversations. CoRR (2021)
Diptesh Kanojia, Marina Fomicheva, Tharindu Ranasinghe, Frédéric Blain, Constantin Orasan, Lucia Specia
Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation. CoRR (2021)
Marina Fomicheva, Lucia Specia, Nikolaos Aletras
Translation Error Detection as Rationale Extraction. CoRR (2021)
Zixu Wang, Yishu Miao, Lucia Specia
Latent Variable Models for Visual Question Answering. ICCVW (2021)
Nihir Vedd, Zixu Wang, Marek Rei, Yishu Miao, Lucia Specia
Guiding Visual Question Generation. CoRR (2021)
Yurun Song, Junchen Zhao, Lucia Specia
SentSim: Crosslingual Semantic Evaluation of Machine Translation. NAACL-HLT (2021)
Julia Ive, Zixu Wang, Marina Fomicheva, Lucia Specia
Exploring Supervised and Unsupervised Rewards in Machine Translation. EACL (2021)
Zixu Wang, Yishu Miao, Lucia Specia
Cross-Modal Generative Augmentation for Visual Question Answering. CoRR (2021)
Diptesh Kanojia, Marina Fomicheva, Tharindu Ranasinghe, Frédéric Blain, Constantin Orasan, Lucia Specia
Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation. WMT@EMNLP (2021)
Amit Gajbhiye, Marina Fomicheva, Fernando Alva-Manchego, Frédéric Blain, Abiola Obamuyide, Nikolaos Aletras, Lucia Specia
Knowledge Distillation for Quality Estimation. ACL/IJCNLP (Findings) (2021)
Yi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Francisco Guzmán, Lucia Specia
Quality Estimation without Human-labeled Data. EACL (2021)
Frédéric Blain, Nikolaos Aletras, Lucia Specia
Quality In, Quality Out: Learning from Actual Mistakes. EAMT (2020)
Piyawat Lertvittayakumjorn, Lucia Specia, Francesca Toni
FIND: Human-in-the-Loop Debugging Deep Text Classifiers. EMNLP (1) (2020)
Marina Fomicheva, Shuo Sun, Lisa Yankovskaya, Frédéric Blain, Francisco Guzmán, Mark Fishel, Nikolaos Aletras, Vishrav Chaudhary, Lucia Specia
Unsupervised Quality Estimation for Neural Machine Translation. Trans. Assoc. Comput. Linguistics 8 (2020)
Julia Ive, Lucia Specia, Sara Szoc, Tom Vanallemeersch, Joachim Van den Bogaert, Eduardo Farah, Christine Maroti, Artur Ventura, Maxim Khalilov
A Post-Editing Dataset in the Legal Domain: Do we Underestimate Neural Machine Translation Quality? LREC (2020)
Marina Fomicheva, Shuo Sun, Erick R. Fonseca, Frédéric Blain, Vishrav Chaudhary, Francisco Guzmán, Nina Lopatina, Lucia Specia, André F. T. Martins
MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset. CoRR (2020)
Lucia Specia, Loïc Barrault, Ozan Caglayan, Amanda Cardoso Duarte, Desmond Elliott, Spandana Gella, Nils Holzenberger, Chiraag Lala, Sun Jae Lee, Jindrich Libovický, Pranava Madhyastha, Florian Metze, Karl Mulligan, Alissa Ostapenko, Shruti Palaskar, Ramon Sanabria, Josiah Wang, Raman Arora
Grounded Sequence to Sequence Transduction. IEEE J. Sel. Top. Signal Process. 14 (3) (2020)
Fernando Alva-Manchego, Louis Martin, Antoine Bordes, Carolina Scarton, Benoît Sagot, Lucia Specia
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations. CoRR (2020)
Ozan Caglayan, Julia Ive, Veneta Haralampieva, Pranava Madhyastha, Loïc Barrault, Lucia Specia
Simultaneous Machine Translation with Visual Context. EMNLP (1) (2020)
Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Casey A. Fitzpatrick, Peter Bull, Greg Lipstein, Tony Nelli, Ron Zhu, Niklas Muennighoff, Riza Velioglu, Jewgeni Rose, Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, Helen Yannakoudakis, Vlad Sandulescu, Umut Ozertem, Patrick Pantel, Lucia Specia, Devi Parikh
The Hateful Memes Challenge: Competition Report. NeurIPS (Competition and Demos) (2020)
Ozan Caglayan, Pranava Madhyastha, Lucia Specia
Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale. CoRR (2020)
Marina Fomicheva, Lucia Specia, Francisco Guzmán
Multi-Hypothesis Machine Translation Evaluation. ACL (2020)
Carolina Scarton, Pranava Madhyastha, Lucia Specia
Deciding When, How and for Whom to Simplify. ECAI (2020)
Shuo Sun, Francisco Guzmán, Lucia Specia
Are we Estimating or Guesstimating Translation Quality? ACL (2020)
Yujie Zhong, Linhai Xie, Sen Wang, Lucia Specia, Yishu Miao
Watch and Learn: Mapping Language and Noisy Real-world Videos with Self-supervision. CoRR (2020)
Ozan Caglayan, Pranava Madhyastha, Lucia Specia
Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale. COLING (2020)
Ozan Caglayan, Julia Ive, Veneta Haralampieva, Pranava Madhyastha, Loïc Barrault, Lucia Specia
Simultaneous Machine Translation with Visual Context. CoRR (2020)
Begum Citamak, Ozan Caglayan, Menekse Kuyu, Erkut Erdem, Aykut Erdem, Pranava Madhyastha, Lucia Specia
MSVD-Turkish: A Comprehensive Multimodal Dataset for Integrated Vision and Language Research in Turkish. CoRR (2020)
Fernando Alva-Manchego, Louis Martin, Antoine Bordes, Carolina Scarton, Benoît Sagot, Lucia Specia
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations. ACL (2020)
Lucia Specia, Zhenhao Li, Juan Miguel Pino, Vishrav Chaudhary, Francisco Guzmán, Graham Neubig, Nadir Durrani, Yonatan Belinkov, Philipp Koehn, Hassan Sajjad, Paul Michel, Xian Li
Findings of the WMT 2020 Shared Task on Machine Translation Robustness. WMT@EMNLP (2020)
Marina Fomicheva, Shuo Sun, Lisa Yankovskaya, Frédéric Blain, Vishrav Chaudhary, Mark Fishel, Francisco Guzmán, Lucia Specia
BERGAMOT-LATTE Submissions for the WMT20 Quality Estimation Shared Task. WMT@EMNLP (2020)
Zhenhao Li, Marina Fomicheva, Lucia Specia
Exploring Model Consensus to Generate Translation Paraphrases. NGT@ACL (2020)
Fernando Alva-Manchego, Carolina Scarton, Lucia Specia
Data-Driven Sentence Simplification: Survey and Benchmark. Comput. Linguistics 46 (1) (2020)
Shuo Sun, Marina Fomicheva, Frédéric Blain, Vishrav Chaudhary, Ahmed El-Kishky, Adithya Renduchintala, Francisco Guzmán, Lucia Specia
An Exploratory Study on Multilingual Quality Estimation. AACL/IJCNLP (2020)
Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann
Multimodal machine translation through visuals and speech. Mach. Transl. 34 (2-3) (2020)
Lucia Specia, Frédéric Blain, Marina Fomicheva, Erick Rocha Fonseca, Vishrav Chaudhary, Francisco Guzmán, André F. T. Martins
Findings of the WMT 2020 Shared Task on Quality Estimation. WMT@EMNLP (2020)
Piyawat Lertvittayakumjorn, Lucia Specia, Francesca Toni
FIND: Human-in-the-Loop Debugging Deep Text Classifiers. CoRR (2020)
Shu Okabe, Frédéric Blain, Lucia Specia
Multimodal Quality Estimation for Machine Translation. ACL (2020)
Marina Fomicheva, Shuo Sun, Lisa Yankovskaya, Frédéric Blain, Francisco Guzmán, Mark Fishel, Nikolaos Aletras, Vishrav Chaudhary, Lucia Specia
Unsupervised Quality Estimation for Neural Machine Translation. CoRR (2020)
Marie-Francine Moens, Lucia Specia, Tinne Tuytelaars
Joint Processing of Language and Visual Data for Better Automated Understanding (Dagstuhl Seminar 19021). Dagstuhl Reports 9 (1) (2019)
Zhenhao Li, Lucia Specia
A Comparison on Fine-grained Pre-trained Embeddings for the WMT19Chinese-English News Translation Task. WMT (2) (2019)
Jan Niehues, Roldano Cattoni, Sebastian Stüker, Matteo Negri, Marco Turchi, Thanh-Le Ha, Elizabeth Salesky, Ramon Sanabria, Loïc Barrault, Lucia Specia, Marcello Federico
The IWSLT 2019 Evaluation Campaign. IWSLT (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lucia Specia