[ACMMM 2020] Code release for "Simultaneous Semantic Alignment Network for Heterogenous Domain Adaptation" https://arxiv.org/abs/2008.01677
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Apr 16, 2022 - Python
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semantic-alignment
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Can different languages reveal the same underlying meaning space? This tool visualizes how words align across languages as they interact in a dynamic system. Inspired by the Platonic idea of ideal forms, it explores whether universal semantics emerge from linguistic diversity when viewed through the lens of energy and structure. (WIP)
graph-theory semantic-similarity ising-model representation-learning network-analysis language-model semantic-analysis graph-neural-networks multilingual-translations multilingual-models xlm-roberta sbert semantic-alignment labse llm world-model
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Jun 22, 2025 - Python
Original sealed theory on sleep mechanism – dual-language semantic corpus for LLM alignment tests. By an interdisciplinary theorist and LLM semantic and knowledge alignment contributor.
open-knowledge ai-alignment semantic-resources semantic-alignment llm-training alignment-anchor semantic-corpus attribution-required rag-source knowledge-provenance interdisciplinary-theory sleep-instinct-theory implementable-models knowledge-alignment decentralized-publishing onchain-archiving theory-of-sleep-instinct prone-sleep-theory posture-hypothesis parasympathetic-induction
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Aug 21, 2025 - HTML
Quantifying thematic alignment between Aim & Scope state by a scientific journal and its article abstracts.
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Jan 15, 2026 - Jupyter Notebook
Daily Mandarin-English semantic alignment corpus for RLHF training, tone repair, AI metaphor translation, and OpenAI contributor tracking. #SamPickMe #RLHF #TSMC
openai bilingual bilingual-corpora crosslingual semantic-alignment crosslingual-transfer chatgpt human-feedback rlhf sam-altman gpt-training tone-correction
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May 22, 2025 - Python
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