Andre Martins

Andre Martins

Carnegie Mellon University

H-index: 43

North America-United States

About Andre Martins

Andre Martins, With an exceptional h-index of 43 and a recent h-index of 36 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Natural Language Processing, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Combining Nuclear Medicine With Other Modalities: Future Prospect for Multimodality Imaging

Tower: An Open Multilingual Large Language Model for Translation-Related Tasks

Sparse and Structured Hopfield Networks

Is Context Helpful for Chat Translation Evaluation?

CroissantLLM: A Truly Bilingual French-English Language Model

Did Translation Models Get More Robust Without Anyone Even Noticing?

Non-Exchangeable Conformal Language Generation with Nearest Neighbors

Saullm-7b: A pioneering large language model for law

Andre Martins Information

University

Position

and Instituto Superior Tecnico

Citations(all)

8297

Citations(since 2020)

5445

Cited By

4643

hIndex(all)

43

hIndex(since 2020)

36

i10Index(all)

105

i10Index(since 2020)

85

Email

University Profile Page

Carnegie Mellon University

Google Scholar

View Google Scholar Profile

Andre Martins Skills & Research Interests

Natural Language Processing

Machine Learning

Top articles of Andre Martins

Title

Journal

Author(s)

Publication Date

Combining Nuclear Medicine With Other Modalities: Future Prospect for Multimodality Imaging

Molecular Imaging

Stephen J Archibald

Jason P Holland

Aruna Korde

Andre F Martins

Adam J Shuhendler

...

2024/1

Tower: An Open Multilingual Large Language Model for Translation-Related Tasks

arXiv preprint arXiv:2402.17733

Duarte M Alves

José Pombal

Nuno M Guerreiro

Pedro H Martins

João Alves

...

2024/2/27

Sparse and Structured Hopfield Networks

arXiv preprint arXiv:2402.13725

Saul Santos

Vlad Niculae

Daniel McNamee

Andre FT Martins

2024/2/21

Is Context Helpful for Chat Translation Evaluation?

arXiv preprint arXiv:2403.08314

Sweta Agrawal

Amin Farajian

Patrick Fernandes

Ricardo Rei

André FT Martins

2024/3/13

CroissantLLM: A Truly Bilingual French-English Language Model

arXiv preprint arXiv:2402.00786

Manuel Faysse

Patrick Fernandes

Nuno Guerreiro

António Loison

Duarte Alves

...

2024/2/1

Did Translation Models Get More Robust Without Anyone Even Noticing?

arXiv preprint arXiv:2403.03923

Ben Peters

André FT Martins

2024/3/6

Non-Exchangeable Conformal Language Generation with Nearest Neighbors

arXiv preprint arXiv:2402.00707

Dennis Ulmer

Chrysoula Zerva

André FT Martins

2024/2/1

Saullm-7b: A pioneering large language model for law

arXiv preprint arXiv:2403.03883

Pierre Colombo

Telmo Pessoa Pires

Malik Boudiaf

Dominic Culver

Rui Melo

...

2024/3/6

Mala-500: Massive language adaptation of large language models

arXiv preprint arXiv:2401.13303

Peiqin Lin

Shaoxiong Ji

Jörg Tiedemann

André FT Martins

Hinrich Schütze

2024/1/24

mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models

Peiqin Lin

Chengzhi Hu

Zheyu Zhang

André FT Martins

Hinrich Schütze

2024/3

[TACL] Efficient Methods for Natural Language Processing: A Survey

Marcos Treviso

Ji-Ung Lee

Tianchu Ji

Betty van Aken

Qingqing Cao

...

2023/7

Non-exchangeable conformal risk control

arXiv preprint arXiv:2310.01262

António Farinhas

Chrysoula Zerva

Dennis Ulmer

André FT Martins

2023/10/2

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

arXiv preprint arXiv:2311.09132

Miguel Moura Ramos

Patrick Fernandes

António Farinhas

André FT Martins

2023/11/15

Glot500: Scaling multilingual corpora and language models to 500 languages

arXiv preprint arXiv:2305.12182

Ayyoob ImaniGooghari

Peiqin Lin

Amir Hossein Kargaran

Silvia Severini

Masoud Jalili Sabet

...

2023/5/20

Conformalizing machine translation evaluation

arXiv preprint arXiv:2306.06221

Chrysoula Zerva

André FT Martins

2023/6/9

Scaling up cometkiwi: Unbabel-ist 2023 submission for the quality estimation shared task

arXiv preprint arXiv:2309.11925

Ricardo Rei

Nuno M Guerreiro

José Pombal

Daan van Stigt

Marcos Treviso

...

2023/9/21

Bridging the gap: A survey on integrating (human) feedback for natural language generation

Transactions of the Association for Computational Linguistics

Patrick Fernandes

Aman Madaan

Emmy Liu

António Farinhas

Pedro Henrique Martins

...

2023/12/19

Steering large language models for machine translation with finetuning and in-context learning

arXiv preprint arXiv:2310.13448

Duarte M Alves

Nuno M Guerreiro

João Alves

José Pombal

Ricardo Rei

...

2023/10/20

The inside story: Towards better understanding of machine translation neural evaluation metrics

arXiv preprint arXiv:2305.11806

Ricardo Rei

Nuno M Guerreiro

Marcos Treviso

Luisa Coheur

Alon Lavie

...

2023/5/19

Empirical Assessment of kNN-MT for Real-World Translation Scenarios

Pedro Henrique Martins

João Alves

Tânia Vaz

Madalena Gonçalves

Beatriz Silva

...

2023/6

See List of Professors in Andre Martins University(Carnegie Mellon University)