Category: MachineLearning
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[P] Github Repository for the Cognitive Forge & SPIL: An Open-Source Framework for Advanced AI Reasoning (v2)
Hi I'm sharing this project with you today in the hopes that it can be a valuable tool in your own work. My goal is to offer a framework that can help you solve problems, stress-test new ideas, analyze and red-team white papers, enhance your busine…
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[D] A Serious Concern on the ACL Rolling Review System
While I understand the traditional conference review paradigm involving initial scores, author rebuttals, and final scores, this model is beginning to show clear cracks under the scale and competitiveness of today’s A-level (and even mid-tier) venues. …
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[D] Position: Machine Learning Conferences Should Establish a "Refutations and Critiques" Track
We recently released a preprint calling for ML conferences to establish a "Refutations and Critiques" track. I'd be curious to hear people's thoughts on this, specifically (1) whether this R&C track could improve ML research and (…
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[P] Built a semantic search API
Working on a project that needed both semantic search and content moderation, so I built an API that handles both. The problem it solves: Expensive GPU instances required for inference, hard to scale infrastructure. Most teams give up quickly after rea…
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[D] Looking for Advice from an ML Engineer or AI Architect – Facing Some Challenges
I’m working on a project in the conversational AI space and have hit a few roadblocks related to how the system handles context, tone, and scalability. I’d really appreciate a quick chat with someone who has experience in building or architecting intel…
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[P] Looking for Thesis Ideas: Extracting Pipelines
Hi everyone, I’m currently starting my Master’s thesis, and I’ll be working on the topic of automatically extracting pipelines from scientific research papers. The core idea is to extract how researchers actually process, model, and evaluate their data…