Enbo Zhao
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View article: Quantitative Analysis of Performance Drop in DeepSeek Model Quantization
Quantitative Analysis of Performance Drop in DeepSeek Model Quantization Open
Recently, there is a high demand for deploying DeepSeek-R1 and V3 locally, possibly because the official service often suffers from being busy and some organizations have data privacy concerns. While single-machine deployment offers infras…
View article: Inferflow: an Efficient and Highly Configurable Inference Engine for Large Language Models
Inferflow: an Efficient and Highly Configurable Inference Engine for Large Language Models Open
We present Inferflow, an efficient and highly configurable inference engine for large language models (LLMs). With Inferflow, users can serve most of the common transformer models by simply modifying some lines in corresponding configurati…
View article: RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation
RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation Open
Grammatical Error Correction (GEC) systems play a vital role in assisting people with their daily writing tasks. However, users may sometimes come across a GEC system that initially performs well but fails to correct errors when the inputs…
View article: Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Open
While large language models (LLMs) have demonstrated remarkable capabilities across a range of downstream tasks, a significant concern revolves around their propensity to exhibit hallucinations: LLMs occasionally generate content that dive…
View article: RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation
RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation Open
Grammatical Error Correction (GEC) systems play a vital role in assisting people with their daily writing tasks. However, users may sometimes come across a GEC system that initially performs well but fails to correct errors when the inputs…
View article: Effidit: Your AI Writing Assistant
Effidit: Your AI Writing Assistant Open
In this technical report, we introduce Effidit (Efficient and Intelligent Editing), a digital writing assistant that facilitates users to write higher-quality text more efficiently by using artificial intelligence (AI) technologies. Previo…
View article: Pretraining Chinese BERT for Detecting Word Insertion and Deletion Errors
Pretraining Chinese BERT for Detecting Word Insertion and Deletion Errors Open
Chinese BERT models achieve remarkable progress in dealing with grammatical errors of word substitution. However, they fail to handle word insertion and deletion because BERT assumes the existence of a word at each position. To address thi…
View article: Spatial Zoning of Dry-Hot Wind Disasters in Shandong Province
Spatial Zoning of Dry-Hot Wind Disasters in Shandong Province Open
As a major agricultural province of China, Shandong province has long ranked first in agricultural growth value among all of the provinces; at the same time, it is also the province that is most affected by dry-hot wind. Therefore, it is o…
View article: "Is Whole Word Masking Always Better for Chinese BERT?": Probing on Chinese Grammatical Error Correction
"Is Whole Word Masking Always Better for Chinese BERT?": Probing on Chinese Grammatical Error Correction Open
Whole word masking (WWM), which masks all subwords corresponding to a word at once, makes a better English BERT model. For the Chinese language, however, there is no subword because each token is an atomic character. The meaning of a word …
View article: Spatial Distribution of, and Variations in, Cold Regions in China from 1961 to 2019
Spatial Distribution of, and Variations in, Cold Regions in China from 1961 to 2019 Open
In this study, on the basis of the temperature data collected at 612 meteorological stations in China from 1961 to 2019, cold regions were defined using three indicators: an average temperature of <−3.0 °C during the coldest month; less th…
View article: “Is Whole Word Masking Always Better for Chinese BERT?”: Probing on Chinese Grammatical Error Correction
“Is Whole Word Masking Always Better for Chinese BERT?”: Probing on Chinese Grammatical Error Correction Open
Whole word masking (WWM), which masks all subwords corresponding to a word at once, makes a better English BERT model. For the Chinese language, however, there is no subword because each token is an atomic character. The meaning of a word …
View article: Anatase TiO<sub>2</sub> Confined in Carbon Nanopores for High‐Energy Li‐Ion Hybrid Supercapacitors Operating at High Rates and Subzero Temperatures
Anatase TiO<sub>2</sub> Confined in Carbon Nanopores for High‐Energy Li‐Ion Hybrid Supercapacitors Operating at High Rates and Subzero Temperatures Open
Li‐ion hybrid supercapacitors (Li‐HSCs) hold great promise in future electrical energy storage due to their relatively high power and energy density. However, a major challenge lies in the slow kinetics of Li‐ion intercalation/extraction w…
View article: Lithium–Iron (III) Fluoride Battery with Double Surface Protection
Lithium–Iron (III) Fluoride Battery with Double Surface Protection Open
Lithium–metal fluoride batteries promise significantly higher energy density than the state‐of‐the‐art lithium‐ion batteries and lithium–sulfur batteries. Unfortunately, commercialization of metal fluoride cathodes is prevented by their hi…
View article: Iron Fluoride–Carbon Nanocomposite Nanofibers as Free‐Standing Cathodes for High‐Energy Lithium Batteries
Iron Fluoride–Carbon Nanocomposite Nanofibers as Free‐Standing Cathodes for High‐Energy Lithium Batteries Open
The development of low‐cost, high‐energy cathodes from nontoxic, broadly available resources is a big challenge for the next‐generation rechargeable lithium or lithium‐ion batteries. As a promising alternative to traditional intercalation‐…
View article: Lithium Titanate Confined in Carbon Nanopores for Asymmetric Supercapacitors
Lithium Titanate Confined in Carbon Nanopores for Asymmetric Supercapacitors Open
As one of the superior anode materials for high power Li-ion batteries and asymmetric supercapacitors, spinel Li 4 Ti 5 O 12 (LTO), has attracted significant attention in recent years owing to its unique characteristics. [1] Li 4 Ti 5 O 12…