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Xing Niu
See also: Google Scholar
Machine/Speech Translation
- Zero-resource Speech Translation and Recognition with LLMs
Karel Mundnich, Xing Niu, Prashant Mathur, Srikanth Ronanki, Brady Houston, Veera Raghavendra Elluru, Nilaksh Das, Zejiang Hou, Goeric Huybrechts, Anshu Bhatia, Daniel Garcia-Romero, Kyu J. Han, Katrin Kirchhoff
To appear in Proceedings of the 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2025).
- Improving Lip-synchrony in Direct Audio-Visual Speech-to-Speech Translation
Lucas Goncalves, Prashant Mathur, Xing Niu, Brady Houston, Chandrashekhar Lavania, Srikanth Vishnubhotla, Lijia Sun, Anthony Ferritto
To appear in Proceedings of the 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2025).
- SpeechVerse: A Large-scale Generalizable Audio Language Model [bibtex]
Nilaksh Das, Saket Dingliwal, Srikanth Ronanki, Rohit Paturi, Zhaocheng Huang, Prashant Mathur, Jie Yuan, Dhanush Bekal, Xing Niu, Sai Muralidhar Jayanthi, Xilai Li, Karel Mundnich, Monica Sunkara, Sundararajan Srinivasan, Kyu J Han, and Katrin Kirchhoff
In arXiv.
- M3T: A New Benchmark Dataset for Multi-Modal Document-Level Machine Translation [bibtex] [code]
Benjamin Hsu, Xiaoyu Liu, Huayang Li, Yoshinari Fujinuma, Maria Nadejde, Xing Niu, Yair Kittenplon, Ron Litman, and Raghavendra Pappagari
In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 2024), short paper, June 16, 2024, Mexico City, Mexico.
- End-to-End Single-Channel Speaker-Turn Aware Conversational Speech Translation [bibtex] [code]
Juan Zuluaga-Gomez, Zhaocheng Huang, Xing Niu, Rohit Paturi, Sundararajan Srinivasan, Prashant Mathur, Brian Thompson, and Marcello Federico
In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), December 6, 2023, Singapore.
- RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation [bibtex]
Gabriele Sarti, Phu Mon Htut, Xing Niu, Benjamin Hsu, Anna Currey, Georgiana Dinu, and Maria Nadejde
In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023), short paper, July 9, 2023, Toronto, Canada.
- Pseudo-Label Training and Model Inertia in Neural Machine Translation [bibtex]
Benjamin Hsu, Anna Currey, Xing Niu, Maria Nadejde, and Georgiana Dinu
In Proceedings of the Eleventh International Conference on Learning Representations (ICLR 2023), May 1, 2023, Kigali, Rwanda.
- MT-GenEval: A Counterfactual and Contextual Dataset for Evaluating Gender Accuracy in Machine Translation
[bibtex] [data]
Anna Currey, Maria Nădejde, Raghavendra Pappagari, Mia Mayer, Stanislas Lauly, Xing Niu, Benjamin Hsu, and Georgiana Dinu
In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), December 7, 2022, Abu Dhabi, UAE.
- Sockeye 3: Fast Neural Machine Translation with PyTorch [bibtex]
Felix Hieber, Michael Denkowski, Tobias Domhan, Barbara Darques Barros, Celina Dong Ye, Xing Niu, Cuong Hoang, Ke Tran, Benjamin Hsu, Maria Nadejde, Surafel Lakew, Prashant Mathur, Anna Currey, and Marcello Federico
In arXiv.
- CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality [bibtex] [data]
Maria Nădejde, Anna Currey, Benjamin Hsu, Xing Niu, Marcello Federico, and Georgiana Dinu
In Findings of the Association for Computational Linguistics: NAACL 2022, July 11, 2022, Seattle, USA.
- Faithful Target Attribute Prediction in Neural Machine Translation [bibtex] [data]
Xing Niu, Georgiana Dinu, Prashant Mathur, and Anna Currey
In arXiv, withdrawn from Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021.
- Dual Reconstruction: a Unifying Objective for Semi-Supervised Neural Machine Translation [bibtex]
Weijia Xu, Xing Niu, and Marine Carpuat
In Findings of the Association for Computational Linguistics: EMNLP 2020.
- The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020 [bibtex]
Tobias Domhan, Michael Denkowski, David Vilar, Xing Niu, Felix Hieber, and Kenneth Heafield
In Proceedings of the 14th Biennial Conference of the Association for Machine Translation in the Americas (AMTA 2020), October 6, 2020, virtual.
- Evaluating Robustness to Input Perturbations for Neural Machine Translation [bibtex] [slides]
Xing Niu, Prashant Mathur, Georgiana Dinu, and Yaser Al-Onaizan
In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020), short paper, July 6, 2020, virtual.
- Controlling Neural Machine Translation Formality with Synthetic Supervision [bibtex] [poster] [code]
Xing Niu and Marine Carpuat
In Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), February 7, 2020, New York, USA.
- Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation
[bibtex] [poster] [code]
Xing Niu, Weijia Xu, and Marine Carpuat
In Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 2019), short paper, June 2, 2019, Minneapolis, USA.
- Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation [bibtex]
Weijia Xu, Xing Niu, and Marine Carpuat
In Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 2019), short paper, June 2, 2019, Minneapolis, USA.
- Multi-Task Neural Models for Translating Between Styles Within and Across Languages [bibtex] [poster] [code]
Xing Niu, Sudha Rao, and Marine Carpuat
In Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018), August 20, 2018, Santa Fe, USA.
- Bi-Directional Neural Machine Translation with Synthetic Parallel Data [bibtex] [poster]
Xing Niu, Michael Denkowski, and Marine Carpuat
In Proceedings of the 2nd Workshop on Neural Machine Translation and Generation (WNMT 2018) at ACL 2018, July 20, 2018, Melbourne, Australia.
- Identifying Semantic Divergences in Parallel Text without Annotations [bibtex]
Yogarshi Vyas, Xing Niu, and Marine Carpuat
In Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 2018), June 1, 2018, New Orleans, USA.
- A Study of Style in Machine Translation: Controlling the Formality of Machine Translation Output
[bibtex] [slides] [code]
Xing Niu, Marianna Martindale, and Marine Carpuat
In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP 2017), short paper, September 11, 2017, Copenhagen, Denmark.
- Detecting Cross-Lingual Semantic Divergence for Neural Machine Translation [bibtex]
Marine Carpuat, Yogarshi Vyas, and Xing Niu
In Proceedings of the First Workshop on Neural Machine Translation and Generation (WNMT 2017) at ACL 2017, August 4, 2017, Vancouver, Canada.
- The UMD Machine Translation Systems at IWSLT 2016: English-to-French Translation of Speech Transcripts
Xing Niu and Marine Carpuat
In Proceedings of the 13th International Workshop on Spoken Language Translation (IWSLT 2016), December 8, 2016, Seattle, USA.
- The UMD Machine Translation Systems at IWSLT 2015
Amittai Axelrod, Ahmed Elgohary, Marianna Martindale, Khanh Nguyen, Xing Niu, Yogarshi Vyas, and Marine Carpuat
In Proceedings of the 12th International Workshop on Spoken Language Translation (IWSLT 2015), December 3, 2015, Da Nang, Vietnam.
Embeddings and Retrieval
- Effective Post-Training Embedding Compression via Temperature Control in Contrastive Training
Georgiana Dinu, Corey D Barrett, Yi Xiang, Miguel Romero Calvo, Anna Currey, Xing Niu
To appear in Proceedings of the Thirteenth International Conference on Learning Representations (ICLR 2025).
- Mining the Temporal Statistics of Query Terms for Searching Social Media Posts [bibtex]
Jinfeng Rao, Ferhan Ture, Xing Niu, and Jimmy Lin
In Proceedings of the 3rd ACM International Conference on the Theory of Information Retrieval (ICTIR 2017), October 3, 2017, Amsterdam, Netherlands.
- Discovering Stylistic Variations in Distributional Vector Space Models via Lexical Paraphrases
[bibtex] [slides] [code]
Xing Niu and Marine Carpuat
In Proceedings of the Workshop on Stylistic Variation at EMNLP 2017, September 8, 2017, Copenhagen, Denmark.
- Compressing and Decoding Term Statistics Time Series [bibtex]
Jinfeng Rao, Xing Niu, and Jimmy Lin
In Proceedings of the 38st European Conference on Information Retrieval (ECIR 2016), short paper, March 20, 2016, Padua, Italy.
- The Unreasonable Effectiveness of Word Embeddings for Social Media Text Processing
Xing Niu, Marine Carpuat, and Jimmy Lin
Poster of the Mid-Atlantic Student Colloquium on Speech, Language and Learning 2016 (MASC-SLL 2016), April 1, 2016, Philadelphia, USA.
Semantic Web/Knowledge Graph
- Knowledge Graph Construction from Multiple Online Encyclopedias [pdf]
Tianxing Wu, Haofen Wang, Cheng Li, Guilin Qi, Xing Niu, Meng Wang, Lin Li, and Chaomin Shi
World Wide Web: Internet and Web Information Systems, 2019
- An Effective Rule Miner for Instance Matching in a Web of Data [bibtex] [slides]
Xing Niu, Shu Rong, Haofen Wang, and Yong Yu
In Proceedings of the 21st ACM International Conference on Information and Knowledge Management (CIKM 2012), October 29, 2012, Maui, USA.
- A Machine Learning Approach for Instance Matching Based on Similarity Metrics [bibtex]
Shu Rong, Xing Niu, Evan Wei Xiang, Haofen Wang, Qiang Yang, and Yong Yu
In Proceedings of the 11th International Semantic Web Conference (ISWC 2012), November 11, 2012, Boston, USA.
- Zhishi.me - Weaving Chinese Linking Open Data [bibtex]
Xing Niu, Xinruo Sun, Haofen Wang, Shu Rong, Guilin Qi, and Yong Yu
In Proceedings of the 10th International Semantic Web Conference (ISWC 2011), Semantic Web In-Use track, October 23, 2011, Bonn, Germany.
- Zhishi.links results for OAEI 2011 [bibtex]
Xing Niu, Shu Rong, Yunlong Zhang, and Haofen Wang
In Proceedings of the 6th International Workshop on Ontology Matching (OM 2011) at ISWC 2011, October 23, 2011, Bonn, Germany.
- Evaluating the Stability and Credibility of Ontology Matching Methods [bibtex]
Xing Niu, Haofen Wang, Gang Wu, Guilin Qi, and Yong Yu
In Proceedings of the 8th Extended Semantic Web Conference (ESWC 2011), May 29, 2011, Heraklion, Greece.
- SocialWall: Make Your Semantic Government-related Poster on iPad
Haofen Wang, Xinruo Sun, Xing Niu, Lin Zhou, Zhongyang Fu, Shu Rong, and Yong Yu
Submission of Semantic Web Challenge 2010 (SWC 2010) at ISWC 2010, November 7, 2010, Shanghai, China.
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