Lucia Specia

DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising ACL 2025 Experimenting with Transformer-based and Large Language Models for Classifying Effects of Outdoor Spaces on Social Anxiety in Social Media Data ACL 2024 Monitoring Depression Severity and Symptoms in User-Generated Content: An Annotation Scheme and Guidelines ACL 2024 Classifying Social Media Users before and after Depression Diagnosis via Their Language Usage: A Dataset and Study COLING 2024 Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data EACL 2024 Choosing What to Mask: More Informed Masking for Multimodal Machine Translation ACL 2023 Predicting Moments of Mood Changes Overtime from Imbalanced Social Media Data NAACL 2022 Multimodal Conversation Modelling for Topic Derailment Detection EMNLP 2022 Findings of the WMT 2022 Shared Task on Quality Estimation EMNLP 2022 Logically Consistent Adversarial Attacks for Soft Theorem Provers IJCAI 2022 Guiding Visual Question Generation NAACL 2022 Contrastive Video-Language Learning with Fine-grained Frame Sampling IJCNLP 2022 Translation Error Detection as Rationale Extraction ACL 2022 Contrastive Video-Language Learning with Fine-grained Frame Sampling AACL 2022 Bias Mitigation in Machine Translation Quality Estimation ACL 2022 A Survey of Online Hate Speech through the Causal Lens EMNLP 2021 Bayesian Model-Agnostic Meta-Learning with Matrix-Valued Kernels for Quality Estimation IJCNLP 2021 Knowledge Distillation for Quality Estimation IJCNLP 2021 Uncertainty Aware Review Hallucination for Science Article Classification IJCNLP 2021 Continual Quality Estimation with Online Bayesian Meta-Learning IJCNLP 2021 BERTGen: Multi-task Generation through BERT ACL 2021 Continual Quality Estimation with Online Bayesian Meta-Learning ACL 2021 Uncertainty Aware Review Hallucination for Science Article Classification ACL 2021 Knowledge Distillation for Quality Estimation ACL 2021 Bayesian Model-Agnostic Meta-Learning with Matrix-Valued Kernels for Quality Estimation ACL 2021 BERTGen: Multi-task Generation through BERT IJCNLP 2021 ICL’s Submission to the WMT21 Critical Error Detection Shared Task EMNLP 2021 Findings of the WMT 2021 Shared Task on Quality Estimation EMNLP 2021 Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation EMNLP 2021 What Makes a Scientific Paper be Accepted for Publication? EMNLP 2021 Quality Estimation without Human-labeled Data EACL 2021 Cross-lingual Visual Pre-training for Multimodal Machine Translation EACL 2021 Exploring Supervised and Unsupervised Rewards in Machine Translation EACL 2021 Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation EACL 2021 Visual Cues and Error Correction for Translation Robustness EMNLP 2021 deepQuest-py: Large and Distilled Models for Quality Estimation EMNLP 2021 A Generative Framework for Simultaneous Machine Translation EMNLP 2021 Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications EMNLP 2021 SentSim: Crosslingual Semantic Evaluation of Machine Translation NAACL 2021 Backtranslation Feedback Improves User Confidence in MT, Not Quality NAACL 2021 Simultaneous Machine Translation with Visual Context EMNLP 2020 Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale COLING 2020 FIND: Human-in-the-Loop Debugging Deep Text Classifiers EMNLP 2020 Multi-Hypothesis Machine Translation Evaluation ACL 2020 Multimodal Quality Estimation for Machine Translation ACL 2020 ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations ACL 2020 Are we Estimating or Guesstimating Translation Quality? ACL 2020 Exploring Model Consensus to Generate Translation Paraphrases ACL 2020 An Exploratory Study on Multilingual Quality Estimation AACL 2020 Findings of the WMT 2020 Shared Task on Quality Estimation EMNLP 2020 Findings of the WMT 2020 Shared Task on Machine Translation Robustness EMNLP 2020 BERGAMOT-LATTE Submissions for the WMT20 Quality Estimation Shared Task EMNLP 2020 EASSE: Easier Automatic Sentence Simplification Evaluation IJCNLP 2019 Deep Copycat Networks for Text-to-Text Generation IJCNLP 2019 Probing the Need for Visual Context in Multimodal Machine Translation NAACL 2019 Grounded Word Sense Translation NAACL 2019 Phrase Localization Without Paired Training Examples ICCV 2019 Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back-Translation EMNLP 2019 EASSE: Easier Automatic Sentence Simplification Evaluation EMNLP 2019 WMDO: Fluency-based Word Mover’s Distance for Machine Translation Evaluation ACL 2019 A Comparison on Fine-grained Pre-trained Embeddings for the WMT19Chinese-English News Translation Task ACL 2019 Cross-Sentence Transformations in Text Simplification ACL 2019 Is artificial data useful for biomedical Natural Language Processing algorithms? ACL 2019 VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions ACL 2019 Distilling Translations with Visual Awareness ACL 2019 Deep Copycat Networks for Text-to-Text Generation EMNLP 2019 Findings of the Third Shared Task on Multimodal Machine Translation EMNLP 2018 Learning Simplifications for Specific Target Audiences ACL 2018 deepQuest: A Framework for Neural-based Quality Estimation COLING 2018 End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space EMNLP 2018 Proceedings of the Third Conference on Machine Translation: Research Papers EMNLP 2018 Exploring gap filling as a cheaper alternative to reading comprehension questionnaires when evaluating machine translation for gisting EMNLP 2018 Proceedings of the Third Conference on Machine Translation: Shared Task Papers EMNLP 2018 Sheffield Submissions for WMT18 Multimodal Translation Shared Task EMNLP 2018 Findings of the WMT 2018 Shared Task on Quality Estimation EMNLP 2018 Sheffield Submissions for the WMT18 Quality Estimation Shared Task EMNLP 2018 Object Counts! Bringing Explicit Detections Back into Image Captioning NAACL 2018 Defoiling Foiled Image Captions NAACL 2018 Vis-Eval Metric Viewer: A Visualisation Tool for Inspecting and Evaluating Metric Scores of Machine Translation Output NAACL 2018 A Report on the Complex Word Identification Shared Task 2018 NAACL 2018 Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing: System Demonstrations EMNLP 2017 Lexical Simplification with Neural Ranking EACL 2017 Semi-Supervised Adaptation of RNNLMs by Fine-Tuning with Domain-Specific Auxiliary Features INTERSPEECH 2017 SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation SEMEVAL 2017 Personalized Machine Translation: Preserving Original Author Traits EACL 2017 Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017) CONLL 2017 Learning How to Simplify From Explicit Labeling of Complex-Simplified Text Pairs IJCNLP 2017 MASSAlign: Alignment and Annotation of Comparable Documents IJCNLP 2017 MUSST: A Multilingual Syntactic Simplification Tool IJCNLP 2017 The Ultimate Presentation Makeup Tutorial: How to Polish your Posters, Slides and Presentations Skills IJCNLP 2017 Reference Bias in Monolingual Machine Translation Evaluation ACL 2016 SV000gg at SemEval-2016 Task 11: Heavy Gauge Complex Word Identification with System Voting SEMEVAL 2016 Exploring Prediction Uncertainty in Machine Translation Quality Estimation CONLL 2016 Quality Estimation for Language Output Applications COLING 2016 SAARSHEFF at SemEval-2016 Task 1: Semantic Textual Similarity with Machine Translation Evaluation Metrics and (eXtreme) Boosted Tree Ensembles SEMEVAL 2016 SemEval 2016 Task 11: Complex Word Identification SEMEVAL 2016 Inferring Psycholinguistic Properties of Words NAACL 2016 Large-scale Multitask Learning for Machine Translation Quality Estimation NAACL 2016 Anita: An Intelligent Text Adaptation Tool COLING 2016 Collecting and Exploring Everyday Language for Predicting Psycholinguistic Properties of Words COLING 2016 Understanding the Lexical Simplification Needs of Non-Native Speakers of English COLING 2016 Metrics for Evaluation of Word-level Machine Translation Quality Estimation ACL 2016 LEXenstein: A Framework for Lexical Simplification ACL 2015 LEXenstein: A Framework for Lexical Simplification IJCNLP 2015 Multi-level Translation Quality Prediction with QuEst++ IJCNLP 2015 WA-Continuum: Visualising Word Alignments across Multiple Parallel Sentences Simultaneously IJCNLP 2015 WA-Continuum: Visualising Word Alignments across Multiple Parallel Sentences Simultaneously ACL 2015 Multi-level Translation Quality Prediction with QuEst++ ACL 2015 USAAR-SHEFFIELD: Semantic Textual Similarity with Deep Regression and Machine Translation Evaluation Metrics SEMEVAL 2015 Investigating Continuous Space Language Models for Machine Translation Quality Estimation EMNLP 2015 Joint Emotion Analysis via Multi-task Gaussian Processes EMNLP 2014 Exact Decoding for Phrase-Based Statistical Machine Translation EMNLP 2014 QuEst - A translation quality estimation framework ACL 2013 Reducing Annotation Effort for Quality Estimation via Active Learning ACL 2013 Modelling Annotator Bias with Multi-task Gaussian Processes: An Application to Machine Translation Quality Estimation ACL 2013 Multilingual WSD-like Constraints for Paraphrase Extraction CONLL 2013 Automatic Question Generation in Multimedia-Based Learning COLING 2012 SemEval-2012 Task 1: English Lexical Simplification SEMEVAL 2012 UOW-SHEF: SimpLex – Lexical Simplicity Ranking based on Contextual and Psycholinguistic Features SEMEVAL 2012 UOW: Semantically Informed Text Similarity SEMEVAL 2012 Linguistic and Statistical Traits Characterising Plagiarism COLING 2012 Combining Dictionaries and Contextual Information for Cross-Lingual Lexical Substitution SEMEVAL 2010 Source-Language Entailment Modeling for Translating Unknown Terms ACL 2009 Source-Language Entailment Modeling for Translating Unknown Terms IJCNLP 2009 Learning Expressive Models for Word Sense Disambiguation ACL 2007 USP-IBM-1 and USP-IBM-2: The ILP-based Systems for Lexical Sample WSD in SemEval-2007 SEMEVAL 2007 A Hybrid Relational Approach for WSD – First Results ACL 2006 A Hybrid Relational Approach for WSD – First Results COLING 2006