J. Pombal,
A. Martins,
N. Guerreiro,
R. Rei,
J. Alves,
P Teixeirinha,
M. Farajian,
TOWER+: Bridging Generality and Translation Specialization in Multilingual LLMs,
Annual Meeting of the Association for Computational Linguistics - ACL,
San Diego,
United States,
July,
2026
| BibTex
G. Gomes,
B. Martins,
C Zerva,
Evaluation of Multilingual Image Captioning: How far can we get with CLIP models?,
Annual Conference of the North American Chapter of the Association for Computational Linguistics NAACL,
Albuquerque, New Mexico,
United States,
Vol.,
pp. -,
April,
2025,
| Abstract
| Full text (PDF 4 MBs)
| BibTex
J. Mire,
Z. Aysola,
D. Chechelnitsky,
N. Deas,
C Zerva,
M. Sap,
Rejected Dialects: Biases Against African American Language in Reward Models,
Annual Conference of the North American Chapter of the Association for Computational Linguistics NAACL,
Albuquerque, New Mexico,
United States,
April,
2025,
| Abstract
| BibTex
G. A. Attanasio,
B. Savoldi,
D. Fucci,
D. H. Hovy,
Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps,
Empirical Methods in Language Processing - EMNLP,
Miami,
United States,
Vol.,
pp. -,
November,
2024,
| Abstract
| Full text (PDF 1 MB)
| BibTex
M. Campos,
Conformal Prediction for Natural Language Processing: A Survey,
Empirical Methods in Language Processing - EMNLP,
Miami,
United States,
November,
2024
| BibTex
C Zerva,
F. Blain,
J. G. Sousa,
D. Kanojia,
S. Deoghar,
N. Guerreiro,
G. A. Attanasio,
R. Rei,
C. Orasan,
M. Negri,
M. Turchi,
R. Chatterjee,
P. Bhattacharyya,
M. Freitag,
A. Martins,
Findings of the Quality Estimation Shared Task at WMT 2024 Are LLMs Closing the Gap in QE?,
Conference on Machine Translation WMT,
Miami,
United States,
Vol.,
pp. -,
November,
2024,
| Abstract
| BibTex
M. Freitag,
N. Mathur,
D. Deutsch,
C. Lo,
E. Avramidis,
R. Rei,
B. Thompson,
T. Kocmi,
F. Blain,
J. Wang,
D. Adelani,
M. Buchicchio,
C Zerva,
A. Lavie,
Are LLMs breaking MT metrics? results of the WMT24 metrics shared task,
Conference on Machine Translation WMT,
Miami,
United States,
Vol.,
pp. -,
November,
2024,
| Abstract
| BibTex
K. Thomas,
G. F. Filandrianos,
M. Lymperaiou,
C Zerva,
G. Stamou,
”I Never Said That”: A dataset, taxonomy and baselines on response clarity classification,
Empirical Methods in Language Processing - EMNLP,
Miami,
United States,
Vol.,
pp. -,
November,
2024,
| Abstract
| Full text (PDF 2 MBs)
| BibTex
A.C. Curry,
G. A. Attanasio,
Z. T. Talat,
D. H. Hovy,
Classist Tools: Social Class Correlates with Performance in NLP,
Annual Meeting of the Association for Computational Linguistics - ACL,
Conference online,
August,
2024,
| Abstract
| BibTex
M. L. Lardelli,
G. A. Attanasio,
A. L. Lauscher,
Building Bridges: A Dataset for Evaluating Gender-Fair Machine Translation into German,
Findings of the Annual Meeting of the Association for Computational Linguistics - ACL,
Bangkok,
Thailand,
August,
2024,
| Abstract
| BibTex
P. Fernandes,
A. Madaan,
E. L. Liu,
A. F. Farinhas,
P. H. Martins,
A, B. Bertsch,
J. G. de Souza,
S. Z. Zhou,
S. W. Wu,
G. Neubig,
A. Martins,
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation,
Empirical Methods in Language Processing - EMNLP,
Singapore,
Singapore,
Vol.,
pp. -,
December,
2023,
| Abstract
| BibTex
F. Blain,
C Zerva,
R. Rei,
N. Guerreiro,
D. Kanojia,
J. G. Sousa,
B. Silva,
T. Vaz,
Y. Jinxuan,
F. Azadi,
C. Orasan,
A. Martins,
Findings of the WMT 2023 Shared Task on Quality Estimation,
Conference on Machine Translation WMT,
Singapore,
Singapore,
Vol.,
pp. -,
December,
2023,
| Abstract
| BibTex
M. Freitag,
N. Mathur,
C. Lo,
E. Avramidis,
R. Rei,
B. Thompson,
T. Kocmi,
F. Blain,
D. Deutsch,
C. Stuart,
C Zerva,
S. Castilho,
A. Lavie,
G. Foster,
Results of WMT23 Metrics Shared Task: Metrics might be Guilty but References are not Innocent,
Conference on Machine Translation WMT,
Singapore,
Singapore,
December,
2023
| BibTex