Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

2023

Reasoning over Public and Private Data in Retrieval-Based Systems.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2023

CycleDRUMS: automatic drum arrangement for bass lines using CycleGAN.

[BibT_eX]

[DOI]

Discov. Artif. Intell., 2023

Ngambay-French Neural Machine Translation (sba-Fr).

[BibT_eX]

[DOI]

Sakayo Toadoum Sari

Angela Fan

Lema Logamou Seknewna

CoRR, 2023

Llama 2: Open Foundation and Fine-Tuned Chat Models.

[BibT_eX]

[DOI]

Cristian Canton-Ferrer

CoRR, 2023

Large Language Models for Software Engineering: Survey and Open Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Software Engineering: Future of Software Engineering, 2023

Revisiting Machine Translation for Cross-lingual Classification.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question.

[BibT_eX]

[DOI]

Alireza Mohammadshahi

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Small Data, Big Impact: Leveraging Minimal Data for Effective Machine Translation.

[BibT_eX]

[DOI]

Jean Maillard

Cynthia Gao

Elahe Kalbassi

Kaushik Ram Sadagopan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2022

AmericasNLI: Machine translation and natural language inference systems for Indigenous languages of the Americas.

[BibT_eX]

[DOI]

Ximena Gutierrez-Vasques

Luis Chiruzzo

Gustavo Alberto Giménez Lugo

Ricardo Ramos

Iván Vladimir Meza Ruíz

Frontiers Artif. Intell., 2022

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model.

[BibT_eX]

[DOI]

CoRR, 2022

No Language Left Behind: Scaling Human-Centered Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2022

Generating Full Length Wikipedia Biographies: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies.

[BibT_eX]

[DOI]

Angela Fan

Claire Gardent

CoRR, 2022

Tricks for Training Sparse Translation Models.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

stopes - Modular Machine Translation Pipelines.

[BibT_eX]

[DOI]

Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Alternative Input Signals Ease Transfer in Multilingual Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Generating Biographies on Wikipedia: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies.

[BibT_eX]

[DOI]

Angela Fan

Claire Gardent

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages.

[BibT_eX]

[DOI]

Iván Vladimir Meza Ruíz

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Text Generation with and without Retrieval. (Génération de textes basés sur la connaissance avec et sans recherche).

[BibT_eX]

[DOI]

Angela Fan

PhD thesis, 2021

Augmenting Transformers with KNN-Based Composite Memory for Dialog.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2021

Beyond English-Centric Multilingual Machine Translation.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2021

Facebook AI WMT21 News Translation Task Submission.

[BibT_eX]

[DOI]

CoRR, 2021

AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages.

[BibT_eX]

[DOI]

Gustavo Alberto Giménez Lugo

CoRR, 2021

Findings of the WMT 2021 Shared Task on Large-Scale Multilingual Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Sixth Conference on Machine Translation, 2021

Facebook AI's WMT21 News Translation Task Submission.

[BibT_eX]

[DOI]

Proceedings of the Sixth Conference on Machine Translation, 2021

Findings of the 2021 Conference on Machine Translation (WMT21).

[BibT_eX]

[DOI]

Proceedings of the Sixth Conference on Machine Translation, 2021

KILT: a Benchmark for Knowledge Intensive Language Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Not All Memories are Created Equal: Learning to Forget by Expiring.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Training with Quantization Noise for Extreme Model Compression.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Nearest Neighbor Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Multilingual Translation from Denoising Pre-Training.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Do Explanations Help Users Detect Errors in Open-Domain QA? An Evaluation of Spoken vs. Visual Explanations.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Human Evaluation of Spoken vs. Visual Explanations for Open-Domain QA.

[BibT_eX]

[DOI]

CoRR, 2020

Beyond English-Centric Multilingual Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2020

KILT: a Benchmark for Knowledge Intensive Language Tasks.

[BibT_eX]

[DOI]

CoRR, 2020

Multilingual Translation with Extensible Multilingual Pretraining and Finetuning.

[BibT_eX]

[DOI]

CoRR, 2020

Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions.

[BibT_eX]

[DOI]

CoRR, 2020

Multilingual Unsupervised Sentence Simplification.

[BibT_eX]

[DOI]

CoRR, 2020

Augmenting Transformers with KNN-Based Composite Memory for Dialogue.

[BibT_eX]

[DOI]

CoRR, 2020

Accessing Higher-level Representations in Sequential Transformers with Feedback Memory.

[BibT_eX]

[DOI]

CoRR, 2020

Facebook AI's WMT20 News Translation Task Submission.

[BibT_eX]

[DOI]

Proceedings of the Fifth Conference on Machine Translation, 2020

Reducing Transformer Depth on Demand with Structured Dropout.

[BibT_eX]

[DOI]

Angela Fan

Edouard Grave

Armand Joulin

Proceedings of the 8th International Conference on Learning Representations, 2020

Generating Fact Checking Briefs.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Multilingual AMR-to-Text Generation.

[BibT_eX]

[DOI]

Angela Fan

Claire Gardent

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Multi-Dimensional Gender Bias Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Generating Interactive Worlds with Text.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Assessing topic model relevance: Evaluation and informative priors.

[BibT_eX]

[DOI]

Angela Fan

Finale Doshi-Velez

Luke Miratrix

Stat. Anal. Data Min., 2019

GLOSS: Generative Latent Optimization of Sentence Representations.

[BibT_eX]

[DOI]

Sidak Pal Singh

Angela Fan

Michael Auli

CoRR, 2019

fairseq: A Fast, Extensible Toolkit for Sequence Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Pay Less Attention with Lightweight and Dynamic Convolutions.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Generative Question Answering: Learning to Answer the Whole Question.

[BibT_eX]

[DOI]

Mike Lewis

Angela Fan

Proceedings of the 7th International Conference on Learning Representations, 2019

Wizard of Wikipedia: Knowledge-Powered Conversational Agents.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Learning to Speak and Act in a Fantasy Text Adventure Game.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Strategies for Structuring Story Generation.

[BibT_eX]

[DOI]

Angela Fan

Mike Lewis

Yann N. Dauphin

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

ELI5: Long Form Question Answering.

[BibT_eX]

[DOI]

Angela Fan

Yacine Jernite