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Research Papers Implemented
A collection of influential research papers I've implemented from scratch to deeply understand their mechanisms and contributions.
Bias DetectionMedia BiasPLMs
Decoding News Bias: Multi-Bias Detection in News Articles
Bhushan Santosh Shah, Deven Santosh Shah, Vahida Attar
Comprehensive framework for detecting multiple types of biases in news articles using LLM-based dataset annotation and transformer-based classification.
Paper
LLM AgentsSpeculative InferenceLatency Optimization
Multi-Step Speculative Actions: From Single Guesses to Speculative Tree in LLM Agents
Bhushan Santosh Shah et al.
Accelerating LLM agents through joint breadth-depth speculation, achieving 40% latency reduction and overcoming sequential bottlenecks in agentic systems.
Paper