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Andr'e F. T. Martins

18 papers hereh-index 10292 citations20 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author17

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.CL16
  • cs.LG2
same name
  • Andr'e F. T. Martins — 6 papers, h 5
  • Andr'e F. T. Martins — 5 papers, h 3
  • Andr'e F. T. Martins — 3 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedConformal Prediction for Natural Language Processing: A Survey

2 citations · 5 across the 17 of their papers we have counts for

collaborators
Showing 2023 · cs.CLShow all

2 papers · 2 filters

cs.CL2023★ 1 cited

Aligning Neural Machine Translation Models: Human Feedback in Training and Inference

Miguel Moura Ramos, Patrick Fernandes, António Farinhas +1

Reinforcement learning from human feedback (RLHF) is a recent technique to improve the quality of the text generated by a language model, making it closer to what humans would gene…

cs.CL2023

An Empirical Study of Translation Hypothesis Ensembling with Large Language Models

António Farinhas, José G. C. de Souza, André F. T. Martins

Large language models (LLMs) are becoming a one-fits-many solution, but they sometimes hallucinate or produce unreliable output. In this paper, we investigate how hypothesis ensemb…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.