← Authors

Antonio Toral

28 papers · 2012–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🏃 Academic Marathon (13) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (46) 👥 Mega-Team (42) 🔬 Deep Specialist (11) ❓ The Questioner (3) 💎 Century Club (28) 📈 Trend Setter 🗃️ Keyword Collector (106) 🔥 Unstoppable (9) ⚡ Prolific Year (6)

Conferences

EMNLP (9) ACL (7) COLING (5) EACL (4) NAACL (2) IJCNLP (1)

Top co-authors

Huiyuan Lai (9) Malvina Nissim (8) Lukas Edman (5) Rik van Noord (4) Gertjan van Noord (3) Jennifer Spenader (2) Miquel Esplà-Gomis (2) Josef van Genabith (2) Gema Ramírez-Sánchez (2) Yiru Li (2)

Keywords

neural machine translation (9) human evaluation (5) content preservation (4) machine translation (4) text generation (3) low-resource language (3) sequence-to-sequence model (3) multilingual nlp (3) formality transfer (3) translation quality (3) neural network (3) text style transfer (3) parallel corpus (2) unsupervised machine translation (2) morphological segmentation (2) transfer learning (2) named entity (2) agglutinative language (2) reward modeling (2) evaluation methodology (2)

Papers

From Shortcuts to Balance: Attribution Analysis of Speech-Text Feature Utilization in Distinguishing Original from Machine-Translated Texts EMNLP 2025
Multi-perspective Alignment for Increasing Naturalness in Neural Machine Translation ACL 2025
Quality Beyond A Glance: Revealing Large Quality Differences Between Web-Crawled Parallel Corpora COLING 2025
Do Language Models Care about Text Quality? Evaluating Web-Crawled Corpora across 11 Languages COLING 2024
ReproHum #0033-3: Comparable Relative Results with Lower Absolute Values in a Reproduction Study COLING 2024
Multilingual Multi-Figurative Language Detection ACL 2023
Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP EACL 2023
DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages EMNLP 2022
Subword-Delimited Downsampling for Better Character-Level Translation EMNLP 2022
Man vs. Machine: Extracting Character Networks from Human and Machine Translations COLING 2022
Human Judgement as a Compass to Navigate Automatic Metrics for Formality Transfer ACL 2022
Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style Transfer ACL 2022
Dr. Livingstone, I presume? Polishing of foreign character identification in literary texts NAACL 2022
Generic resources are what you need: Style transfer tasks without task-specific parallel training data EMNLP 2021
Unsupervised Translation of German–Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource Language EMNLP 2021
Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer ACL 2021
Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer IJCNLP 2021
Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT EMNLP 2020
Machine Translation for English–Inuktitut with Segmentation, Data Acquisition and Pre-Training EMNLP 2020
Data Selection for Unsupervised Translation of German–Upper Sorbian EMNLP 2020
The Effect of Translationese in Machine Translation Test Sets ACL 2019
Neural Machine Translation for English–Kazakh with Morphological Segmentation and Synthetic Data ACL 2019
Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation EMNLP 2018
A Multifaceted Evaluation of Neural versus Phrase-Based Machine Translation for 9 Language Directions EACL 2017
Active Learning for Post-Editing Based Incrementally Retrained MT EACL 2014
A Web Application for the Diagnostic Evaluation of Machine Translation over Specific Linguistic Phenomena NAACL 2013
Language Resources Factory: case study on the acquisition of Translation Memories EACL 2012
Simple and Effective Parameter Tuning for Domain Adaptation of Statistical Machine Translation COLING 2012