Sweta Agrawal

Academic position:	Researcher
Joining date:	02-01-2024
Roles in IT:	Researcher
Thematic Line:	Information and Data Sciences
Group:	Pattern and Image Analysis – Lx

Address: IT – Lisboa
Instituto Superior Técnico - Torre Norte - Piso 10
Av. Rovisco Pais, 1
1049 - 001 Lisboa
Tel: +351 21 841 84 54
Fax: +351 21 841 84 72

http://www.cienciavitae.pt/3F1C-E947-4CD1

Scientific Achievements

Publications

8Papers in Conferences

G. Faria, S. A. Agrawal, A. F. Farinhas, R. Rei, J. G. de Souza, A. Martins, QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translatio, Advances in Neural Information Processing Systems - NIPS, Vancouver, Canada, December, 2024 | Full text (PDF 3 MBs) | BibTex
S. A. Agrawal, A. F. Farinhas, R. Rei, A. Martins, Can Automatic Metrics Assess High-Quality Translations?, Empirical Methods in Language Processing - EMNLP, Miami, United States, November, 2024,
| Abstract | BibTex
J. Pombal, R. Rei, N. Guerreiro, J. Alves, P. H. Martins, P. Fernandes, HW Wu, T. Vaz, D. A. Alves, M. Farajian, S. A. Agrawal, A. F. Farinhas, J. G. de Souza, A. Martins, TOWER-V2: Unbabel-IST 2024 Submission for the General MT Shared Task, Empirical Methods in Language Processing - EMNLP, Miami, United States, November, 2024,
| Abstract | BibTex
J. Pombal, S. A. Agrawal, A. Martins, Improving Context Usage for Translating Bilingual Customer Support Chat with Large Language Models, Empirical Methods in Language Processing - EMNLP, Miami, United States, November, 2024,
| Abstract | BibTex
S. A. Agrawal, J. G. de Souza, R. Rei, A. F. Farinhas, G. Faria, P. Fernandes, N. Guerreiro, A. Martins, Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation, Empirical Methods in Language Processing - EMNLP, Miami, United States, November, 2024 | BibTex
M. V. T. Treviso, N. Guerreiro, S. A. Agrawal, R. Rei, J. Pombal, T. Vaz, HW Wu, B. Silva, D. Stigt, A. Martins, xTower: A Multilingual LLM for Explaining and Correcting Translation Errors, Empirical Methods in Language Processing - EMNLP, Miami, United States, November, 2024,
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N. Guerreiro, D. A. Alves, J. Pombal, P. H. Martins, J. Alves, M. Farajian, B. Peters, R. Rei, P. Fernandes, S. A. Agrawal, P. Colombo, J. G. de Souza, A. Martins, Tower: An Open Multilingual Large Language Model for Translation-Related Tasks, Conference on Language Modeling COLM, Philadelphia, United States, Vol., pp. -, October, 2024,
| Abstract | BibTex
S. A. Agrawal, M. Carpuat, Do Text Simplification Systems Preserve Meaning? A Human Evaluation via Reading Comprehension, EACL: Conference of the European Chapter of the Association for Computational Linguistics EACL, St. Julian's, Malta, March, 2024,
| Abstract | BibTex

Projects

Currently running projects1

Acronym	Name	Funding Agency	Start date	Ending date
NextGenAI	NextGenAI - Center for Responsible AI	IAPMEI	01-10-2021	31-12-2025

IT Member Profile

Sweta Agrawal

Scientific Achievements

Currently running projects1