David C. Dale

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All published works

Action	Title	Year	Authors
+ PDF Chat	LCFO: Long Context and Long Form Output Dataset and Benchmarking	2024	Marta R. Costa‐jussà Pierre Andrews Mariano Coria Meglioli Joy Chen Jen-Hsiang Chuang David C. Dale Christophe Ropers Alexandre Mourachko Eduardo Sánchez Holger Schwenk
+ PDF Chat	Large Concept Models: Language Modeling in a Sentence Representation Space	2024	T. Team Loïc Barrault Paul-Ambroise Duquenne Maha Elbayad Artyom Kozhevnikov Belen Alastruey Pierre Andrews Mariano Coria Guillaume Couairon Marta R. Costa‐jussà
+ PDF Chat	Towards Red Teaming in Multimodal and Multilingual Translation	2024	Christophe Ropers David C. Dale Prangthip Hansanti Gabriel Mejia Gonzalez Ivan Evtimov C. I. Wong Christophe Touret Kristina Pereyra Seohyun Sonia Kim Cristian Canton Ferrer
+	MuTox: Universal MUltilingual Audio-based TOXicity Dataset and Zero-shot Detector	2024	Marta R. Costa‐jussà Mariano Coria Meglioli Pierre Andrews David C. Dale Prangthip Hansanti Elahe Kalbassi Alex Mourachko Christophe Ropers Carleigh Wood
+	HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation	2023	David C. Dale Elena Voita Janice Lam Prangthip Hansanti Christophe Ropers Elahe Kalbassi Cynthia Gao Loïc Barrault Marta R. Costa‐jussà
+	Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better	2023	David C. Dale Elena Voita Loïc Barrault Marta R. Costa‐jussà
+	SeamlessM4T: Massively Multilingual & Multimodal Machine Translation	2023	Seamless Communication Loïc Barrault Yu-An Chung Mariano Cora Meglioli David C. Dale Ning Dong Paul-Ambroise Duquenne Hady Elsahar Hongyu Gong Kevin S. Heffernan
+	SpeechAlign: a Framework for Speech Translation Alignment Evaluation	2023	Belen Alastruey Aleix Sant Gerard I. Gállego David C. Dale Marta R. Costa‐jussà
+	Added Toxicity Mitigation at Inference Time for Multimodal and Massively Multilingual Translation	2023	Marta R. Costa‐jussà David C. Dale Maha Elbayad Bokai Yu
+ PDF Chat	HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation	2023	David C. Dale Elena Voita Janice Lam Prangthip Hansanti Christophe Ropers Elahe Kalbassi Cynthia Gao Loïc Barrault Marta R. Costa‐jussà
+	Seamless: Multilingual Expressive and Streaming Speech Translation	2023	Seamless Communication Loïc Barrault Yu-An Chung Mariano Coria Meglioli David C. Dale Ning Dong Mark Duppenthaler Paul-Ambroise Duquenne Brian E. Ellis Hady Elsahar
+	The first neural machine translation system for the Erzya language	2022	David C. Dale
+	Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better	2022	David C. Dale Elena Voita Loïc Barrault Marta R. Costa‐jussà
+	Text Detoxification using Large Pre-trained Neural Models	2021	David C. Dale Anton Voronov Daryna Dementieva Varvara Logacheva Olga Kozlova Nikita Semenov Alexander Panchenko
+	Methods for Detoxification of Texts for the Russian Language	2021	Daryna Dementieva Daniil Moskovskiy Varvara Logacheva David C. Dale Olga Kozlova Nikita Semenov Alexander Panchenko

Common Coauthors

Coauthor	Papers Together
Marta R. Costa‐jussà	12
Christophe Ropers	8
Loïc Barrault	7
Pierre Andrews	6
Prangthip Hansanti	6
Elahe Kalbassi	5
Holger Schwenk	4
Elena Voita	4
Carleigh Wood	4
Maha Elbayad	4
Cynthia Gao	4
Bokai Yu	3
Tuan Tran	3
Gabriel Mejia Gonzalez	3
Kevin S. Heffernan	3
Janice Lam	3
Alexandre Mourachko	3
Safiyyah Saleem	3
Paul-Ambroise Duquenne	3
Mariano Coria Meglioli	3
Hady Elsahar	3
Eduardo Sánchez	2
Belen Alastruey	2
Nikita Semenov	2
Yu-An Chung	2
Abinesh Ramakrishnan	2
Benjamin Peloquin	2
Olga Kozlova	2
Ivan Evtimov	2
Guillaume Wenzek	2
Kaushik Ram Sadagopan	2
Alexander Panchenko	2
Paden Tomasello	2
Anna Sun	2
Hirofumi Inaguma	2
Can Balioglu	2
Daryna Dementieva	2
Christophe Touret	2
Juan Pino	2
Sravya Popuri	2
Jeff Wang	2
Ruslan Mavlyutov	2
C. I. Wong	2
Peng‐Jen Chen	2
Ann Lee	2
Changhan Wang	2
Alex Mourachko	2
Seamless Communication	2
Christopher Klaiber	2
Alice Rakotoarison	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models	2016	Ashwin K. Vijayakumar Michael Cogswell Ramprasath R. Selvaraju Qing Sun Stefan Lee David Crandall Dhruv Batra	2
+	COMET: A Neural Framework for MT Evaluation	2020	Ricardo Rei Craig Stewart Ana C Farinha Alon Lavie	2
+ PDF Chat	The Curious Case of Hallucinations in Neural Machine Translation	2021	Vikas Raunak Arul Menezes Marcin Junczys-Dowmunt	2
+ PDF Chat	Language-agnostic BERT Sentence Embedding	2022	Fangxiaoyu Feng Yinfei Yang Daniel Cer Naveen Arivazhagan Wei Wang	2
+	Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages	2022	Kevin S. Heffernan Onur Çelebi Holger Schwenk	2
+ PDF Chat	Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer	2022	Javier Ferrando Gerard I. Gállego Belen Alastruey Carlos Escolano Marta R. Costa‐jussà	2
+	Domain Robustness in Neural Machine Translation	2019	Mathias Müller Annette Rios Rico Sennrich	2
+	Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation	2021	Mathias Müller Rico Sennrich	2
+ PDF Chat	Naver Labs Europe’s Systems for the WMT19 Machine Translation Robustness Task	2019	Alexandre Bérard Ioan Calapodescu Claude Roux	2
+	Attention is not not Explanation	2019	Sarah Wiegreffe Yuval Pinter	1
+ PDF Chat	Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond	2019	Mikel Artetxe Holger Schwenk	1
+	On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation	2020	Chaojun Wang Rico Sennrich	1
+	Unsupervised Cross-lingual Representation Learning at Scale	2020	Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Édouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov	1
+	The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?	2020	Jasmijn Bastings Katja Filippova	1
+	Unbabel's Participation in the WMT20 Metrics Shared Task	2020	Ricardo Rei Craig Stewart Ana C Farinha Alon Lavie	1
+	Attention is Not Only a Weight: Analyzing Transformers with Vector Norms	2020	GORO KOBAYASHI Tatsuki Kuribayashi Sho Yokoi Kentaro Inui	1
+	Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation	2021	Elena Voita Rico Sennrich Ivan Titov	1
+	Measuring and Increasing Context Usage in Context-Aware Machine Translation	2021	Patrick Fernandes Kayo Yin Graham Neubig André F. T. Martins	1
+	Survey of Hallucination in Natural Language Generation	2022	Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu Dan Su Yan Xu Etsuko Ishii Yejin Bang Andrea Madotto Pascale Fung	1
+	Consistent Human Evaluation of Machine Translation across Language Pairs	2022	Daniel J. Licht Cynthia Gao Janice Lam Francisco Guzmán Mona Diab Philipp Koehn	1
+	SALTED: A Framework for SAlient Long-Tail Translation Error Detection	2022	Vikas Raunak Matt Post Arul Menezes	1
+	No Language Left Behind: Scaling Human-Centered Machine Translation	2022	Nllb Team Marta R. Costa‐jussà James H. Cross Onur Çelebi Maha Elbayad Kenneth Heafield Kevin S. Heffernan Elahe Kalbassi Janice Lam Daniel J. Licht	1
+	As Little as Possible, as Much as Necessary: Detecting Over- and Undertranslations with Contrastive Conditioning	2022	Jannis Vamvas Rico Sennrich	1
+	To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation	2021	Tom Kocmi Christian Federmann Roman Grundkiewicz Marcin Junczys-Dowmunt Hitokazu Matsushita Arul Menezes	1
+ PDF Chat	Quality-Aware Decoding for Neural Machine Translation	2022	Patrick Fernandes António Farinhas Ricardo Rei José G. C. de Souza Perez Ogayo Graham Neubig André F. T. Martins	1
+	Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation	2022	Ricardo Rei Elena Voita André F. T. Martins	1
+ PDF Chat	Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection	2023	Weijia Xu Sweta Agrawal Eleftheria Briakou Marianna J. Martindale Marine Carpuat	1
+	Attention Is All You Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	1
+	Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation	2023	Ricardo Rei Pierre Colombo Pablo Piantanida André F. T. Martins	1
+	Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better	2023	David C. Dale Elena Voita Loïc Barrault Marta R. Costa‐jussà	1
+	SONAR: Sentence-Level Multimodal and Language-Agnostic Representations	2023	Paul-Ambroise Duquenne Holger Schwenk Benoît Sagot	1
+	Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation	2023	Ricardo Rei Elena Voita André F. T. Martins	1
+ PDF Chat	Representation of Linguistic Form and Function in Recurrent Neural Networks	2017	Ákos Kádár Grzegorz Chrupała Afra Alishahi	1
+	Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning	2015	Yarin Gal Zoubin Ghahramani	1
+	A Simple, Fast Diverse Decoding Algorithm for Neural Generation	2016	Jiwei Li Will Monroe Dan Jurafsky	1
+	Understanding Neural Networks through Representation Erasure	2016	Jiwei Li Will Monroe Dan Jurafsky	1
+ PDF Chat	XNLI: Evaluating Cross-lingual Sentence Representations	2018	Alexis Conneau Ruty Rinott Guillaume Lample Adina Williams Samuel Bowman Holger Schwenk Veselin Stoyanov	1
+ PDF Chat	fairseq: A Fast, Extensible Toolkit for Sequence Modeling	2019	Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli	1
+	The Curious Case of Neural Text Degeneration	2019	Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi	1
+	Is Attention Interpretable?	2019	Sofia Serrano Noah A. Smith	1
+	A Call for Clarity in Reporting BLEU Scores	2018	Matt Post	1
+	On NMT Search Errors and Model Errors: Cat Got Your Tongue?	2019	Felix Stahlberg Bill Byrne	1