Event Extraction in pieces: Tackling the partial event identification problem on unseen corpora. - Chrysoula Zerva; Sophia Ananiadou (BioNLP@IJCNLP, 2015)

Construction of a Biodiversity Knowledge Repository using a Text Mining-based Framework. - Riza Batista-Navarro; Chrysoula Zerva; Sophia Ananiadou (SIMBig, 2016)

A Text Mining-Based Framework for Constructing an RDF-Compliant Biodiversity Knowledge Repository. - Riza Batista-Navarro; Chrysoula Zerva; Nhung T. H. Nguyen 001; Sophia Ananiadou (SIMBig (Revised Selected Papers), 2016)

Using uncertainty to link and rank evidence from biomedical literature for model curation. - Chrysoula Zerva; Riza Batista-Navarro; Philip Day; Sophia Ananiadou (Bioinform., 2017)

LitPathExplorer: a confidence-based visual text analytics tool for exploring literature-enriched pathway models. - Axel J. Soto; Chrysoula Zerva; Riza Batista-Navarro; Sophia Ananiadou (Bioinform., 2018)

NaCTeM-UoM @ CL-SciSumm 2019. - Chrysoula Zerva; Minh-Quoc Nghiem; Nhung T. H. Nguyen 001; Sophia Ananiadou (BIRNDL@SIGIR, 2019)

Automatic identification of textual uncertainty. - Chrysoula Zerva (2019)

Cited text span identification for scientific summarisation using pre-trained encoders. - Chrysoula Zerva; Minh-Quoc Nghiem; Nhung T. H. Nguyen 001; Sophia Ananiadou (Scientometrics, 2020)

Semantic Enrichment of Pretrained Embedding Output for Unsupervised IR. - Edmund Dervakos; Giorgos Filandrianos; Konstantinos Thomas; Alexios Mandalios; Chrysoula Zerva; Giorgos Stamou (AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering, 2021)

Uncertainty-Aware Machine Translation Evaluation. - Taisiya Glushkova; Chrysoula Zerva; Ricardo Rei; André F. T. Martins (EMNLP (Findings), 2021)

Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task. - Ricardo Rei; Ana C. Farinha; Chrysoula Zerva; Daan van Stigt; Craig Stewart; Pedro G. Ramos; Taisiya Glushkova; André F. T. Martins; Alon Lavie (WMT@EMNLP, 2021)

Findings of the WMT 2021 Shared Task on Quality Estimation. - Lucia Specia; Frédéric Blain; Marina Fomicheva; Chrysoula Zerva; Zhenhao Li 003; Vishrav Chaudhary; André F. T. Martins (WMT@EMNLP, 2021)

IST-Unbabel 2021 Submission for the Quality Estimation Shared Task. - 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 (WMT@EMNLP, 2021)

Learning Disentangled Representations of Negation and Uncertainty. - Jake Vasilakes; Chrysoula Zerva; Makoto Miwa; Sophia Ananiadou (ACL (1), 2022)

DeepSPIN: Deep Structured Prediction for Natural Language Processing. - André F. T. Martins; Ben Peters; Chrysoula Zerva; Chunchuan Lyu; Gonçalo M. Correia; Marcos V. Treviso; Pedro Henrique Martins; Tsvetomila Mihaylova (EAMT, 2022)

Disentangling Uncertainty in Machine Translation Evaluation. - Chrysoula Zerva; Taisiya Glushkova; Ricardo Rei; André F. T. Martins (EMNLP, 2022)

MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset. - Marina Fomicheva; Shuo Sun; Erick R. Fonseca; Chrysoula Zerva; Frédéric Blain; Vishrav Chaudhary; Francisco Guzmán; Nina Lopatina; Lucia Specia; André F. T. Martins (LREC, 2022)

COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task. - 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 (WMT, 2022)

CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task. - 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 (WMT, 2022)

Findings of the WMT 2022 Shared Task on Quality Estimation. - 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 (WMT, 2022)

Better Uncertainty Quantification for Machine Translation Evaluation. - Chrysoula Zerva; Taisiya Glushkova; Ricardo Rei; André F. T. Martins (CoRR, 2022)

Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors. - George Filandrianos; Edmund Dervakos; Orfeas Menis-Mastromichalakis; Chrysoula Zerva; Giorgos Stamou (ACL (Findings), 2023)

BLEU Meets COMET: Combining Lexical and Neural Metrics Towards Robust Machine Translation Evaluation. - Taisiya Glushkova; Chrysoula Zerva; André F. T. Martins (EAMT, 2023)

Findings of the WMT 2023 Shared Task on Quality Estimation. - 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 (WMT, 2023)

Results of WMT23 Metrics Shared Task: Metrics Might Be Guilty but References Are Not Innocent. - Markus Freitag; Nitika Mathur; Chi-kiu Lo; Eleftherios Avramidis; Ricardo Rei; Brian Thompson 001; Tom Kocmi; Frédéric Blain; Daniel Deutsch; Craig Stewart; Chrysoula Zerva; Sheila Castilho; et al. (WMT, 2023)

Uncertainty in Natural Language Generation: From Theory to Applications. - Joris Baan; Nico Daheim; Evgenia Ilia; Dennis Ulmer; Haau-Sing Li; Raquel Fernández; Barbara Plank; Rico Sennrich; Chrysoula Zerva; Wilker Aziz (CoRR, 2023)

Context-aware Neural Machine Translation for English-Japanese Business Scene Dialogues. - Sumire Honda; Patrick Fernandes; Chrysoula Zerva (CoRR, 2023)

Non-Exchangeable Conformal Language Generation with Nearest Neighbors. - Dennis Ulmer; Chrysoula Zerva; André F. T. Martins (EACL (Findings), 2024)

"I Never Said That": A dataset, taxonomy and baselines on response clarity classification. - Konstantinos Thomas; Giorgos Filandrianos; Maria Lymperaiou; Chrysoula Zerva; Giorgos Stamou (EMNLP (Findings), 2024)

Non-Exchangeable Conformal Risk Control. - António Farinhas; Chrysoula Zerva; Dennis Ulmer; André F. T. Martins (ICLR, 2024)

Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared Task. - Markus Freitag; Nitika Mathur; Daniel Deutsch; Chi-kiu Lo; Eleftherios Avramidis; Ricardo Rei; Brian Thompson 001; Frédéric Blain; Tom Kocmi; Jiayi Wang; David Ifeoluwa Adelani; Marianna Buchicchio; et al. (WMT, 2024)

Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE? - Chrysoula Zerva; Frédéric Blain; José Guilherme Camargo de Souza; Diptesh Kanojia; Sourabh Dattatray Deoghare; Nuno Miguel Guerreiro; Giuseppe Attanasio; Ricardo Rei; Constantin Orasan; Matteo Negri; Marco Turchi; Rajen Chatterjee; et al. (WMT, 2024)

Conformal Prediction for Natural Language Processing: A Survey. - Margarida M. Campos; António Farinhas; Chrysoula Zerva; Mário A. T. Figueiredo; André F. T. Martins (Trans. Assoc. Comput. Linguistics, 2024)

Conformalizing Machine Translation Evaluation. - Chrysoula Zerva; André F. T. Martins (Trans. Assoc. Comput. Linguistics, 2024)

A Conformal Risk Control Framework for Granular Word Assessment and Uncertainty Calibration of CLIPScore Quality Estimates. - Gonçalo Emanuel Cavaco Gomes; Bruno Martins 001; Chrysoula Zerva (ACL (Findings), 2025)

Not Like Us, Hunty: Measuring Perceptions and Behavioral Effects of Minoritized Anthropomorphic Cues in LLMs. - Jeffrey Basoah; Daniel Chechelnitsky; Tao Long; Katharina Reinecke; Chrysoula Zerva; Kaitlyn Zhou; Mark Díaz; Maarten Sap (FAccT, 2025)

Evaluation of Multilingual Image Captioning: How far can we get with CLIP models? - Gonçalo Gomes; Chrysoula Zerva; Bruno Martins 001 (NAACL (Findings), 2025)

Rejected Dialects: Biases Against African American Language in Reward Models. - Joel Mire; Zubin Trivadi Aysola; Daniel Chechelnitsky; Nicholas Deas; Chrysoula Zerva; Maarten Sap (NAACL (Findings), 2025)

A Conformal Risk Control Framework for Granular Word Assessment and Uncertainty Calibration of CLIPScore Quality Estimates. - Gonçalo Gomes; Chrysoula Zerva; Bruno Martins 001 (CoRR, 2025)

Movie Facts and Fibs (MF2): A Benchmark for Long Movie Understanding. - Emmanouil Zaranis; António Farinhas; Saul José Rodrigues dos Santos; Beatriz Canaverde; Miguel Moura Ramos; Aditya K. Surikuchi; André Viveiros; Baohao Liao; Elena Belén Bueno-Benito; Nithin Sivakumaran; Pavlo Vasylenko; Shoubin Yu; et al. (CoRR, 2025)