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EmoNet: Speaker-Aware Transformers for Emotion Recognition — and What I’d Build Differently in 2026
, I submitted my MS thesis on Emotion Recognition in Conversation (ERC). The model, EmoNet, achieved a Weighted F1 of 39.18 on EmoryNLP — competitive with the public…
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A Coding Guide to Implement a pgvector-Powered Semantic, Hybrid, Sparse, and Quantized Vector Search System
In this tutorial, we build a complete pgvector playground inside Google Colab…
Perplexity AI Open-Sources Unigram Tokenizer That Achieves 5x Lower p50 Latency Than Hugging Face tokenizers Crate
Perplexity AI’s research team reimplemented their Unigram tokenizer from scratch in Rust…
Sakana AI Proposes DiffusionBlocks: a Block-wise Training Framework That Converts Residual Networks into Independently Trainable Denoising Modules
Researchers from Sakana AI and the University of Tokyo propose DiffusionBlocks. It…
Most AI Agents Fail in Production Because They’re Built Backwards
agent system seriously fail in production, it wasn’t dramatic. There was no…
NVIDIA Releases Polar, a Token-Faithful Rollout Framework for GRPO Training Across Codex, Claude Code, and Qwen Code
Reinforcement learning for language agents is growing more complex. Agents now manage…
How to Effectively Run Many Claude Code Sessions in Parallel
coding agents sequentially and not in multiple runs in parallel, you’re losing…
Learning From Pairwise Preferences: An Introduction to the Bradley Terry Model
assumes the availability of absolute labels. For example, an instance belongs to…
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