Unsupervised predictive coding models may explain visual brain representation. - Marcio Fonseca (CoRR, 2019)

Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents. - Marcio Fonseca; Yftah Ziser; Shay B. Cohen (EMNLP, 2022)

Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents by Sampling Summary Views. - Marcio Fonseca; Yftah Ziser; Shay B. Cohen (CoRR, 2022)

Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains. - Marcio Fonseca; Shay B. Cohen (ACL (Findings), 2024)

Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? - Marcio Fonseca; Shay B. Cohen (ACL (Findings), 2024)

LeanReasoner: Boosting Complex Logical Reasoning with Lean. - Dongwei Jiang; Marcio Fonseca; Shay B. Cohen (NAACL-HLT, 2024)

CivilSum: A Dataset for Abstractive Summarization of Indian Court Decisions. - Manuj Malik; Zheng Zhao 005; Marcio Fonseca; Shrisha Rao 001; Shay B. Cohen (SIGIR, 2024)