Summary of Reliable, Adaptable, and Attributable Language Models with Retrieval, by Akari Asai et al.
Reliable, Adaptable, and Attributable Language Models with Retrievalby Akari Asai, Zexuan Zhong, Danqi Chen, Pang…
Summary of Taylorshift: Shifting the Complexity Of Self-attention From Squared to Linear (and Back) Using Taylor-softmax, by Tobias Christian Nauen et al.
TaylorShift: Shifting the Complexity of Self-Attention from Squared to Linear (and Back) using Taylor-Softmaxby Tobias…
Summary of Spatio-temporal Field Neural Networks For Air Quality Inference, by Yutong Feng et al.
Spatio-Temporal Field Neural Networks for Air Quality Inferenceby Yutong Feng, Qiongyan Wang, Yutong Xia, Junlin…
Summary of Flowprecision: Advancing Fpga-based Real-time Fluid Flow Estimation with Linear Quantization, by Tianheng Ling et al.
FlowPrecision: Advancing FPGA-Based Real-Time Fluid Flow Estimation with Linear Quantizationby Tianheng Ling, Julian Hoever, Chao…
Summary of Inf2guard: An Information-theoretic Framework For Learning Privacy-preserving Representations Against Inference Attacks, by Sayedeh Leila Noorbakhsh et al.
Inf2Guard: An Information-Theoretic Framework for Learning Privacy-Preserving Representations against Inference Attacksby Sayedeh Leila Noorbakhsh, Binghui…
Summary of Not All Layers Of Llms Are Necessary During Inference, by Siqi Fan et al.
Not All Layers of LLMs Are Necessary During Inferenceby Siqi Fan, Xin Jiang, Xiang Li,…
Summary of Nomad-attention: Efficient Llm Inference on Cpus Through Multiply-add-free Attention, by Tianyi Zhang et al.
NoMAD-Attention: Efficient LLM Inference on CPUs Through Multiply-add-free Attentionby Tianyi Zhang, Jonah Wonkyu Yi, Bowen…
Summary of Vbart: the Turkish Llm, by Meliksah Turker et al.
VBART: The Turkish LLMby Meliksah Turker, Mehmet Erdi Ari, Aydin HanFirst submitted to arxiv on:…
Summary of High-dimensional Tail Index Regression: with An Application to Text Analyses Of Viral Posts in Social Media, by Yuya Sasaki et al.
High-Dimensional Tail Index Regression: with An Application to Text Analyses of Viral Posts in Social…
Summary of Exponential Family Dynamical Systems (xfads): Large-scale Nonlinear Gaussian State-space Modeling, by Matthew Dowling et al.
eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modelingby Matthew Dowling, Yuan Zhao, Il…