Papers
BRACU_CL at BLP-2025 Task 2: CodeMist: A Transformer-Based Framework for Bangla Instruction-to-Code Generation
Md. Fahmid-Ul-Alam Juboraj, Soumik Deb Niloy, Mahbub E Sobhani et al.
TeamB2B at BLP-2025 Task 2: BanglaForge: LLM Collaboration with Self-Refinement for Bangla Code Generation
Mahir Labib Dihan, Sadif Ahmed, Md Nafiu Rahman
AdversaryAI at BLP-2025 Task 2: A Think, Refine, and Generate (TriGen) System with LoRA and Self-Refinement for Code Generation
Omar Faruqe Riyad, Jahedul Alam Junaed
PyBhasha at BLP-2025 Task 2: Effectiveness of Semantic-Aware Translation and Ensembling in Bangla Code Generation
Foyez Ahmed Dewan, Nahid Montasir Rifat
AlphaBorno at BLP-2025 Task 2: Code Generation with Structured Prompts and Execution Feedback
Mohammad Ashfaq Ur Rahman, Muhtasim Ibteda Shochcho, Md Fahim
CUET_Expelliarmus at BLP2025 Task 2: Leveraging Instruction Translation and Refinement for Bangla-to-Python Code Generation with Open-Source LLMs
Md Kaf Shahrier, Suhana Binta Rashid, Hasan Mesbaul Ali Taher et al.
NALA_MAINZ at BLP-2025 Task 2: A Multi-agent Approach for Bengali Instruction to Python Code Generation
Hossain Shaikh Saadi, Faria Alam, Mario Sanz-Guerrero et al.
NSU_PiedPiper at BLP-2025 Task 2: A Chain-of-Thought with Iterative Debugging Approach for Code Generation with Bangla Instruction
Ahmad Fahmid, Fahim Foysal, Wasif Haider et al.
Retriv at BLP-2025 Task 2: Test-Driven Feedback-Guided Framework for Bangla-to-Python Code Generation
K M Nafi Asib, Sourav Saha, Mohammed Moshiul Hoque
Musafir at BLP_2025 Task 2: Generating Python Code from Bangla Prompts using a Multi Model Cascade and Unit Test Validation
Sakibul Hasan, Md Tasin Abdullah, Abdullah Al Mahmud et al.
Barrier Breakers at BLP-2025 Task 2: Enhancing LLM Code Generation Capabilities through Test-Driven Development and Code Interpreter
Sajed Jalil, Shuvo Saha, Hossain Mohammad Seym
PyBangla at BLP-2025 Task 2: Enhancing Bangla-to-Python Code Generation with Iterative Self-Correction and Multilingual Agents
Jahidul Islam, Md Ataullha, Saiful Azad
Troopers at BLP-2025 Task 2: Reward-Selective Fine-Tuning based Code Generation Approach for Bangla Prompts
Musa Tur Farazi, Nufayer Jahan Reza
Ecstasy at BLP-2025 Task 1: TF-IDF Informed Prompt Engineering with LoRA Fine-tuning for Bangla Hate Speech Detection
Kazi Reyazul Hasan, Mubasshira Musarrat, Muhammad Abdullah Adnan
HateNet-BN at BLP-2025 Task 1: A Hierarchical Attention Approach for Bangla Hate Speech Detection
Mohaymen Ul Anam, Akm Moshiur Rahman Mazumder, Ashraful Islam et al.
PentaML at BLP-2025 Task 1: Linear Probing of Pre-trained Transformer-based Models for Bangla Hate Speech Detection
Intesar Tahmid, Rafid Ahmed, Md Mahir Jawad et al.
Velora at BLP-2025 Task 1: Multi-Method Evaluation for Hate Speech Classification in Bangla Text
Sad Yeamin Sayem, Sabira Rahman
CUET_Sntx_Srfrs at BLP-2025 Task 1: Combining Hierarchical Classification and Ensemble Learning for Bengali Hate Speech Detection
Hafsa Hoque Tripty, Laiba Tabassum, Hasan Mesbaul Ali Taher et al.
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, Abhishek Agarwala, Emon Ghosh
CoU-CU-DSG at BLP-2025 Task 1: Leveraging Weighted Probabilistic Fusion of Language Models for Bangla Hate Speech Detection
Ashraful Alam, Abdul Aziz, Abu Nowshed Chy
Retriv at BLP-2025 Task 1: A Transformer Ensemble and Multi-Task Learning Approach for Bangla Hate Speech Identification
Sourav Saha, K M Nafi Asib, Mohammed Moshiul Hoque