37 citations · 47 across the 3 of their papers we have counts for
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cs.CL2024
NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models
Ancheng Xu, Minghuan Tan, Lei Wang +2
Numeral systems and units of measurement are two conjoined topics in activities of human beings and have mutual effects with the languages expressing them. Currently, the evaluatio…
cs.CL2024★ 37 cited
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
Shuming Ma, Hongyu Wang, Lingxiao Ma +7
Recent research, such as BitNet, is paving the way for a new era of 1-bit Large Language Models (LLMs). In this work, we introduce a 1-bit LLM variant, namely BitNet b1.58, in whic…
cs.CL2022★ 2 cited
Improving Compositional Generalization in Math Word Problem Solving
Yunshi Lan, Lei Wang, Jing Jiang +1
Compositional generalization refers to a model's capability to generalize to newly composed input data based on the data components observed during training. It has triggered a ser…