Did the Problem Actually Get Harder? Testing LLMs on Paired P and NP-Complete Problems Hardened by Adversarial Multi-Agent Rewriting
Paper • 2610.30103 • Published • 2
AI & ML interests
The Bangladesh Artificial Intelligence Olympiad (BdAIO) is more than just a competition—it serves as a dynamic platform where innovation thrives and creativity has no bounds for the high school level students across Bangladesh.
Recent Activity
dipta007
authored 2
papers 2 days ago
dipta007
submitted a
paper to Daily Papers about 1 month ago
dipta007
authored 7
papers about 2 months ago
OracleZoom: On-Policy Self-Distillation Inspired Reference-Constrained Recursive Image Super Resolution
Paper • 2609.06490 • Published • 8
Last Translation Benchmark
Paper • 2609.04173 • Published • 51
PA3: Policy-Aware Agent Alignment through Chain-of-Thought
Paper • 2603.14602 • Published • 1
Register Shifts Break LLM Safety: A Bengali Benchmark with Culturally Grounded Harms
Paper • 2608.22335 • Published • 1
DecomposeRL: Learning to Ask Useful, Informative, and Diverse Questions for Semi-Supervised, Traceable Claim Verification
Paper • 2605.27858 • Published
Omni-Modal Dissonance Benchmark: Systematically Breaking Modality Consensus to Probe Robustness and Calibrated Abstention
Paper • 2603.27187 • Published
Many Dialects, Many Languages, One Cultural Lens: Evaluating Multilingual VLMs for Bengali Culture Understanding Across Historically Linked Languages and Regional Dialects
Paper • 2603.21165 • Published
dipta007
authored 7
papers 8 months ago
BanglaTalk: Towards Real-Time Speech Assistance for Bengali Regional Dialects
Paper • 2510.06188 • Published
Read Between the Lines: A Benchmark for Uncovering Political Bias in Bangla News Articles
Paper • 2510.03898 • Published
BanglaIPA: Towards Robust Text-to-IPA Transcription with Contextual Rewriting in Bengali
Paper • 2601.01778 • Published
†DAGGER: Distractor-Aware Graph Generation for Executable Reasoning in Math Problems
Paper • 2601.06853 • Published • 1
GanitLLM: Difficulty-Aware Bengali Mathematical Reasoning through Curriculum-GRPO
Paper • 2601.06767 • Published • 1
Learning How to Use Tools, Not Just When: Pattern-Aware Tool-Integrated Reasoning
Paper • 2509.23292 • Published
UAT-LITE: Inference-Time Uncertainty-Aware Attention for Pretrained Transformers
Paper • 2602.02952 • Published
dipta007
authored 3
papers about 1 year ago
Advancing Reference-free Evaluation of Video Captions with Factual Analysis
Paper • 2509.16538 • Published • 2
FedMentor: Domain-Aware Differential Privacy for Heterogeneous Federated LLMs in Mental Health
Paper • 2509.14275 • Published
Q2E: Query-to-Event Decomposition for Zero-Shot Multilingual Text-to-Video Retrieval
Paper • 2506.10202 • Published