Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025)

Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor 2025-12 Association for Computational Linguistics Mumbai, India text conference publication 979-8-89176-314-2 banglalp-ws-2025-1 10.18653/v1/2025.banglalp-1.0 https://aclanthology.org/2025.banglalp-1.0/ Byte Pair Encoding Is All You Need For Automatic Bengali Speech Recognition Ahnaf Mozib Samin author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 samin-2025-byte 10.18653/v1/2025.banglalp-1.1 https://aclanthology.org/2025.banglalp-1.1/ 2025-12 1 7 GRASP-ChoQ: Knowledge Graph-Based Retrieval Augmentation for Stance Detection in Political Texts with Chain-of-Questions Reasoning Rasel Mahmud author Md. Abdur Rakib Mollah author Aninda Kumar Sharma author Omar Faruq Osama author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 mahmud-etal-2025-grasp 10.18653/v1/2025.banglalp-1.2 https://aclanthology.org/2025.banglalp-1.2/ 2025-12 8 30 Reveal-Bangla: A Dataset for Cross-Lingual Multi-Step Reasoning Evaluation Khondoker Ittehadul Islam author Gabriele Sarti author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 islam-sarti-2025-reveal 10.18653/v1/2025.banglalp-1.3 https://aclanthology.org/2025.banglalp-1.3/ 2025-12 31 43 BanglaTalk: Towards Real-Time Speech Assistance for Bengali Regional Dialects Jakir Hasan author Shubhashis Roy Dipta author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 hasan-roy-dipta-2025-banglatalk 10.18653/v1/2025.banglalp-1.4 https://aclanthology.org/2025.banglalp-1.4/ 2025-12 44 60 Read Between the Lines: A Benchmark for Uncovering Political Bias in Bangla News Articles Nusrat Jahan Lia author Shubhashis Roy Dipta author Abdullah Khan Zehady author Naymul Islam author Madhusodan Chakraborty author Abdullah Al Wasif author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 lia-etal-2025-read 10.18653/v1/2025.banglalp-1.5 https://aclanthology.org/2025.banglalp-1.5/ 2025-12 61 79 BiCap: Bangla Image Captioning Using Attention-based Encoder-Decoder Architecture Md Aminul Kader Bulbul author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 bulbul-2025-bicap 10.18653/v1/2025.banglalp-1.6 https://aclanthology.org/2025.banglalp-1.6/ 2025-12 80 90 Zero-Shot Multi-Label Classification of Bangla Documents: Large Decoders Vs. Classic Encoders Souvika Sarkar author Md Najib Hasan author Santu Karmaker author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 sarkar-etal-2025-zero 10.18653/v1/2025.banglalp-1.7 https://aclanthology.org/2025.banglalp-1.7/ 2025-12 91 106 A Hybrid Transformer–Sequential Model for Depression Detection in Bangla–English Code-Mixed Text Md Siddikul Imam Kawser author Jidan Al Abrar author Mehebub Bin Kabir author Md. Rayhan Chowdhury author Md Ataullah Bahari author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 kawser-etal-2025-hybrid 10.18653/v1/2025.banglalp-1.8 https://aclanthology.org/2025.banglalp-1.8/ 2025-12 107 112 BhasaBodh: Bridging Bangla Dialects and Romanized Forms through Machine Translation Md. Tofael Ahmed Bhuiyan author Md. Abdur Rahman author Abdul Kadar Muhammad Masum author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 bhuiyan-etal-2025-bhasabodh 10.18653/v1/2025.banglalp-1.9 https://aclanthology.org/2025.banglalp-1.9/ 2025-12 113 118 CheckSent-BN: A Bengali Multi-Task Dataset for Claim Checkworthiness and Sentiment Classification from News Headlines Pritam Pal author Dipankar Das author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 pal-das-2025-checksent 10.18653/v1/2025.banglalp-1.10 https://aclanthology.org/2025.banglalp-1.10/ 2025-12 119 130 Advancing Subjectivity Detection in Bengali News Articles Using Transformer Models with POS-Aware Features Md Minhazul Kabir author Kawsar Ahmed author Mohammad Ashfak Habib author Mohammed Moshiul Hoque author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 kabir-etal-2025-advancing 10.18653/v1/2025.banglalp-1.11 https://aclanthology.org/2025.banglalp-1.11/ 2025-12 131 141 Gen-mABSA-T5: A Multilingual Zero-Shot Generative Framework for Aspect-Based Sentiment Analysis Shabrina Akter Shahana author Nuzhat Nairy Afrin author Md Musfique Anwar author Israt Jahan author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 shahana-etal-2025-gen 10.18653/v1/2025.banglalp-1.12 https://aclanthology.org/2025.banglalp-1.12/ 2025-12 142 150 A Comprehensive Text Optimization Approach to Bangla Summarization Irtifa Haider author Shanjida Alam author Md. Tazel Hossan author Md. Musfique Anwar author Tanjim Taharat Aurpa author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 haider-alam-2025-comprehensive 10.18653/v1/2025.banglalp-1.13 https://aclanthology.org/2025.banglalp-1.13/ 2025-12 151 160 BLUCK: A Benchmark Dataset for Bengali Linguistic Understanding and Cultural Knowledge Daeen Kabir author Minhajur Rahman Chowdhury Mahim author Sheikh Shafayat author Adnan Sadik author Arian Ahmed author Eunsu Kim author Alice Oh author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 kabir-etal-2025-bluck 10.18653/v1/2025.banglalp-1.14 https://aclanthology.org/2025.banglalp-1.14/ 2025-12 161 179 BanHateME : Understanding Hate in Bangla Memes thorough Detection, Categorization, and Target Profiling Md Ayon Mia author Md Fahim author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 mia-fahim-2025-banhateme 10.18653/v1/2025.banglalp-1.15 https://aclanthology.org/2025.banglalp-1.15/ 2025-12 180 195 P6Jiggasha: Benchmarking Large Language Models on Bangla Physics Question Answering with Cross-lingual Evaluation S.m. Shahriar author Md Tahmid Hasan Fuad author Md Fahim author Md. Azad Hossain author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 shahriar-etal-2025-p6jiggasha 10.18653/v1/2025.banglalp-1.16 https://aclanthology.org/2025.banglalp-1.16/ 2025-12 196 211 LP-FT-LoRA: A Three-Stage PEFT Framework for Efficient Domain Adaptation in Bangla NLP Tasks Tasnimul Hossain Tomal author Anam Borhan Uddin author Intesar Tahmid author Mir Sazzat Hossain author Md Fahim author Md Farhad Alam Bhuiyan author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 tomal-etal-2025-lp 10.18653/v1/2025.banglalp-1.17 https://aclanthology.org/2025.banglalp-1.17/ 2025-12 212 222 Human–LLM Benchmarks for Bangla Dialect Translation: Sylheti and Chittagonian on the BanglaCHQ-Summ Corpus Nowshin Mahjabin author Ahmed Shafin Ruhan author Mehreen Chowdhury author Md Fahim author MD Azam Hossain author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 mahjabin-etal-2025-human 10.18653/v1/2025.banglalp-1.18 https://aclanthology.org/2025.banglalp-1.18/ 2025-12 223 236 BanHate: An Up-to-Date and Fine-Grained Bangla Hate Speech Dataset Faisal Hossain Raquib author Akm Moshiur Rahman Mazumder author Md Tahmid Hasan Fuad author Md Farhan Ishmam author Md Fahim author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 raquib-etal-2025-banhate 10.18653/v1/2025.banglalp-1.19 https://aclanthology.org/2025.banglalp-1.19/ 2025-12 237 248 BOIGENRE: A Large-Scale Bangla Dataset for Genre Classification from Book Summaries Rafi Hassan Chowdhury author Rahanuma Ryaan Ferdous author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 chowdhury-ferdous-2025-boigenre 10.18653/v1/2025.banglalp-1.20 https://aclanthology.org/2025.banglalp-1.20/ 2025-12 249 258 ChakmaBridge: A Five-Way Parallel Corpus for Navigating the Script Divide in an Endangered Language Md. Abdur Rahman author Md. Tofael Ahmed Bhuiyan author Abdul Kadar Muhammad Masum author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 rahman-etal-2025-chakmabridge 10.18653/v1/2025.banglalp-1.21 https://aclanthology.org/2025.banglalp-1.21/ 2025-12 259 265 A Comparative Analysis of Retrieval-Augmented Generation Techniques for Bengali Standard-to-Dialect Machine Translation Using LLMs K M Jubair Sami author Dipto Sumit author Ariyan Hossain author Farig Sadeque author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 sami-etal-2025-comparative 10.18653/v1/2025.banglalp-1.22 https://aclanthology.org/2025.banglalp-1.22/ 2025-12 266 279 Exploring Cross-Lingual Knowledge Transfer via Transliteration-Based MLM Fine-Tuning for Critically Low-resource Chakma Language Adity Khisa author Nusrat Jahan Lia author Tasnim Mahfuz Nafis author Zarif Masud author Tanzir Pial author Shebuti Rayana author Ahmedul Kabir author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 khisa-etal-2025-exploring 10.18653/v1/2025.banglalp-1.23 https://aclanthology.org/2025.banglalp-1.23/ 2025-12 280 291 LLMs for Low-Resource Dialect Translation Using Context-Aware Prompting: A Case Study on Sylheti Tabia Tanzin Prama author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 prama-2025-llms 10.18653/v1/2025.banglalp-1.24 https://aclanthology.org/2025.banglalp-1.24/ 2025-12 292 308 Clustering LLM-based Word Embeddings to Determine Topics from Bangla Articles Rifat Rahman author Mohammed Eunus Ali author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 rahman-ali-2025-clustering 10.18653/v1/2025.banglalp-1.25 https://aclanthology.org/2025.banglalp-1.25/ 2025-12 309 321 Benchmarking Large Language Models on Bangla Dialect Translation and Dialectal Sentiment Analysis Md Mahir Jawad author Rafid Ahmed author Ishita Sur Apan author Tasnimul Hossain Tomal author Fabiha Haider author Mir Sazzat Hossain author Md Farhad Alam Bhuiyan author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 jawad-etal-2025-benchmarking 10.18653/v1/2025.banglalp-1.26 https://aclanthology.org/2025.banglalp-1.26/ 2025-12 322 337 Robustness of LLMs to Transliteration Perturbations in Bangla Fabiha Haider author Md Farhan Ishmam author Fariha Tanjim Shifat author Md Tasmim Rahman Adib author Md Fahim author Md Farhad Alam Bhuiyan author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 haider-etal-2025-robustness 10.18653/v1/2025.banglalp-1.27 https://aclanthology.org/2025.banglalp-1.27/ 2025-12 338 346 Generative Data Augmentation for Improving Semantic Classification Shadman Rohan author Mahmud Elahi Akhter author Ibraheem Muhammad Moosa author Nabeel Mohammed author Amin Ahsan Ali author Akmmahbubur Rahman author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 rohan-etal-2025-generative 10.18653/v1/2025.banglalp-1.28 https://aclanthology.org/2025.banglalp-1.28/ 2025-12 347 356 bnContextQA: Benchmarking Long-Context Question Answering and Challenges in Bangla Adnan Ahmad author Labiba Adiba author Namirah Rasul author Md Tahmid Rahman Laskar author Sabbir Ahmed author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 ahmad-etal-2025-bncontextqa 10.18653/v1/2025.banglalp-1.29 https://aclanthology.org/2025.banglalp-1.29/ 2025-12 357 365 Form-aware Poetic Generation for Bangla Amina author Abdullah author Mueeze Al Mushabbir author Sabbir Ahmed author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 amina-etal-2025-form 10.18653/v1/2025.banglalp-1.30 https://aclanthology.org/2025.banglalp-1.30/ 2025-12 366 372 Overview of BLP-2025 Task 2: Code Generation in Bangla Nishat Raihan author Mohammad Anas Jawad author Md Mezbaur Rahman author Noshin Ulfat author Pranav Gupta author Mehrab Mustafy Rahman author Santu Karmaker author Marcos Zampieri author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 raihan-etal-2025-overview 10.18653/v1/2025.banglalp-1.31 https://aclanthology.org/2025.banglalp-1.31/ 2025-12 373 387 Overview of BLP-2025 Task 1: Bangla Hate Speech Identification Md Arid Hasan author Firoj Alam author Md Fahad Hossain author Usman Naseem author Syed Ishtiaque Ahmed author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 hasan-etal-2025-overview 10.18653/v1/2025.banglalp-1.32 https://aclanthology.org/2025.banglalp-1.32/ 2025-12 388 401 Bahash-AI at BLP-2025 Task 1: Bangla Hate Speech Detection using Data Augmentation and Pre-trained Model Sahinur Rahman Laskar author Bishwaraj Paul author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 laskar-paul-2025-bahash 10.18653/v1/2025.banglalp-1.33 https://aclanthology.org/2025.banglalp-1.33/ 2025-12 402 407 Gradient Masters at BLP-2025 Task 1: Advancing Low-Resource NLP for Bengali using Ensemble-Based Adversarial Training for Hate Speech Detection Syed Mohaiminul Hoque author Naimur Rahman author Md Sakhawat Hossain author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 hoque-etal-2025-gradient 10.18653/v1/2025.banglalp-1.34 https://aclanthology.org/2025.banglalp-1.34/ 2025-12 408 413 PromptGuard at BLP-2025 Task 1: A Few-Shot Classification Framework Using Majority Voting and Keyword Similarity for Bengali Hate Speech Detection Rakib Hossan author Shubhashis Roy Dipta author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 hossan-roy-dipta-2025-promptguard 10.18653/v1/2025.banglalp-1.35 https://aclanthology.org/2025.banglalp-1.35/ 2025-12 414 420 BElite at BLP-2025 Task 1: Leveraging Ensemble for Multi Task Hate Speech Detection in Bangla Zannatul Fardaush Tripty author Ibnul Mohammad Adib author Nafiz Fahad author Muhammad Tanjib Hussain author Md Kishor Morol author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 tripty-etal-2025-belite 10.18653/v1/2025.banglalp-1.36 https://aclanthology.org/2025.banglalp-1.36/ 2025-12 421 429 Computational Story Lab at BLP-2025 Task 1: HateSense: A Multi-Task Learning Framework for Comprehensive Hate Speech Identification using LLMs Tabia Tanzin Prama author Christopher M Danforth author Peter Dodds author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 prama-etal-2025-computational 10.18653/v1/2025.banglalp-1.37 https://aclanthology.org/2025.banglalp-1.37/ 2025-12 430 442 CUET-NLP_Zenith at BLP-2025 Task 1: A Multi-Task Ensemble Approach for Detecting Hate Speech in Bengali YouTube Comments Md. Refaj Hossan author Kawsar Ahmed author Mohammed Moshiul Hoque author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 hossan-etal-2025-cuet-nlp-zenith 10.18653/v1/2025.banglalp-1.38 https://aclanthology.org/2025.banglalp-1.38/ 2025-12 443 452 TeamHateMate at BLP Task1: Divide and Conquer: A Two-Stage Cascaded Framework with K-Fold Ensembling for Multi-Label Bangla Hate Speech Classification Mahbub Islam Mahim author Mehedi Hasan author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 mahim-hasan-2025-teamhatemate 10.18653/v1/2025.banglalp-1.39 https://aclanthology.org/2025.banglalp-1.39/ 2025-12 453 460 NSU_MILab at BLP-2025 Task 1: Decoding Bangla Hate Speech: Fine-Grained Type and Target Detection via Transformer Ensembles Md. Mohibur Rahman Nabil author Muhammad Rafsan Kabir author Rakib Islam author Fuad Rahman author Nabeel Mohammed author Shafin Rahman author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 nabil-etal-2025-nsu 10.18653/v1/2025.banglalp-1.40 https://aclanthology.org/2025.banglalp-1.40/ 2025-12 461 467 Catalyst at BLP-2025 Task 1: Transformer Ensembles and Multi-task Learning Approaches for Bangla Hate Speech Detection Nahid Hasan author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 hasan-2025-catalyst 10.18653/v1/2025.banglalp-1.41 https://aclanthology.org/2025.banglalp-1.41/ 2025-12 468 475 Heisenberg at BLP-2025 Task 1: Bangla Hate Speech Classification using Pretrained Language Models and Data Augmentation Samin Yasir author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 yasir-2025-heisenberg 10.18653/v1/2025.banglalp-1.42 https://aclanthology.org/2025.banglalp-1.42/ 2025-12 476 484 Retriv at BLP-2025 Task 1: A Transformer Ensemble and Multi-Task Learning Approach for Bangla Hate Speech Identification Sourav Saha author K M Nafi Asib author Mohammed Moshiul Hoque author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 saha-etal-2025-retriv 10.18653/v1/2025.banglalp-1.43 https://aclanthology.org/2025.banglalp-1.43/ 2025-12 485 491 CoU-CU-DSG at BLP-2025 Task 1: Leveraging Weighted Probabilistic Fusion of Language Models for Bangla Hate Speech Detection Ashraful Alam author Abdul Aziz author Abu Nowshed Chy author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 alam-etal-2025-cou 10.18653/v1/2025.banglalp-1.44 https://aclanthology.org/2025.banglalp-1.44/ 2025-12 492 497 PerceptionLab at BLP-2025 Task 1: Domain-Adapted BERT for Bangla Hate Speech Detection: Contrasting Single-Shot and Hierarchical Multiclass Classification Tamjid Hasan Fahim author Kaif Ahmed Khan author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 fahim-khan-2025-perceptionlab 10.18653/v1/2025.banglalp-1.45 https://aclanthology.org/2025.banglalp-1.45/ 2025-12 498 507 SyntaxMind at BLP-2025 Task 1: Leveraging Attention Fusion of CNN and GRU for Hate Speech Detection Md. Shihab Uddin Riad author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 riad-2025-syntaxmind 10.18653/v1/2025.banglalp-1.46 https://aclanthology.org/2025.banglalp-1.46/ 2025-12 508 512 Code_Gen at BLP-2025 Task 1: Enhancing Bangla Hate Speech Detection with Transformers through Token-Aware Adversarial Contrastive Training and Layer-wise Learning Rate Decay Shifat Islam author Abhishek Agarwala author Emon Ghosh author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 islam-etal-2025-code 10.18653/v1/2025.banglalp-1.47 https://aclanthology.org/2025.banglalp-1.47/ 2025-12 513 522 CUET_Sntx_Srfrs at BLP-2025 Task 1: Combining Hierarchical Classification and Ensemble Learning for Bengali Hate Speech Detection Hafsa Hoque Tripty author Laiba Tabassum author Hasan Mesbaul Ali Taher author Kawsar Ahmed author Mohammed Moshiul Hoque author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 tripty-etal-2025-cuet 10.18653/v1/2025.banglalp-1.48 https://aclanthology.org/2025.banglalp-1.48/ 2025-12 523 530 Velora at BLP-2025 Task 1: Multi-Method Evaluation for Hate Speech Classification in Bangla Text Sad Yeamin Sayem author Sabira Rahman author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 sayem-rahman-2025-velora 10.18653/v1/2025.banglalp-1.49 https://aclanthology.org/2025.banglalp-1.49/ 2025-12 531 537 PentaML at BLP-2025 Task 1: Linear Probing of Pre-trained Transformer-based Models for Bangla Hate Speech Detection Intesar Tahmid author Rafid Ahmed author Md Mahir Jawad author Anam Borhan Uddin author Md Fahim author Md Farhad Alam Bhuiyan author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 tahmid-etal-2025-pentaml 10.18653/v1/2025.banglalp-1.50 https://aclanthology.org/2025.banglalp-1.50/ 2025-12 538 543 HateNet-BN at BLP-2025 Task 1: A Hierarchical Attention Approach for Bangla Hate Speech Detection Mohaymen Ul Anam author Akm Moshiur Rahman Mazumder author Ashraful Islam author Akmmahbubur Rahman author M Ashraful Amin author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 anam-etal-2025-hatenet 10.18653/v1/2025.banglalp-1.51 https://aclanthology.org/2025.banglalp-1.51/ 2025-12 544 550 Ecstasy at BLP-2025 Task 1: TF-IDF Informed Prompt Engineering with LoRA Fine-tuning for Bangla Hate Speech Detection Kazi Reyazul Hasan author Mubasshira Musarrat author Muhammad Abdullah Adnan author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 hasan-etal-2025-ecstasy 10.18653/v1/2025.banglalp-1.52 https://aclanthology.org/2025.banglalp-1.52/ 2025-12 551 555 CodeAnubad at BLP-2025 Task 2: Efficient Bangla-to-Python Code Generation via Iterative LoRA Fine-Tuning of Gemma-2 Soumyajit Roy author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 roy-2025-codeanubad 10.18653/v1/2025.banglalp-1.53 https://aclanthology.org/2025.banglalp-1.53/ 2025-12 556 560 Troopers at BLP-2025 Task 2: Reward-Selective Fine-Tuning based Code Generation Approach for Bangla Prompts Musa Tur Farazi author Nufayer Jahan Reza author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 farazi-reza-2025-troopers 10.18653/v1/2025.banglalp-1.54 https://aclanthology.org/2025.banglalp-1.54/ 2025-12 561 565 PyBangla at BLP-2025 Task 2: Enhancing Bangla-to-Python Code Generation with Iterative Self-Correction and Multilingual Agents Jahidul Islam author Md Ataullha author Saiful Azad author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 islam-etal-2025-pybangla 10.18653/v1/2025.banglalp-1.55 https://aclanthology.org/2025.banglalp-1.55/ 2025-12 566 570 Barrier Breakers at BLP-2025 Task 2: Enhancing LLM Code Generation Capabilities through Test-Driven Development and Code Interpreter Sajed Jalil author Shuvo Saha author Hossain Mohammad Seym author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 jalil-etal-2025-barrier 10.18653/v1/2025.banglalp-1.56 https://aclanthology.org/2025.banglalp-1.56/ 2025-12 571 576 Musafir at BLP_2025 Task 2: Generating Python Code from Bangla Prompts using a Multi Model Cascade and Unit Test Validation Sakibul Hasan author Md Tasin Abdullah author Abdullah Al Mahmud author Ayesha Banu author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 hasan-etal-2025-musafir 10.18653/v1/2025.banglalp-1.57 https://aclanthology.org/2025.banglalp-1.57/ 2025-12 577 581 JU_NLP at BLP-2025 Task 2: Leveraging Zero-Shot Prompting for Bangla Natural Language to Python Code Generation Pritam Pal author Dipankar Das author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 pal-das-2025-ju 10.18653/v1/2025.banglalp-1.58 https://aclanthology.org/2025.banglalp-1.58/ 2025-12 582 586 Retriv at BLP-2025 Task 2: Test-Driven Feedback-Guided Framework for Bangla-to-Python Code Generation K M Nafi Asib author Sourav Saha author Mohammed Moshiul Hoque author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 asib-etal-2025-retriv 10.18653/v1/2025.banglalp-1.59 https://aclanthology.org/2025.banglalp-1.59/ 2025-12 587 594 NSU_PiedPiper at BLP-2025 Task 2: A Chain-of-Thought with Iterative Debugging Approach for Code Generation with Bangla Instruction Ahmad Fahmid author Fahim Foysal author Wasif Haider author Shafin Rahman author Md Adnan Arefeen author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 fahmid-etal-2025-nsu 10.18653/v1/2025.banglalp-1.60 https://aclanthology.org/2025.banglalp-1.60/ 2025-12 595 600 NALA_MAINZ at BLP-2025 Task 2: A Multi-agent Approach for Bengali Instruction to Python Code Generation Hossain Shaikh Saadi author Faria Alam author Mario Sanz-Guerrero author Minh Duc Bui author Manuel Mager author Katharina von der Wense author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 saadi-etal-2025-nala 10.18653/v1/2025.banglalp-1.61 https://aclanthology.org/2025.banglalp-1.61/ 2025-12 601 607 CUET_Expelliarmus at BLP2025 Task 2: Leveraging Instruction Translation and Refinement for Bangla-to-Python Code Generation with Open-Source LLMs Md Kaf Shahrier author Suhana Binta Rashid author Hasan Mesbaul Ali Taher author Mohammed Moshiul Hoque author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 shahrier-etal-2025-cuet 10.18653/v1/2025.banglalp-1.62 https://aclanthology.org/2025.banglalp-1.62/ 2025-12 608 614 AlphaBorno at BLP-2025 Task 2: Code Generation with Structured Prompts and Execution Feedback Mohammad Ashfaq Ur Rahman author Muhtasim Ibteda Shochcho author Md Fahim author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 rahman-etal-2025-alphaborno 10.18653/v1/2025.banglalp-1.63 https://aclanthology.org/2025.banglalp-1.63/ 2025-12 615 623 PyBhasha at BLP-2025 Task 2: Effectiveness of Semantic-Aware Translation and Ensembling in Bangla Code Generation Foyez Ahmed Dewan author Nahid Montasir Rifat author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 dewan-rifat-2025-pybhasha 10.18653/v1/2025.banglalp-1.64 https://aclanthology.org/2025.banglalp-1.64/ 2025-12 624 628 AdversaryAI at BLP-2025 Task 2: A Think, Refine, and Generate (TriGen) System with LoRA and Self-Refinement for Code Generation Omar Faruqe Riyad author Jahedul Alam Junaed author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 riyad-junaed-2025-adversaryai 10.18653/v1/2025.banglalp-1.65 https://aclanthology.org/2025.banglalp-1.65/ 2025-12 629 641 TeamB2B at BLP-2025 Task 2: BanglaForge: LLM Collaboration with Self-Refinement for Bangla Code Generation Mahir Labib Dihan author Sadif Ahmed author Md Nafiu Rahman author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 dihan-etal-2025-teamb2b 10.18653/v1/2025.banglalp-1.66 https://aclanthology.org/2025.banglalp-1.66/ 2025-12 642 655 BRACU_CL at BLP-2025 Task 2: CodeMist: A Transformer-Based Framework for Bangla Instruction-to-Code Generation Md. Fahmid-Ul-Alam Juboraj author Soumik Deb Niloy author Mahbub E Sobhani author Farig Sadeque author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 juboraj-etal-2025-bracu 10.18653/v1/2025.banglalp-1.67 https://aclanthology.org/2025.banglalp-1.67/ 2025-12 656 662 Code_Gen at BLP-2025 Task 2: BanglaCode: A Cross-lingual Benchmark for Code Generation with Translation and Assertion Strategies Abhishek Agarwala author Shifat Islam author Emon Ghosh author 2025-12 text Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025) Firoj Alam editor Sudipta Kar editor Shammur Absar Chowdhury editor Naeemul Hassan editor Enamul Hoque Prince editor Mohiuddin Tasnim editor Md Rashad Al Hasan Rony editor Md Tahmid Rahman Rahman editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-314-2 agarwala-etal-2025-code 10.18653/v1/2025.banglalp-1.68 https://aclanthology.org/2025.banglalp-1.68/ 2025-12 663 668