📰 LoResMT 2024 — accepted papers

LoResMT 2024 is the 2024 edition of the Workshop on Technologies for Machine Translation of Low-Resource Languages (LoResMT), held in Bangkok, Thailand, August 2024 (publisher: Association for Computational Linguistics). The ACL Anthology lists 20 papers of it; our library holds 3 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Bangkok, Thailand · 🗓 August 2024

Most cited papers

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

1. Linguistically Informed Transformers for Text to American Sign Language Translation ↗Abhishek Bharadwaj Varanasi, Manjira Sinha, Tirthankar Dasgupta et al.8 citations
2. Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case Study ↗Aniruddha Roy, Pretam Ray, Ayush Maheshwari et al.7 citations
3. Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models ↗Gyutae Park, Seojin Hwang, Hwanhee Lee5 citations
4. Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages ↗Zhuoyuan Mao, Yen Yu5 citations
5. Learning-From-Mistakes Prompting for Indigenous Language Translation ↗You Cheng Liao, Chen-Jui Yu, Chi-Yi Lin et al.4 citations
6. Rule-Based, Neural and LLM Back-Translation: Comparative Insights from a Variant of Ladin ↗Samuel Frontull, Georg Moser4 citations
7. Benchmarking Low-Resource Machine Translation Systems ↗Ana Alexandra Morim da Silva, Nikit Srivastava, Tatiana Moteu Ngoli et al.3 citations
8. Challenges in Urdu Machine Translation ↗Abdul Basit, Abdul Hameed Azeemi, Agha Ali Raza3 citations
9. Finetuning End-to-End Models for Estonian Conversational Spoken Language Translation ↗Tiia Sildam, Andra Velve, Tanel Alumäe2 citations
10. KpopMT: Translation Dataset with Terminology for Kpop Fandom ↗JiWoo Kim, Yunsu Kim, JinYeong Bak2 citations

All accepted papers (20)

The most cited first; 3 with our summary link to their page here, the others to the original.

1. Linguistically Informed Transformers for Text to American Sign Language Translation ↗Abhishek Bharadwaj Varanasi, Manjira Sinha, Tirthankar Dasgupta et al.8 citations
2. Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case Study ↗Aniruddha Roy, Pretam Ray, Ayush Maheshwari et al.7 citations
3. Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models ↗Gyutae Park, Seojin Hwang, Hwanhee Lee5 citations
4. Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages ↗Zhuoyuan Mao, Yen Yu5 citations
5. Learning-From-Mistakes Prompting for Indigenous Language Translation ↗You Cheng Liao, Chen-Jui Yu, Chi-Yi Lin et al.4 citations
6. Rule-Based, Neural and LLM Back-Translation: Comparative Insights from a Variant of Ladin ↗Samuel Frontull, Georg Moser4 citations
7. Benchmarking Low-Resource Machine Translation Systems ↗Ana Alexandra Morim da Silva, Nikit Srivastava, Tatiana Moteu Ngoli et al.3 citations
8. Challenges in Urdu Machine Translation ↗Abdul Basit, Abdul Hameed Azeemi, Agha Ali Raza3 citations
9. Finetuning End-to-End Models for Estonian Conversational Spoken Language Translation ↗Tiia Sildam, Andra Velve, Tanel Alumäe2 citations
10. KpopMT: Translation Dataset with Terminology for Kpop Fandom ↗JiWoo Kim, Yunsu Kim, JinYeong Bak2 citations
11. AGE: Amharic, Ge'ez and English Parallel DatasetHenok Biadglign Ademtew, Mikiyas Girma Birbo1 citation · our summary
12. Enhancing Turkish Word Segmentation: A Focus on Borrowed Words and Invalid Morpheme ↗Soheila Behrooznia, Ebrahim Ansari, Zdenek Zabokrtsky1 citation
13. Irish-based Large Language Model with Extreme Low-Resource Settings in Machine Translation ↗Khanh-Tung Tran, Barry O'Sullivan, Hoang Nguyen1 citation
14. Leveraging Mandarin as a Pivot Language for Low-Resource Machine Translation between Cantonese and English ↗King Yiu Suen, Rudolf Chow, Albert Y.S. Lam1 citation
15. Rosetta Balcanica: Deriving a “Gold Standard” Neural Machine Translation (NMT) Parallel Dataset from High-Fidelity Resources for Western Balkan Languages ↗Edmon Begoli, Maria Mahbub, Sudarshan Srinivasan1 citation
16. Super donors and super recipients: Studying cross-lingual transfer between high-resource and low-resource languages ↗Vitaly Protasov, Elisei Stakovskii, Ekaterina Voloshina et al.1 citation
17. Adopting Ensemble Learning for Cross-lingual Classification of Crisis-related Text On Social Media ↗Shareefa Al Amer, Mark Lee, Phillip Smith
18. HeSum: a Novel Dataset for Abstractive Text Summarization in HebrewItai Mondshine, Tzuf Paz-Argaman, Asaf Achi Mordechai et al.our summary
19. Machine Translation Through Cultural Texts: Can Verses and Prose Help Low-Resource Indigenous Models? ↗Antoine Cadotte, Nathalie André, Fatiha Sadat
20. Tokenisation in Machine Translation Does Matter: The impact of different tokenisation approaches for MalteseKurt Abela, Kurt Micallef, Marc Tanti et al.our summary

📄 Papers with our summary in our library (3)

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

1. AGE: Amharic, Ge'ez and English Parallel DatasetWorkshop on Technologies for Machine Translation of Low-Resource Languages (LoResMT)Henok Biadglign Ademtew, Mikiyas Girma Birbo2024 · 4 citations
2. Tokenisation in Machine Translation Does Matter: The impact of different tokenisation approaches for MalteseWorkshop on Technologies for Machine Translation of Low-Resource Languages (LoResMT)Kurt Abela, Kurt Micallef, Marc Tanti, et al.2024 · 1 citation
3. HeSum: a Novel Dataset for Abstractive Text Summarization in HebrewItai Mondshine, Tzuf Paz-Argaman, Asaf Achi Mordechai, et al.2024

🧭 Top topics

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

Semitic languages (3)🔁Machine translation (2)📝Summarization (1)🕎Hebrew & Aramaic (1)✂️Tokenization & segmentation (1)English (1)Modern Hebrew (1)

📚 Fields

🎭Arts and Humanities (3)🖥️Computer Science (3)

🧑‍🔬 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.

🎓Bar-Ilan UniversityRamat Gan · Israel1 work here🎓Maharishi International UniversityFairfield · United States1 work here🎓University of MaltaMsida · Malta1 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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