For every paper on this page, at least one of the original authors has seen our plain-language explanation and engaged with it — either confirming it reads accurately or requesting corrections that we then applied. An endorsement does not mean the authors formally approve every sentence, but it does mean the explanation has passed the eyes of the people who wrote the paper.

438 papers reviewed by authors · 61–70 / 438

Entanglement viscosity to entropy density ratio for spin-3/2 theory

This paper investigates the universality of the entanglement viscosity to entropy density ratio for spin-3/2 fields within the Rarita-Schwinger-Adler theory, revealing that while both quantities can be negative (yielding a KSS-bound-saturating ratio), a Zubarev density operator approach confirms a positive entropy, thereby clarifying the origin of the negativity and highlighting the theory's conformal field theory features.

R. V. Khakimov, G. Yu. Prokhorov, O. V. Teryaev2026-05-22✓ Author reviewed ⚛️ hep-th

From Parameters to Data: A Task-Parameter-Guided Fine-Tuning Pipeline for Efficient LLM Alignment

The paper proposes From Parameters to Data (P2D), a unified framework that leverages task-sensitive attention heads to simultaneously guide data selection and parameter-efficient fine-tuning, achieving significant performance gains and a 7.0x speedup by synchronizing parameter updates with high-affinity data subsets.

Hao Chen, Qi Zhang, Liyao Li, Zhanming Shen, Wentao Ye, Lirong Gao, Ningtao Wang, Xing Fu, Xiaoyu Shen, Junbo Zhao2026-05-22✓ Author reviewed 💻 cs

Scene Abstraction for Lexical Semantics: Structured Representations of Situated Meaning

This paper introduces "Scene Abstraction," a framework that uses large language models to generate structured representations of the situated contexts and affective associations of words, validated by a new dataset (COCA-Scenes) and experiments demonstrating its superior alignment with human interpretation compared to existing embedding and knowledge-base approaches.

Yejin Cho, Katrin Erk2026-05-22✓ Author reviewed 💬 cs.CL

Controlling the Transverse Multipole Components in RF Cavity Modes using the Azimuthal Modulation Method

This paper extends a systematic method for designing azimuthally modulated RF cavities to practical implementation by deriving analytical expressions for field multipole components and momentum changes, validating them against 3D simulations and beam dynamics studies, and demonstrating their application in creating both multipole-free accelerating structures and cavities that transform beam distributions from Gaussian to uniform.

Laurence Wroe, Walter Wuensch, Robert Apsimon2026-05-22✓ Author reviewed 🔬 physics