Language Modeling with Gated Convolutional Networks. - Yann N. Dauphin; Angela Fan; Michael Auli; David Grangier (ICML, 2017)

Promoting Domain-Specific Terms in Topic Models with Informative Priors. - Angela Fan; Finale Doshi-Velez; Luke Miratrix (CoRR, 2017)

Hierarchical Neural Story Generation. - Angela Fan; Mike Lewis; Yann N. Dauphin (ACL (1), 2018)

Controllable Abstractive Summarization. - Angela Fan; David Grangier; Michael Auli (NMT@ACL, 2018)

ELI5: Long Form Question Answering. - Angela Fan; Yacine Jernite; Ethan Perez; David Grangier; Jason Weston; Michael Auli (ACL (1), 2019)

Strategies for Structuring Story Generation. - Angela Fan; Mike Lewis; Yann N. Dauphin (ACL (1), 2019)

Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs. - Angela Fan; Claire Gardent; Chloé Braud; Antoine Bordes (EMNLP/IJCNLP (1), 2019)

Learning to Speak and Act in a Fantasy Text Adventure Game. - Jack Urbanek; Angela Fan; Siddharth Karamcheti; Saachi Jain; Samuel Humeau 001; Emily Dinan; Tim Rocktäschel; Douwe Kiela; Arthur Szlam; Jason Weston (EMNLP/IJCNLP (1), 2019)

Wizard of Wikipedia: Knowledge-Powered Conversational Agents. - Emily Dinan; Stephen Roller; Kurt Shuster 001; Angela Fan; Michael Auli; Jason Weston (ICLR (Poster), 2019)

Generative Question Answering: Learning to Answer the Whole Question. - Mike Lewis; Angela Fan (ICLR (Poster), 2019)

Pay Less Attention with Lightweight and Dynamic Convolutions. - Felix Wu; Angela Fan; Alexei Baevski; Yann N. Dauphin; Michael Auli (ICLR, 2019)

fairseq: A Fast, Extensible Toolkit for Sequence Modeling. - Myle Ott; Sergey Edunov; Alexei Baevski; Angela Fan; Sam Gross; Nathan Ng 001; David Grangier; Michael Auli (NAACL-HLT (Demonstrations), 2019)

GLOSS: Generative Latent Optimization of Sentence Representations. - Sidak Pal Singh; Angela Fan; Michael Auli (CoRR, 2019)

Assessing topic model relevance: Evaluation and informative priors. - Angela Fan; Finale Doshi-Velez; Luke Miratrix (Stat. Anal. Data Min., 2019)

Generating Interactive Worlds with Text. - Angela Fan; Jack Urbanek; Pratik Ringshia; Emily Dinan; Emma Qian; Siddharth Karamcheti; Shrimai Prabhumoye; Douwe Kiela; Tim Rocktäschel; Arthur Szlam; Jason Weston (AAAI, 2020)

Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation. - Emily Dinan; Angela Fan; Adina Williams; Jack Urbanek; Douwe Kiela; Jason Weston (EMNLP (1), 2020)

Multi-Dimensional Gender Bias Classification. - Emily Dinan; Angela Fan; Ledell Wu; Jason Weston; Douwe Kiela; Adina Williams (EMNLP (1), 2020)

Multilingual AMR-to-Text Generation. - Angela Fan; Claire Gardent (EMNLP (1), 2020)

Generating Fact Checking Briefs. - Angela Fan; Aleksandra Piktus; Fabio Petroni; Guillaume Wenzek; Marzieh Saeidi; Andreas Vlachos 001; Antoine Bordes; Sebastian Riedel 001 (EMNLP (1), 2020)

Reducing Transformer Depth on Demand with Structured Dropout. - Angela Fan; Edouard Grave; Armand Joulin (ICLR, 2020)

Facebook AI's WMT20 News Translation Task Submission. - Peng-Jen Chen; Ann Lee 001; Changhan Wang; Naman Goyal 001; Angela Fan; Mary Williamson; Jiatao Gu (WMT@EMNLP, 2020)

Accessing Higher-level Representations in Sequential Transformers with Feedback Memory. - Angela Fan; Thibaut Lavril; Edouard Grave; Armand Joulin; Sainbayar Sukhbaatar (CoRR, 2020)

Augmenting Transformers with KNN-Based Composite Memory for Dialogue. - Angela Fan; Claire Gardent; Chloé Braud; Antoine Bordes (CoRR, 2020)

Multilingual Unsupervised Sentence Simplification. - Louis Martin; Angela Fan; Éric de la Clergerie; Antoine Bordes; Benoît Sagot (CoRR, 2020)

Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions. - Stephen Roller; Y-Lan Boureau; Jason Weston; Antoine Bordes; Emily Dinan; Angela Fan; David Gunning; Da Ju; Margaret Li; Spencer Poff; Pratik Ringshia; Kurt Shuster 001; et al. (CoRR, 2020)

Multilingual Translation with Extensible Multilingual Pretraining and Finetuning. - Yuqing Tang; Chau Tran; Xian Li 003; Peng-Jen Chen; Naman Goyal 001; Vishrav Chaudhary; Jiatao Gu; Angela Fan (CoRR, 2020)

KILT: a Benchmark for Knowledge Intensive Language Tasks. - Fabio Petroni; Aleksandra Piktus; Angela Fan; Patrick Lewis 001; Majid Yazdani; Nicola De Cao; James Thorne; Yacine Jernite; Vassilis Plachouras; Tim Rocktäschel; Sebastian Riedel 001 (CoRR, 2020)

Beyond English-Centric Multilingual Machine Translation. - Angela Fan; Shruti Bhosale; Holger Schwenk; Zhiyi Ma; Ahmed El-Kishky; Siddharth Goyal; Mandeep Baines; Onur Celebi; Guillaume Wenzek; Vishrav Chaudhary; Naman Goyal 001; Tom Birch; et al. (CoRR, 2020)

Human Evaluation of Spoken vs. Visual Explanations for Open-Domain QA. - Ana Valeria Gonzalez; Gagan Bansal; Angela Fan; Robin Jia; Yashar Mehdad; Srinivasan Iyer 001 (CoRR, 2020)

Do Explanations Help Users Detect Errors in Open-Domain QA? An Evaluation of Spoken vs. Visual Explanations. - Ana Valeria Gonzalez; Gagan Bansal; Angela Fan; Yashar Mehdad; Robin Jia; Srinivasan Iyer 001 (ACL/IJCNLP (Findings), 2021)

CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web. - Holger Schwenk; Guillaume Wenzek; Sergey Edunov; Edouard Grave; Armand Joulin; Angela Fan (ACL/IJCNLP (1), 2021)

Multilingual Translation from Denoising Pre-Training. - Yuqing Tang; Chau Tran; Xian Li 003; Peng-Jen Chen; Naman Goyal 001; Vishrav Chaudhary; Jiatao Gu; Angela Fan (ACL/IJCNLP (Findings), 2021)

Nearest Neighbor Machine Translation. - Urvashi Khandelwal; Angela Fan; Dan Jurafsky; Luke Zettlemoyer; Mike Lewis (ICLR, 2021)

Training with Quantization Noise for Extreme Model Compression. - Pierre Stock; Angela Fan; Benjamin Graham; Edouard Grave; Rémi Gribonval; Hervé Jégou; Armand Joulin (ICLR, 2021)

Not All Memories are Created Equal: Learning to Forget by Expiring. - Sainbayar Sukhbaatar; Da Ju; Spencer Poff; Stephen Roller; Arthur Szlam; Jason Weston; Angela Fan (ICML, 2021)

Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog. - Arun Babu; Akshat Shrivastava; Armen Aghajanyan; Ahmed Aly; Angela Fan; Marjan Ghazvininejad (NAACL-HLT, 2021)

KILT: a Benchmark for Knowledge Intensive Language Tasks. - Fabio Petroni; Aleksandra Piktus; Angela Fan; Patrick Lewis 001; Majid Yazdani; Nicola De Cao; James Thorne; Yacine Jernite; Vladimir Karpukhin; Jean Maillard; Vassilis Plachouras; Tim Rocktäschel; et al. (NAACL-HLT, 2021)

Findings of the 2021 Conference on Machine Translation (WMT21). - Farhad Akhbardeh; Arkady Arkhangorodsky; Magdalena Biesialska; Ondrej Bojar; Rajen Chatterjee; Vishrav Chaudhary; Marta R. Costa-jussà; Cristina España-Bonet; Angela Fan; Christian Federmann; Markus Freitag; Yvette Graham; et al. (WMT@EMNLP, 2021)

Facebook AI's WMT21 News Translation Task Submission. - Chau Tran; Shruti Bhosale; James Cross 003; Philipp Koehn; Sergey Edunov; Angela Fan (WMT@EMNLP, 2021)

Findings of the WMT 2021 Shared Task on Large-Scale Multilingual Machine Translation. - Guillaume Wenzek; Vishrav Chaudhary; Angela Fan; Sahir Gomez; Naman Goyal 001; Somya Jain; Douwe Kiela; Tristan Thrush; Francisco Guzmán (WMT@EMNLP, 2021)

AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages. - Abteen Ebrahimi; Manuel Mager; Arturo Oncevay; Vishrav Chaudhary; Luis Chiruzzo; Angela Fan; John E. Ortega; Ricardo Ramos; Annette Rios; Ivan Vladimir; Gustavo Alberto Giménez Lugo; Elisabeth Mager; et al. (CoRR, 2021)

Facebook AI WMT21 News Translation Task Submission. - Chau Tran; Shruti Bhosale; James Cross 003; Philipp Koehn; Sergey Edunov; Angela Fan (CoRR, 2021)

Beyond English-Centric Multilingual Machine Translation. - Angela Fan; Shruti Bhosale; Holger Schwenk; Zhiyi Ma; Ahmed El-Kishky; Siddharth Goyal; Mandeep Baines; Onur Celebi; Guillaume Wenzek; Vishrav Chaudhary; Naman Goyal 001; Tom Birch; et al. (J. Mach. Learn. Res., 2021)

Augmenting Transformers with KNN-Based Composite Memory for Dialog. - Angela Fan; Claire Gardent; Chloé Braud; Antoine Bordes (Trans. Assoc. Comput. Linguistics, 2021)

Text Generation with and without Retrieval. (Génération de textes basés sur la connaissance avec et sans recherche). - Angela Fan (2021)

AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages. - Abteen Ebrahimi; Manuel Mager; Arturo Oncevay; Vishrav Chaudhary; Luis Chiruzzo; Angela Fan; John E. Ortega; Ricardo Ramos; Annette Rios; Iván Vladimir Meza Ruíz; Gustavo Giménez Lugo; Elisabeth Mager; et al. (ACL (1), 2022)

Generating Biographies on Wikipedia: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies. - Angela Fan; Claire Gardent (ACL (1), 2022)

Alternative Input Signals Ease Transfer in Multilingual Machine Translation. - Simeng Sun; Angela Fan; James Cross 003; Vishrav Chaudhary; Chau Tran; Philipp Koehn; Francisco Guzmán (ACL (1), 2022)

stopes - Modular Machine Translation Pipelines. - Pierre Andrews; Guillaume Wenzek; Kevin Heffernan; Onur Çelebi; Anna Y. Sun; Ammar Kamran; Yingzhe Guo; Alexandre Mourachko; Holger Schwenk; Angela Fan (EMNLP (Demos), 2022)

MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases. - Louis Martin; Angela Fan; Éric de la Clergerie; Antoine Bordes; Benoît Sagot (LREC, 2022)

A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation. - David Ifeoluwa Adelani; Jesujoba O. Alabi; Angela Fan; Julia Kreutzer; Xiaoyu Shen 001; Machel Reid; Dana Ruiter; Dietrich Klakow; Peter Nabende; Ernie Chang; Tajuddeen Gwadabe; Freshia Sackey; et al. (NAACL-HLT, 2022)

Tricks for Training Sparse Translation Models. - Dheeru Dua; Shruti Bhosale; Vedanuj Goswami; James Cross 003; Mike Lewis; Angela Fan (NAACL-HLT, 2022)

Generating Full Length Wikipedia Biographies: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies. - Angela Fan; Claire Gardent (CoRR, 2022)

No Language Left Behind: Scaling Human-Centered Machine Translation. - Marta R. Costa-jussà; James Cross 003; Onur Çelebi; Maha Elbayad; Kenneth Heafield; Kevin Heffernan; Elahe Kalbassi; Janice Lam; Daniel Licht; Jean Maillard; Anna Y. Sun; Skyler Wang; et al. (CoRR, 2022)

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model. - Teven Le Scao; Angela Fan; Christopher Akiki; Ellie Pavlick; Suzana Ilic; Daniel Hesslow; Roman Castagné; Alexandra Sasha Luccioni; François Yvon; Matthias Gallé; Jonathan Tow; Alexander M. Rush; et al. (CoRR, 2022)

AmericasNLI: Machine translation and natural language inference systems for Indigenous languages of the Americas. - Katharina Kann; Abteen Ebrahimi; Manuel Mager; Arturo Oncevay; John E. Ortega; Annette Rios; Angela Fan; Ximena Gutierrez-Vasques; Luis Chiruzzo; Gustavo Alberto Giménez Lugo; Ricardo Ramos; Iván Vladimir Meza Ruíz; et al. (Frontiers Artif. Intell., 2022)

The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation. - Naman Goyal 001; Cynthia Gao; Vishrav Chaudhary; Peng-Jen Chen; Guillaume Wenzek; Da Ju; Sanjana Krishnan; Marc'Aurelio Ranzato; Francisco Guzmán; Angela Fan (Trans. Assoc. Comput. Linguistics, 2022)

Small Data, Big Impact: Leveraging Minimal Data for Effective Machine Translation. - Jean Maillard; Cynthia Gao; Elahe Kalbassi; Kaushik Ram Sadagopan; Vedanuj Goswami; Philipp Koehn; Angela Fan; Francisco Guzmán (ACL (1), 2023)

RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question. - Alireza Mohammadshahi; Thomas Scialom; Majid Yazdani; Pouya Yanki; Angela Fan; James Henderson 001; Marzieh Saeidi (ACL (Findings), 2023)

Revisiting Machine Translation for Cross-lingual Classification. - Mikel Artetxe; Vedanuj Goswami; Shruti Bhosale; Angela Fan; Luke Zettlemoyer (EMNLP, 2023)

Large Language Models for Software Engineering: Survey and Open Problems. - Angela Fan; Beliz Gokkaya; Mark Harman; Mitya Lyubarskiy; Shubho Sengupta; Shin Yoo; Jie M. Zhang (ICSE-FoSE, 2023)

Llama 2: Open Foundation and Fine-Tuned Chat Models. - Hugo Touvron; Louis Martin; Kevin Stone; Peter Albert; Amjad Almahairi; Yasmine Babaei; Nikolay Bashlykov; Soumya Batra; Prajjwal Bhargava; Shruti Bhosale; Dan Bikel; Lukas Blecher; et al. (CoRR, 2023)

Ngambay-French Neural Machine Translation (sba-Fr). - Sakayo Toadoum Sari; Angela Fan; Lema Logamou Seknewna (CoRR, 2023)

CycleDRUMS: automatic drum arrangement for bass lines using CycleGAN. - Giorgio Barnabò; Giovanni Trappolini; Lorenzo Lastilla; Cesare Campagnano; Angela Fan; Fabio Petroni; Fabrizio Silvestri (Discov. Artif. Intell., 2023)

Reasoning over Public and Private Data in Retrieval-Based Systems. - Simran Arora; Patrick S. H. Lewis; Angela Fan; Jacob Kahn; Christopher Ré (Trans. Assoc. Comput. Linguistics, 2023)

Effective Long-Context Scaling of Foundation Models. - Wenhan Xiong; Jingyu Liu; Igor Molybog; Hejia Zhang; Prajjwal Bhargava; Rui Hou; Louis Martin; Rashi Rungta; Karthik Abinav Sankararaman; Barlas Oguz; Madian Khabsa; Han Fang; et al. (NAACL-HLT, 2024)

The Llama 3 Herd of Models. - Abhimanyu Dubey; Abhinav Jauhri; Abhinav Pandey; Abhishek Kadian; Ahmad Al-Dahle; Aiesha Letman; Akhil Mathur; Alan Schelten; Amy Yang; Angela Fan; Anirudh Goyal; Anthony Hartshorn; et al. (CoRR, 2024)