📰 IWSLT 2023: all accepted papers

48 papers · the most cited first · ← IWSLT 2023

1. FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGNMilind Agarwal, Sweta Agrawal, Antonios Anastasopoulos et al.57 citations · our summary
2. Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling ↗Itai Gat, Felix Kreuk, Tu Anh Nguyen et al.6 citations
3. HW-TSC at IWSLT2023: Break the Quality Ceiling of Offline Track via Pre-Training and Domain Adaptation ↗Zongyao Li, Zhanglin Wu, Zhiqiang Rao et al.6 citations
4. CMU's IWSLT 2023 Simultaneous Speech Translation System ↗Brian Yan, Jiatong Shi, Soumi Maiti et al.5 citations
5. NAVER LABS Europe's Multilingual Speech Translation Systems for the IWSLT 2023 Low-Resource Track ↗Edward Gow-Smith, Alexandre Berard, Marcely Zanon Boito et al.5 citations
6. Towards Efficient Simultaneous Speech Translation: CUNI-KIT System for Simultaneous Track at IWSLT 2023 ↗Peter Polák, Danni Liu, Ngoc-Quan Pham et al.5 citations
7. DePA: Improving Non-autoregressive Translation with Dependency-Aware Decoder ↗Jiaao Zhan, Qian Chen, Boxing Chen et al.4 citations
8. Improving Formality-Sensitive Machine Translation Using Data-Centric Approaches and Prompt Engineering ↗Seungjun Lee, Hyeonseok Moon, Chanjun Park et al.4 citations
9. Direct Models for Simultaneous Translation and Automatic Subtitling: FBK@IWSLT2023 ↗Sara Papi, Marco Gaido, Matteo Negri3 citations
10. Evaluating Multilingual Speech Translation under Realistic Conditions with Resegmentation and Terminology ↗Elizabeth Salesky, Kareem Darwish, Mohamed Al-Badrashiny et al.3 citations
11. Improving Neural Machine Translation Formality Control with Domain Adaptation and Reranking-based Transductive Learning ↗Zhanglin Wu, Zongyao Li, Daimeng Wei et al.3 citations
12. KIT's Multilingual Speech Translation System for IWSLT 2023 ↗Danni Liu, Thai Binh Nguyen, Sai Koneru et al.3 citations
13. MT Metrics Correlate with Human Ratings of Simultaneous Speech Translation ↗Dominik Macháček, Ondřej Bojar, Raj Dabre3 citations
14. NAIST Simultaneous Speech-to-speech Translation System for IWSLT 2023 ↗Ryo Fukuda, Yuta Nishikawa, Yasumasa Kano et al.3 citations
15. ON-TRAC Consortium Systems for the IWSLT 2023 Dialectal and Low-resource Speech Translation Tasks ↗Antoine Laurent, Souhir Gahbiche, Ha Nguyen et al.3 citations
16. Submission of USTC's System for the IWSLT 2023 - Offline Speech Translation Track ↗Xinyuan Zhou, Jianwei Cui, Zhongyi Ye et al.3 citations
17. Tagged End-to-End Simultaneous Speech Translation Training Using Simultaneous Interpretation Data ↗Yuka Ko, Ryo Fukuda, Yuta Nishikawa et al.3 citations
18. The HW-TSC's Simultaneous Speech-to-Text Translation System for IWSLT 2023 Evaluation ↗Jiaxin Guo, Daimeng Wei, Zhanglin Wu et al.3 citations
19. The USTC's Dialect Speech Translation System for IWSLT 2023 ↗Pan Deng, Shihao Chen, Weitai Zhang et al.3 citations
20. UM-DFKI Maltese Speech TranslationAiden Williams, Kurt Abela, Rishu Kumar et al.3 citations · our summary
21. BUT Systems for IWSLT 2023 Marathi - Hindi Low Resource Speech Translation Task ↗Santosh Kesiraju, Karel Beneš, Maksim Tikhonov et al.2 citations
22. GMU Systems for the IWSLT 2023 Dialect and Low-resource Speech Translation Tasks ↗Jonathan Mbuya, Antonios Anastasopoulos2 citations
23. Improving Low Resource Speech Translation with Data Augmentation and Ensemble Strategies ↗Akshaya Vishnu Kudlu Shanbhogue, Ran Xue, Soumya Saha et al.2 citations
24. JHU IWSLT 2023 Multilingual Speech Translation System Description ↗Henry Li Xinyuan, Neha Verma, Bismarck Bamfo Odoom et al.2 citations
25. Length-Aware NMT and Adaptive Duration for Automatic Dubbing ↗Zhiqiang Rao, Hengchao Shang, Jinlong Yang et al.2 citations
26. Low-Resource Formality Controlled NMT Using Pre-trained LM ↗Priyesh Vakharia, Shree Vignesh S, Pranjali Basmatkar2 citations
27. Matesub: The Translated Subtitling Tool at the IWSLT2023 Subtitling Task ↗Simone Perone2 citations
28. NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2023 ↗Oleksii Hrinchuk, Vladimir Bataev, Evelina Bakhturina et al.2 citations
29. On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss ↗Yihong Liu, Alexandra Chronopoulou, Hinrich Schütze et al.2 citations
30. QUESPA Submission for the IWSLT 2023 Dialect and Low-resource Speech Translation Tasks ↗John E. Ortega, Rodolfo Zevallos, William Chen2 citations
31. SRI-B's Systems for IWSLT 2023 Dialectal and Low-resource Track: Marathi-Hindi Speech Translation ↗Balaji Radhakrishnan, Saurabh Agrawal, Raj Prakash Gohil et al.2 citations
32. Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23 ↗Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa et al.2 citations
33. The Kyoto Speech-to-Speech Translation System for IWSLT 2023 ↗Zhengdong Yang, Shuichiro Shimizu, Wangjin Zhou et al.2 citations
34. The MineTrans Systems for IWSLT 2023 Offline Speech Translation and Speech-to-Speech Translation Tasks ↗Yichao Du, Guo Zhengsheng, Jinchuan Tian et al.2 citations
35. The NPU-MSXF Speech-to-Speech Translation System for IWSLT 2023 Speech-to-Speech Translation Task ↗Kun Song, Yi Lei, Peikun Chen et al.2 citations
36. The Xiaomi AI Lab's Speech Translation Systems for IWSLT 2023 Offline Task, Simultaneous Task and Speech-to-Speech Task ↗Wuwei Huang, Mengge Liu, Xiang Li et al.2 citations
37. BIT's System for Multilingual Track ↗Zhipeng Wang, Yuhang Guo, Shuoying Chen1 citation
38. I2R's End-to-End Speech Translation System for IWSLT 2023 Offline Shared Task ↗Muhammad Huzaifah, Kye Min Tan, Richeng Duan1 citation
39. JHU IWSLT 2023 Dialect Speech Translation System Description ↗Amir Hussein, Cihan Xiao, Neha Verma et al.1 citation
40. The BIGAI Offline Speech Translation Systems for IWSLT 2023 Evaluation ↗Zhihang Xie1 citation
41. The HW-TSC's Simultaneous Speech-to-Speech Translation System for IWSLT 2023 Evaluation ↗Hengchao Shang, Zhiqiang Rao, Zongyao Li et al.1 citation
42. The HW-TSC's Speech-to-Speech Translation System for IWSLT 2023 ↗Minghan Wang, Yinglu Li, Jiaxin Guo et al.1 citation
43. The NiuTrans End-to-End Speech Translation System for IWSLT23 English-to-Chinese Offline Task ↗Yuchen Han, Xiaoqian Liu, Hao Chen et al.1 citation
44. Enhancing Video Translation Context with Object Labels ↗Jeremy Gwinnup, Tim Anderson, Brian Ore et al.
45. Improving End-to-End Speech Translation by Imitation-Based Knowledge Distillation with Synthetic Transcripts ↗Rebekka Hubert, Artem Sokolov, Stefan Riezler
46. Language Model Based Target Token Importance Rescaling for Simultaneous Neural Machine Translation ↗Aditi Jain, Nishant Kambhatla, Anoop Sarkar
47. Learning Nearest Neighbour Informed Latent Word Embeddings to Improve Zero-Shot Machine Translation ↗Nishant Kambhatla, Logan Born, Anoop Sarkar
48. Speech Translation with Style: AppTek's Submissions to the IWSLT Subtitling and Formality Tracks in 2023 ↗Parnia Bahar, Patrick Wilken, Javier Iranzo-Sánchez et al.

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