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ORCIDChrysoula Zerva
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Books and Theses
- 2019
[b1]Chrysoula Zerva:
Automatic identification of textual uncertainty. University of Manchester, UK, 2019
Journal Articles
- 2020
- [j3]Chrysoula Zerva
, Minh-Quoc Nghiem, Nhung T. H. Nguyen, Sophia Ananiadou:
Cited text span identification for scientific summarisation using pre-trained encoders. Scientometrics 125(3): 3109-3137 (2020) - 2018
- [j2]Axel J. Soto, Chrysoula Zerva, Riza Batista-Navarro, Sophia Ananiadou:
LitPathExplorer: a confidence-based visual text analytics tool for exploring literature-enriched pathway models. Bioinform. 34(8): 1389-1397 (2018) - 2017
- [j1]Chrysoula Zerva, Riza Batista-Navarro, Philip Day, Sophia Ananiadou:
Using uncertainty to link and rank evidence from biomedical literature for model curation. Bioinform. 33(23): 3784-3792 (2017)
Conference and Workshop Papers
- 2024
- [c22]Dennis Ulmer, Chrysoula Zerva, André F. T. Martins:
Non-Exchangeable Conformal Language Generation with Nearest Neighbors. EACL (Findings) 2024: 1909-1929 - [c21]António Farinhas, Chrysoula Zerva, Dennis Ulmer, André F. T. Martins:
Non-Exchangeable Conformal Risk Control. ICLR 2024 - 2023
- [c20]George Filandrianos, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Chrysoula Zerva, Giorgos Stamou:
Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors. ACL (Findings) 2023: 9507-9525 - [c19]Taisiya Glushkova, Chrysoula Zerva, André F. T. Martins:
BLEU Meets COMET: Combining Lexical and Neural Metrics Towards Robust Machine Translation Evaluation. EAMT 2023: 47-58 - [c18]Markus Freitag, Nitika Mathur, Chi-kiu Lo, Eleftherios Avramidis, Ricardo Rei, Brian Thompson, Tom Kocmi, Frédéric Blain, Daniel Deutsch, Craig Stewart, Chrysoula Zerva, Sheila Castilho, Alon Lavie, George F. Foster:
Results of WMT23 Metrics Shared Task: Metrics Might Be Guilty but References Are Not Innocent. WMT 2023: 578-628 - [c17]Frédéric Blain, Chrysoula Zerva, Ricardo Ribeiro, Nuno Miguel Guerreiro, Diptesh Kanojia, José G. C. de Souza, Beatriz Silva, Tânia Vaz, Yan Jingxuan, Fatemeh Azadi, Constantin Orasan, André F. T. Martins:
Findings of the WMT 2023 Shared Task on Quality Estimation. WMT 2023: 629-653 - 2022
- [c16]Jake Vasilakes, Chrysoula Zerva, Makoto Miwa, Sophia Ananiadou:
Learning Disentangled Representations of Negation and Uncertainty. ACL (1) 2022: 8380-8397 - [c15]André F. T. Martins, Ben Peters, Chrysoula Zerva, Chunchuan Lyu, Gonçalo M. Correia, Marcos V. Treviso, Pedro Henrique Martins, Tsvetomila Mihaylova:
DeepSPIN: Deep Structured Prediction for Natural Language Processing. EAMT 2022: 325-326 - [c14]Chrysoula Zerva, Taisiya Glushkova, Ricardo Rei, André F. T. Martins:
Disentangling Uncertainty in Machine Translation Evaluation. EMNLP 2022: 8622-8641 - [c13]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: 4963-4974 - [c12]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: 69-99 - [c11]Ricardo Rei, José G. C. de Souza, Duarte M. Alves, Chrysoula Zerva, Ana C. Farinha, Taisiya Glushkova, Alon Lavie, Luísa Coheur, André F. T. Martins:
COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task. WMT 2022: 578-585 - [c10]Ricardo Rei, Marcos V. Treviso, Nuno Miguel Guerreiro, Chrysoula Zerva, Ana C. Farinha, Christine Maroti, José G. C. de Souza, Taisiya Glushkova, Duarte M. Alves, Luísa Coheur, Alon Lavie, André F. T. Martins:
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task. WMT 2022: 634-645 - 2021
- [c9]Edmund Dervakos, Giorgos Filandrianos, Konstantinos Thomas, Alexios Mandalios, Chrysoula Zerva, Giorgos Stamou:
Semantic Enrichment of Pretrained Embedding Output for Unsupervised IR. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering 2021 - [c8]Taisiya Glushkova, Chrysoula Zerva, Ricardo Rei, André F. T. Martins:
Uncertainty-Aware Machine Translation Evaluation. EMNLP (Findings) 2021: 3920-3938 - [c7]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: 684-725 - [c6]Chrysoula Zerva, Daan van Stigt, Ricardo Rei, Ana C. Farinha, Pedro G. Ramos, José G. C. de Souza, Taisiya Glushkova, Miguel Vera, Fábio N. Kepler, André F. T. Martins:
IST-Unbabel 2021 Submission for the Quality Estimation Shared Task. WMT@EMNLP 2021: 961-972 - [c5]Ricardo Rei, Ana C. Farinha, Chrysoula Zerva, Daan van Stigt, Craig Stewart, Pedro G. Ramos, Taisiya Glushkova, André F. T. Martins, Alon Lavie:
Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task. WMT@EMNLP 2021: 1030-1040 - 2019
- [c4]Chrysoula Zerva, Minh-Quoc Nghiem, Nhung T. H. Nguyen, Sophia Ananiadou:
NaCTeM-UoM @ CL-SciSumm 2019. BIRNDL@SIGIR 2019: 167-180 - 2016
- [c3]Riza Batista-Navarro, Chrysoula Zerva, Sophia Ananiadou:
Construction of a Biodiversity Knowledge Repository using a Text Mining-based Framework. SIMBig 2016: 22-25 - [c2]Riza Batista-Navarro, Chrysoula Zerva, Nhung T. H. Nguyen, Sophia Ananiadou:
A Text Mining-Based Framework for Constructing an RDF-Compliant Biodiversity Knowledge Repository. SIMBig (Revised Selected Papers) 2016: 30-42 - 2015
- [c1]Chrysoula Zerva, Sophia Ananiadou:
Event Extraction in pieces: Tackling the partial event identification problem on unseen corpora. BioNLP@IJCNLP 2015: 31-41
Informal and Other Publications
- 2024
- [i13]Dennis Ulmer, Chrysoula Zerva, André F. T. Martins:
Non-Exchangeable Conformal Language Generation with Nearest Neighbors. CoRR abs/2402.00707 (2024) - [i12]Margarida M. Campos, António Farinhas, Chrysoula Zerva, Mário A. T. Figueiredo, André F. T. Martins:
Conformal Prediction for Natural Language Processing: A Survey. CoRR abs/2405.01976 (2024) - [i11]Konstantinos Thomas, Giorgos Filandrianos, Maria Lymperaiou, Chrysoula Zerva, Giorgos Stamou:
"I Never Said That": A dataset, taxonomy and baselines on response clarity classification. CoRR abs/2409.13879 (2024) - 2023
- [i10]Giorgos Filandrianos, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Chrysoula Zerva, Giorgos Stamou:
Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors. CoRR abs/2305.17055 (2023) - [i9]Taisiya Glushkova, Chrysoula Zerva, André F. T. Martins:
BLEU Meets COMET: Combining Lexical and Neural Metrics Towards Robust Machine Translation Evaluation. CoRR abs/2305.19144 (2023) - [i8]Chrysoula Zerva, André F. T. Martins:
Conformalizing Machine Translation Evaluation. CoRR abs/2306.06221 (2023) - [i7]Joris Baan, Nico Daheim, Evgenia Ilia, Dennis Ulmer, Haau-Sing Li, Raquel Fernández, Barbara Plank, Rico Sennrich, Chrysoula Zerva, Wilker Aziz:
Uncertainty in Natural Language Generation: From Theory to Applications. CoRR abs/2307.15703 (2023) - [i6]António Farinhas, Chrysoula Zerva, Dennis Ulmer, André F. T. Martins:
Non-Exchangeable Conformal Risk Control. CoRR abs/2310.01262 (2023) - [i5]Sumire Honda, Patrick Fernandes, Chrysoula Zerva:
Context-aware Neural Machine Translation for English-Japanese Business Scene Dialogues. CoRR abs/2311.11976 (2023) - 2022
- [i4]Jake Vasilakes, Chrysoula Zerva, Makoto Miwa, Sophia Ananiadou:
Learning Disentangled Representations of Negation and Uncertainty. CoRR abs/2204.00511 (2022) - [i3]Chrysoula Zerva, Taisiya Glushkova, Ricardo Rei, André F. T. Martins:
Better Uncertainty Quantification for Machine Translation Evaluation. CoRR abs/2204.06546 (2022) - [i2]Ricardo Rei, Marcos V. Treviso, Nuno Miguel Guerreiro, Chrysoula Zerva, Ana C. Farinha, Christine Maroti, José G. C. de Souza, Taisiya Glushkova, Duarte M. Alves, Alon Lavie, Luísa Coheur, André F. T. Martins:
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task. CoRR abs/2209.06243 (2022) - 2021
- [i1]Taisiya Glushkova, Chrysoula Zerva, Ricardo Rei, André F. T. Martins:
Uncertainty-Aware Machine Translation Evaluation. CoRR abs/2109.06352 (2021)
Coauthor Index
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