Wen Zhang

Development Trend of Agricultural Extension Information Service in China

2018 · DEStech Transactions on Engineering and Technology Research

Agricultural Extension Information Service in China has made great progress in the past dacades. The information technology developed rapidly. The development of agriculture must rely on information technology. The development of agricultural extension information service …

Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning

2019 · Zurich Open Repository and Archive (University of Zurich)

Reasoning is essential for the development of large knowledge graphs, especially for completion, which aims to infer new triples based on existing ones. Both rules and embeddings can be used for knowledge graph reasoning and …

NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs

2022 · arXiv (Cornell University)

NeuralKG is an open-source Python-based library for diverse representation learning of knowledge graphs. It implements three different series of Knowledge Graph Embedding (KGE) methods, including conventional KGEs, GNN-based KGEs, and Rule-based KGEs. With a unified …

Tele-Knowledge Pre-training for Fault Analysis

2022 · arXiv (Cornell University)

In this work, we share our experience on tele-knowledge pre-training for fault analysis, a crucial task in telecommunication applications that requires a wide range of knowledge normally found in both machine log data and product …

Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting

2022 · arXiv (Cornell University)

We study the knowledge extrapolation problem to embed new components (i.e., entities and relations) that come with emerging knowledge graphs (KGs) in the federated setting. In this problem, a model trained on an existing KG …

Optimal Linear Multilateration Combined With the Kalman Filter for Range-Only Tracking

2023 · IEEE Sensors Journal

This article presents the optimal estimation for the extensively concerned linear multilateral positioning issues and further improves the accuracy of range-only tracking significantly. The traditional linear multilateration method has been used to achieve target positioning …

Pronunciation Ambiguities in Japanese Kanji

2023

Japanese writing is a complex system, and a large part of the complexity resides in the use of kanji. A single kanji character in modern Japanese may have multiple pronunciations, either as native vocabulary or …

Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking

2024 · arXiv (Cornell University)

Large language models (LLMs) have demonstrated exceptional performance in text generation within current NLP research. However, the lack of factual accuracy is still a dark cloud hanging over the LLM skyscraper. Structural knowledge prompting (SKP) …

Exploration of Digital Teaching of Accounting Course in the Intelligent Era from the Perspective of "New Economy and Management"

2025 · International Journal of Global Economics and Management

In the era of intelligent technology, the emergence of digital technology has brought unprecedented changes to various industries. The 14th Five Year Plan and 2035 Vision Outline of our country point out that digital transformation …

Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding

2018

Distant supervision is an effective method to generate large scale labeled data for relation extraction, which assumes that if a pair of entities appears in some relation of a Knowledge Graph (KG), all sentences containing …

Bridging the Gap between Training and Inference for Neural Machine Translation

2019

Neural Machine Translation (NMT) generates target words sequentially in the way of predicting the next word conditioned on the context words. At training time, it predicts with the ground truth words as context while at …