1.7k citations · 1.8k across the 76 of their papers we have counts for
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cs.CL2024
TRAWL: Tensor Reduced and Approximated Weights for Large Language Models
Yiran Luo, Het Patel, Yu Fu +4
Recent research has shown that pruning large-scale language models for inference is an effective approach to improving model efficiency, significantly reducing model weights with m…
cs.CL2024
Cross-Task Defense: Instruction-Tuning LLMs for Content Safety
Yu Fu, Wen Xiao, Jia Chen +4
Recent studies reveal that Large Language Models (LLMs) face challenges in balancing safety with utility, particularly when processing long texts for NLP tasks like summarization a…
cs.CL2024★ 1 cited
GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method
Zubair Qazi, William Shiao, Evangelos E. Papalexakis
As natural language models like ChatGPT become increasingly prevalent in applications and services, the need for robust and accurate methods to detect their output is of paramount…