Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation

20 September 2020

Papers citing "Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation"

42 / 42 papers shown

Title
TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking Shahriar Kabir Nahin R. N. Nandi Sagor Sarker Quazi Sarwar Muhtaseem Md. Kowsher Apu Chandraw Shill Md Ibrahim Mehadi Hasan Menon Tareq Al Muntasir Firoj Alam 68 0 0 24 Feb 2025
BeliN: A Novel Corpus for Bengali Religious News Headline Generation using Contextual Feature Fusion Md Osama Ashim Dey Kawsar Ahmed Muhammad Ashad Kabir 53 0 0 03 Jan 2025
Language verY Rare for All Ibrahim Merad Amos Wolf Ziad Mazzawi Yannick Léo 72 0 0 18 Dec 2024
Multi-ToM: Evaluating Multilingual Theory of Mind Capabilities in Large Language Models Jayanta Sadhu Ayan Antik Khan Noshin Nawal Sanju Basak Abhik Bhattacharjee Rifat Shahriyar 71 0 0 24 Nov 2024
BanglaEmbed: Efficient Sentence Embedding Models for a Low-Resource Language Using Cross-Lingual Distillation Techniques Muhammad Rafsan Kabir Md. Mohibur Rahman Nabil Mohammad Ashrafuzzaman Khan 64 0 0 22 Nov 2024
The Zeno's Paradox of `Low-Resource' Languages H. Nigatu A. Tonja Benjamin Rosman Thamar Solorio Monojit Choudhury 135 5 0 28 Oct 2024
Better to Ask in English: Evaluation of Large Language Models on English, Low-resource and Cross-Lingual Settings Krishno Dey Prerona Tarannum Md. Arid Hasan Imran Razzak Usman Naseem 35 3 0 17 Oct 2024
ChakmaNMT: A Low-resource Machine Translation On Chakma Language Aunabil Chakma Aditya Chakma Soham Khisa Chumui Tripura Masum Hasan Rifat Shahriyar 16 0 0 14 Oct 2024
Table Question Answering for Low-resourced Indic Languages Vaishali Pal Evangelos Kanoulas Andrew Yates Maarten de Rijke LMTD 31 0 0 04 Oct 2024
A Data Selection Approach for Enhancing Low Resource Machine Translation Using Cross-Lingual Sentence Representations Nidhi Kowtal Tejas Deshpande Raviraj Joshi 15 1 0 04 Sep 2024
An Empirical Study of Gendered Stereotypes in Emotional Attributes for Bangla in Multilingual Large Language Models Jayanta Sadhu Maneesha Rani Saha Rifat Shahriyar 34 0 0 08 Jul 2024
Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMs Tamzeed Mahfuz Satak Kumar Dey Ruwad Naswan Hasnaen Adil Khondker Salman Sayeed Haz Sameen Shahgir 33 0 0 29 Jun 2024
An Empirical Study on the Characteristics of Bias upon Context Length Variation for Bangla Jayanta Sadhu Ayan Antik Khan Abhik Bhattacharjee Rifat Shahriyar 30 2 0 25 Jun 2024
Synthetic Data Generation and Joint Learning for Robust Code-Mixed Translation Kamal Kumar Yinhan Liu Parth Patwa Tanmoy Mihir Adam Roberts 19 1 0 25 Mar 2024
Explainable Multimodal Sentiment Analysis on Bengali Memes Kazi Toufique Elahi Tasnuva Binte Rahman Shakil Shahriar Samir Sarker Sajib Kumar Saha Joy Faisal Muhammad Shah 25 1 0 20 Dec 2023
Hate Speech and Offensive Content Detection in Indo-Aryan Languages: A Battle of LSTM and Transformers Nikhil Narayan Mrutyunjay Biswal Pramod Goyal Abhranta Panigrahi VLM 14 3 0 09 Dec 2023
Vashantor: A Large-scale Multilingual Benchmark Dataset for Automated Translation of Bangla Regional Dialects to Bangla Language Fatema Tuj Johora Faria Mukaffi Bin Moin Ahmed Al Wase Mehidi Ahmmed Md. Rabius Sani Tashreef Muhammad 22 5 0 18 Nov 2023
BanglaBait: Semi-Supervised Adversarial Approach for Clickbait Detection on Bangla Clickbait Dataset Motahar Mahtab Monirul Haque Mehedi Hasan Farig Sadeque 11 1 0 10 Nov 2023
RSM-NLP at BLP-2023 Task 2: Bangla Sentiment Analysis using Weighted and Majority Voted Fine-Tuned Transformers Pratinav Seth Rashi Goel Komal Mathur Swetha Vemulapalli 18 1 0 22 Oct 2023
Bengali Fake Reviews: A Benchmark Dataset and Detection System G. M. Shahariar Rouf Shawon F. Shah Mohammad Shafiul Alam Md. Shahriar Mahbub 25 4 0 03 Aug 2023
Model Adaptation for ASR in low-resource Indian Languages Abhayjeet Singh Arjun Singh Mehta S. AshishKhuraishiK. G. Deekshitha Gauri Date ... Priyanka Pai Raoul Nanavati Rohan Saxena Sai Praneeth Reddy Mora Srinivasa Raghavan 19 9 0 16 Jul 2023
Tackling Fake News in Bengali: Unraveling the Impact of Summarization vs. Augmentation on Pre-trained Language Models Arman Sakif Chowdhury G. M. Shahariar Ahammed Tarik Aziz Syed Mohibul Alam Md. Azad Sheikh Tanveer Ahmed Belal 11 0 0 13 Jul 2023
Vacaspati: A Diverse Corpus of Bangla Literature Pramit Bhattacharyya Joydeep Mondal S. Maji Arnab Bhattacharya 37 5 0 11 Jul 2023
CODET: A Benchmark for Contrastive Dialectal Evaluation of Machine Translation Md Mahfuz Ibn Alam Sina Ahmadi Antonios Anastasopoulos 23 6 0 26 May 2023
On Evaluation of Bangla Word Analogies Mousumi Akter Souvik Sarkar S. Karmaker 14 3 0 10 Apr 2023
Bengali Fake Review Detection using Semi-supervised Generative Adversarial Networks Md. Tanvir Rouf Shawon G. M. Shahariar F. Shah Mohammad Shafiul Alam Md. Shahriar Mahbub 20 4 0 05 Apr 2023
BanglaCoNER: Towards Robust Bangla Complex Named Entity Recognition Haz Sameen Shahgir Ramisa Alam Md Zarif Ul Alam 9 2 0 16 Mar 2023
JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset Ruth-Ann Armstrong John Hewitt Christopher D. Manning 30 14 0 07 Dec 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages Idris Abdulmumin Michael Beukman Jesujoba Oluwadara Alabi Chris C. Emezue Everlyn Asiko ... Shamsuddeen Hassan Muhammad Mofetoluwa Adeyemi Oreen Yousuf Sahib Singh T. Gwadabe 34 6 0 19 Oct 2022
BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset Ajwad Akil Najrin Sultana Abhik Bhattacharjee Rifat Shahriyar 32 15 0 11 Oct 2022
BAN-Cap: A Multi-Purpose English-Bangla Image Descriptions Dataset Mohammad Faiyaz Khan S. M. S. Shifath Md. Saiful Islam 16 6 0 28 May 2022
BanglaNLG and BanglaT5: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Bangla Abhik Bhattacharjee Tahmid Hasan Wasi Uddin Ahmad Rifat Shahriyar AIMat LM&MA 39 28 0 23 May 2022
TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla Nazia Tasnim Md. Istiak Hossain Shihab Asif Sushmit Steven Bethard Farig Sadeque 24 1 0 21 Apr 2022
Recent Advances in Neural Text Generation: A Task-Agnostic Survey Chen Tang Frank Guerin Chenghua Lin AI4CE OOD 28 19 0 06 Mar 2022
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 31 148 0 01 Sep 2021
A Review of Bangla Natural Language Processing Tasks and the Utility of Transformer Models Firoj Alam Md. Arid Hasan Tanvirul Alam A. Khan Janntatul Tajrin Naira Khan Shammur A. Chowdhury LM&MA 22 23 0 08 Jul 2021
Don't Rule Out Monolingual Speakers: A Method For Crowdsourcing Machine Translation Data Rajat Bhatnagar Ananya Ganesh Katharina Kann 13 2 0 12 Jun 2021
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages Gowtham Ramesh Sumanth Doddapaneni Aravinth Bheemaraj Mayank Jobanputra AK Raghavan ... K. Deepak Vivek Raghavan Anoop Kunchukuttan Pratyush Kumar Mitesh Khapra LRM 37 229 0 12 Apr 2021
BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla Abhik Bhattacharjee Tahmid Hasan Wasi Uddin Ahmad Kazi Samin Mubasshir Md. Saiful Islam Anindya Iqbal M. Rahman Rifat Shahriyar SSL VLM 25 166 0 01 Jan 2021
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,208 0 12 Jun 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 262 1,896 0 10 Jan 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016