Probing bert in hyperbolic spaces

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August undefined, 2024

WebbCUNY Academic Commons. People; Groups; Sites; Courses; Events; Activity; About; Log In; Register; Help WebbArticle “Probing BERT in Hyperbolic Spaces” Detailed information of the J-GLOBAL is a service based on the concept of Linking, Expanding, and Sparking, linking science and …

Hyperbolic Embedding for Finding Syntax in BERT

WebbOne two-dimensional way of visualizing hyperbolic space was discovered by the great French mathematician Henri Poincaré [in fact, his model predates the rufﬂed models by … WebbThis thesis investigates one aspect of Paul's God-languages, namely, Paul's divine designations of θεός in his letter to the Romans. By comparing and contrasting Paul's designations with his Jewish and pagan contemporaries, this thesis prepped longridge

Provably Accurate and Scalable Linear Classifiers in Hyperbolic …

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[2104.03869v1] Probing BERT in Hyperbolic Spaces - arXiv.org

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"Webb12 juni 2024 · Natural language text exhibits hierarchical structure in a variety of respects. Ideally, we could incorporate our prior knowledge of this hierarchical structure into … " - Probing bert in hyperbolic spaces

Probing bert in hyperbolic spaces

Webb标题：PROBING BERT IN HYPERBOLIC SPACES（在双曲线空间中探索BERT）作者：Boli Chen, Yao Fu，Guangwei Xu，Pengjun Xie，Chuanqi Tan, Mosha Chen, Liping Jing 机 … Webb•Poincaréprobe can recover hyperbolic subspaces for hierarchical information encoded in BERT. •The syntacticprobe shows that BERT may encode syntax geometricallydifferent …

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Webb(B) All probes recover syntax best at approximately rank 64 and Poincaré probes are especially better at low ranks. (C) Poincaré probes recover syntax better for longer … WebbProbing BERT in Hyperbolic Spaces. Recently, a variety of probing tasks are proposed to discover linguistic properties learned in contextualized word embeddings. Many of these …

Webb19 maj 2015 · Hyperbolic space in the Poincaré upper half space model looks like ordinary $\Bbb R^n$ but with the notion of angle and distance distorted in a relatively simple way. … Webb28 sep. 2024 · We demonstrate the findings with our Poincaré probe via extensive experiments and visualization. Our results can be reproduced at …

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Webb8 apr. 2024 · In a syntactic subspace, our probe better recovers tree structures than Euclidean probes, revealing the possibility that the geometry of BERT syntax may not …

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