Thomas Palmeira Ferraz

16 papers Misc 1Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Retrieval-Augmented LLM Agents: Learning to Learn from Experience.
CoRR
Thomas Palmeira Ferraz, Romain Deffayet, Vassilina Nikoulina, Hervé Déjean, Stéphane Clinchant
2025 J jnl
Estratégias de Seleção Informada de Dados para Aprendizado com Dados Escassos e Desbalanceados.
Linguamática
Alexandre Alcoforado, Lucas Hideki Okamura, Thomas Palmeira Ferraz, Israel Campos Fama, Bárbara Dias Bueno, Bruno Miguel Veloso, Anna Helena Reali Costa
2024 J jnl
Efficient Compression of Multitask Multilingual Speech Models.
CoRR
Thomas Palmeira Ferraz
2024 J jnl
Enriching GNNs with Text Contextual Representations for Detecting Disinformation Campaigns on Social Media.
CoRR
Bruno Croso Cunha da Silva, Thomas Palmeira Ferraz, Roseli de Deus Lopes
2024 — conf
From Random to Informed Data Selection: A Diversity-Based Approach to Optimize Human Annotation and Few-Shot Learning.
PROPOR (1)
Alexandre Alcoforado, Lucas Hideki Okamura, Israel Campos Fama, Bárbara Fernandes Dias Bueno, Arnold Moya Lavado, Thomas Palmeira Ferraz, Bruno Veloso, Anna Helena Reali Costa
2024 J jnl
From Random to Informed Data Selection: A Diversity-Based Approach to Optimize Human Annotation and Few-Shot Learning.
CoRR
Alexandre Alcoforado, Thomas Palmeira Ferraz, Lucas Hideki Okamura, Israel Campos Fama, Arnold Moya Lavado, Bárbara Dias Bueno, Bruno Veloso, Anna Helena Reali Costa
2024 — conf
LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints.
EMNLP (Findings)
Thomas Palmeira Ferraz, Kartik Mehta, Yu-Hsiang Lin, Haw-Shiuan Chang, Shereen Oraby, Sijia Liu, Vivek Subramanian, Tagyoung Chung, Mohit Bansal, Nanyun Peng
2024 J jnl
LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints.
CoRR
Thomas Palmeira Ferraz, Kartik Mehta, Yu-Hsiang Lin, Haw-Shiuan Chang, Shereen Oraby, Sijia Liu, Vivek Subramanian, Tagyoung Chung, Mohit Bansal, Nanyun Peng
2024 Misc conf
Multilingual Distilwhisper: Efficient Distillation of Multi-Task Speech Models Via Language-Specific Experts.
ICASSP
Thomas Palmeira Ferraz, Marcely Zanon Boito, Caroline Brun, Vassilina Nikoulina
2024 — conf
No Argument Left Behind: Overlapping Chunks for Faster Processing of Arbitrarily Long Legal Texts.
STIL
Israel Campos Fama, Bárbara Dias Bueno, Alexandre Alcoforado, Thomas Palmeira Ferraz, Arnold Moya Lavado, Anna Helena Reali Costa
2024 J jnl
No Argument Left Behind: Overlapping Chunks for Faster Processing of Arbitrarily Long Legal Texts.
CoRR
Israel Campos Fama, Bárbara Dias Bueno, Alexandre Alcoforado, Thomas Palmeira Ferraz, Arnold Moya Lavado, Anna Helena Reali Costa
2023 J jnl
DistilWhisper: Efficient Distillation of Multi-task Speech Models via Language-Specific Experts.
CoRR
Thomas Palmeira Ferraz, Marcely Zanon Boito, Caroline Brun, Vassilina Nikoulina
2023 J jnl
Science and engineering for what? A large-scale analysis of students' projects in science fairs.
CoRR
Adelmo Eloy, Thomas Palmeira Ferraz, Fellip Silva Alves, Roseli de Deus Lopes
2022 — conf
ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling.
PROPOR
Alexandre Alcoforado, Thomas Palmeira Ferraz, Rodrigo Gerber, Enzo Bustos, André Seidel Oliveira, Bruno Miguel Veloso, Fábio Levy Siqueira, Anna Helena Reali Costa
2022 J jnl
ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling.
CoRR
Alexandre Alcoforado, Thomas Palmeira Ferraz, Rodrigo Gerber, Enzo Bustos, André Seidel Oliveira, Bruno Miguel Veloso, Fábio Levy Siqueira, Anna Helena Reali Costa
2021 J jnl
DEBACER: a method for slicing moderated debates.
CoRR
Thomas Palmeira Ferraz, Alexandre Alcoforado, Enzo Bustos, André Seidel Oliveira, Rodrigo Gerber, Naíde Müller, André Corrêa d'Almeida, Bruno Miguel Veloso, Anna Helena Reali Costa