Publications
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.
BLADE: Combining Vocabulary Pruning and Intermediate Pretraining for Scaleable Neural CLIR Conference
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 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.
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.
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.
Findings of the Association for Computational Linguistics: NAACL 2022, 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.
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.
An Expansive Exploration of Back-Translation in 60 Languages Conference
Findings of the Association for Computational Linguistics: ACL 2023, 2023.
Hyperparameter Optimization Toolkit for Neural Machine Translation Research Conference
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), 2023.
Enhancing Video Translation Context with Object Labels Conference
Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023), 2023.
Findings of the 2023 IWSLT Evaluation Campaign Conference
Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023), 2023.
HK-LegiCoST: Leveraging Non-Verbatim Transcripts for Speech Translation Miscellaneous
2023.
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.
2020
2019
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.
A Discriminative Neural Model for Cross-Lingual Word Alignment Journal Article
In: 2019.
Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting 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.
Performance Monitoring for End-to-End Speech Recognition Proceedings
2019.
A Synthetic Recipe for OCR Proceedings
2019.
PARABANK: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-constrained Neural Journal Article
In: 2019.
2018
Portable, layer-wise task performance monitoring for NLP models Proceedings
2018.
Observational Comparison of Geo-tagged and Randomly-drawn Tweets Journal Article
In: 2018.
2017
Neural Lattice Rescoring for Phrase-based Machine Translation Conference
2017.
2016
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.
Modelling the Usage of Discourse Connectives as Rational Speech Acts Proceedings Article
In: Proceedings of The 20th SIGNLL Conference on Computational Natural Language Learning, pp. 302–313, Association for Computational Linguistics, Berlin, Germany, 2016.
Augmented Data Training of Joint Acoustic/Phonotactic DNN i-vectors for NIST LRE15 Proceedings Article
In: Proceedings of Odyssey, 2016.
Automated structure discovery and parameter tuning of neural network language model based on evolution strategy Proceedings Article
In: Proceedings of the 2016 IEEE Workshop on Spoken Language Technology, 2016.
Priors for Speaker Counting and Diarization with AHC Proceedings Article
In: Proceedings of Interspeech, 2016.
Non-Linear Similarity Learning for Compositionality Proceedings Article
In: AAAI Conference on Artificial Intelligence, 2016.
A joint graph inference case study: the c. elegans chemical and electrical connectomes Proceedings Article
In: Worm, Taylor & Francis 2016.
Community Detection and Classification in Hierarchical Stochastic Blockmodels Journal Article
In: IEEE Transactions on Network Science and Engineering, vol. accepted for publication, 2016.
Information Recovery in Shuffled Graphs via Graph Matching Journal Article
In: arXiv preprint arXiv:1605.02315, 2016.
On the Consistency of the Likelihood Maximization Vertex Nomination Scheme: Bridging the Gap Between Maximum Likelihood Estimation and Graph Matching Journal Article
In: Journal of Machine Learning Research, vol. 17, no. 179, pp. 1–34, 2016.
A semiparametric two-sample hypothesis testing problem for random dot product graphs Journal Article
In: Journal of Computational and Graphical Statistics, vol. Accepted for publication, 2016.
Graph matching: Relax at your own risk Journal Article
In: IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 38, no. 1, pp. 60–73, 2016.
Semi-External Memory Sparse Matrix Multiplication on Billion-node Graphs in a Multicore Architecture Journal Article
In: IEEE Transactions in Parallel and Distributed Systems, vol. Accepted for publication, 2016.
Fast Embedding for JOFC Using the Raw Stress Criterion Journal Article
In: Journal of Computational and Graphical Statistics, vol. Accepted for publication, 2016.
2015
Findings of the 2015 Workshop on Statistical Machine Translation Proceedings Article
In: Proceedings of the Tenth Workshop on Statistical Machine Translation, pp. 1–46, Association for Computational Linguistics, Lisbon, Portugal, 2015.
Ground Truth for Grammatical Error Correction Metrics Proceedings Article
In: Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), pp. 588–593, Association for Computational Linguistics, Beijing, China, 2015.
A Universal Feature Schema for Rich Morphological Annotation and Fine-Grained Cross-Lingual Part-of- Speech Tagging Book Section
In: Systems and Frameworks for Computational Morphology, Springer, 2015.
Joshua 6: A phrase-based and hierarchical statistical machine translation system Journal Article
In: The Prague Bulletin of Mathematical Linguistics, 2015.
Vertex nomination schemes for membership prediction Journal Article
In: The Annals of Applied Statistics, vol. 9, no. 3, pp. 1510–1532, 2015.
Spectral clustering for divide-and-conquer graph matching Journal Article
In: Parallel Computing, vol. 47, pp. 70–87, 2015.
A nonparametric two-sample hypothesis testing problem for random dot product graphs Journal Article
In: Bernoulli, vol. Accepted for publication, 2015.
Inferring Latent User Properties from Texts Published in Social Media (Demo) Proceedings Article
In: Proceedings of the Twenty-Ninth Conference on Artificial Intelligence (AAAI), Austin, TX, 2015.
Content-Based Recommender Systems for Spoken Documents Proceedings Article
In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, 2015.
Diarization Resegmentation in the Factor Analysis Subspace Proceedings Article
In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, 2015.
