📰 IWSLT 2023 — accepted papers

IWSLT 2023 is the 2023 edition of the International Conference on Spoken Language Translation (IWSLT), held in Toronto, Canada (in-person and online), July 2023 (publisher: Association for Computational Linguistics). The ACL Anthology lists 48 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

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

All accepted papers (48)

The most cited first; 2 with our summary link to their page here, the others to the original.

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

See all 48 papers in IWSLT 2023 — accepted papers →

📄 Papers with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGNInternational Conference on Spoken Language Translation (IWSLT)Milind Agarwal, Sweta Agrawal, Antonios Anastasopoulos, et al.2023 · 152 citations
2. UM-DFKI Maltese Speech TranslationInternational Conference on Spoken Language Translation (IWSLT)Aiden Williams, Kurt Abela, Rishu Kumar, et al.2023 · 11 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🎙️Speech & spoken language (2)📏Evaluation & benchmarks (1)Semitic languages (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of MaltaMsida · Malta2 works here🎓Universitat Pompeu FabraBarcelona · Spain1 work here🎓Ollscoil na Gaillimhe – University of GalwayGalway · Ireland1 work here🎓Charles UniversityPrague · Czechia1 work here🔬German Research Centre for Artificial IntelligenceKaiserslautern · Germany1 work here🔬Idiap Research InstituteMartigny-Combe · Switzerland1 work here🎓Nara Institute of Science and TechnologyIkoma · Japan1 work here🎓Ludwig-Maximilians-Universität MünchenMunich · Germany1 work here🎓University of EdinburghEdinburgh · United Kingdom1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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