Machine Translation with Large Language Models: Prompting, Few-shot Learning, and Fine-tuning with QLoRA Conference Forthcoming
Proceedings of the Eighth Conference on Machine Translation (WMT23), Forthcoming.
Proceedings of Machine Translation Summit XIV (Volume 1: Research Track), 2023.
Towards Zero-Shot Code-Switched Speech Recognition Conference
2023.
Building Keyword Search System from End-To-End Asr Systems Conference
2023.
JHU IWSLT 2023 Dialect Speech Translation System Conference
2023.
JHU IWSLT 2023 Multilingual Speech Translation System Conference
2023.
Multimedia Curriculum Learning for Language Acquisition Journal Article
In: Journal of Science and Technology on Information and Communications, 2023.
Prefix Embeddings for In-Context Machine Translation Conference
Proceedings of the 15th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track), 2023.
Strategies for Adapting Multilingual Pre-training for Domain-Specific Machine Translation Conference
Proceedings of the 15th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track), vol. Volume 1: MT Research Track, 2023.
Findings of the IWSLT 2022 Evaluation Campaign Conference
Proceedings of the 19th International Conference on Spoken Language Translation (IWSLT 2022), Association for Computational Linguistics 2023.
Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution Conference
Findings of the Association for Computational Linguistics: ACL 2023, 2023.
The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains Conference
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2023.
Por Qu{'e} N{~a}o Utiliser Alla Spr{aa}k? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer Conference
Findings of the Association for Computational Linguistics: NAACL 2022, 2023.
Enhancing Video Translation Context with Object Labels Conference
Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023), 2023.
An Expansive Exploration of Back-Translation in 60 Languages Conference
Findings of the Association for Computational Linguistics: ACL 2023, 2023.
Machine Translation with Large Language Models: Prompting, Few-shot Learning, and Fine-tuning with QLoRA Conference Forthcoming
Proceedings of the Eighth Conference on Machine Translation (WMT23), Forthcoming.
Proceedings of Machine Translation Summit XIV (Volume 1: Research Track), 2023.
Strategies for Adapting Multilingual Pre-training for Domain-Specific Machine Translation Conference
Proceedings of the 15th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track), vol. Volume 1: MT Research Track, 2023.
Prefix Embeddings for In-Context Machine Translation Conference
Proceedings of the 15th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track), 2023.
Multimedia Curriculum Learning for Language Acquisition Journal Article
In: Journal of Science and Technology on Information and Communications, 2023.
Findings of the IWSLT 2022 Evaluation Campaign Conference
Proceedings of the 19th International Conference on Spoken Language Translation (IWSLT 2022), Association for Computational Linguistics 2023.
JHU IWSLT 2023 Multilingual Speech Translation System Conference
2023.
JHU IWSLT 2023 Dialect Speech Translation System Conference
2023.
Building Keyword Search System from End-To-End Asr Systems Conference
2023.
Towards Zero-Shot Code-Switched Speech Recognition Conference
2023.
Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution Conference
Findings of the Association for Computational Linguistics: ACL 2023, 2023.
The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains Conference
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2023.
Por Qu{'e} N{~a}o Utiliser Alla Spr{aa}k? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer Conference
Findings of the Association for Computational Linguistics: NAACL 2022, 2023.
An Expansive Exploration of Back-Translation in 60 Languages Conference
Findings of the Association for Computational Linguistics: ACL 2023, 2023.
Enhancing Video Translation Context with Object Labels Conference
Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023), 2023.
Bernice: A Multilingual Pre-trained Encoder for Twitter Conference
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022.
The Importance of Temperature in Multi-Task Optimization Workshop
OPT2022: 14th Annual Workshop on Optimization for Machine Learning, 2022.
The Effects of Language Token Prefixing for Multilingual Machine Translation Conference
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), Association for Computational Linguistics, Online only, 2022.
Learning a Sparse Representation Model for Neural CLIR Conference
Proceedings of the Third International Conference on Design of Experimental Search & Information REtrieval Systems, 2022.
Proceedings of the 13th Language Resources and Evaluation Conference, 2022.
Patapasco: A Python Framework for Cross-Language Information Retrieval Experiments Conference
Advances in Information Retrieval: 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part II, 2022.
An Exploration of Placeholding in Neural Machine Translation Journal Article
In: 2019.
Graph convolutional networks for exploring authorship hypotheses Proceedings
2019.
Deriving Spectro-Temporal Properties of Hearing from Speech Data Conference
2019.
Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting Journal Article
In: 2019.
A Discriminative Neural Model for Cross-Lingual Word Alignment Journal Article
In: 2019.
The JHU Speaker Recognition System for the VOiCES 2019 Challenge Proceedings
2019.
Diverse Paraphrasing via Sampling and Clustering Journal Article
In: 2019.
A Synthetic Recipe for OCR Proceedings
2019.
Performance Monitoring for End-to-End Speech Recognition Proceedings
2019.
PARABANK: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-constrained Neural Journal Article
In: 2019.
Portable, layer-wise task performance monitoring for NLP models Proceedings
2018.
Observational Comparison of Geo-tagged and Randomly-drawn Tweets Journal Article
In: 2018.
Neural Lattice Rescoring for Phrase-based Machine Translation Conference
2017.
Fluency detection on communication networks Proceedings
2016.
Modelling the Interpretation of Discourse Connectives by Bayesian Pragmatics Proceedings Article
In: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pp. 531–536, Association for Computational Linguistics, Berlin, Germany, 2016.
The JHU Machine Translation Systems for WMT 2016 Proceedings Article
In: Proceedings of the First Conference on Machine Translation, pp. 272–280, Association for Computational Linguistics, Berlin, Germany, 2016.