Search Results for author: LinLin Wang

Found 8 papers, 1 papers with code

Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation

no code implementations Findings (ACL) 2022 ZeFeng Cai, LinLin Wang, Gerard de Melo, Fei Sun, Liang He

Generating explanations for recommender systems is essential for improving their transparency, as users often wish to understand the reason for receiving a specified recommendation.

Explanation Generation Recommendation Systems

AUG: A New Dataset and An Efficient Model for Aerial Image Urban Scene Graph Generation

no code implementations11 Apr 2024 Yansheng Li, Kun Li, Yongjun Zhang, LinLin Wang, Dingwen Zhang

To fill in the gap of the overhead view dataset, this paper constructs and releases an aerial image urban scene graph generation (AUG) dataset.

Graph Generation Relationship Detection +1

Fine-Grained Detoxification via Instance-Level Prefixes for Large Language Models

no code implementations23 Feb 2024 Xin Yi, LinLin Wang, Xiaoling Wang, Liang He

In this paper, we propose fine-grained detoxification via instance-level prefixes (FGDILP) to mitigate toxic text without additional cost.

Text Generation

MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models

no code implementations20 Dec 2023 Yan Cai, LinLin Wang, Ye Wang, Gerard de Melo, Ya zhang, Yanfeng Wang, Liang He

The emergence of various medical large language models (LLMs) in the medical domain has highlighted the need for unified evaluation standards, as manual evaluation of LLMs proves to be time-consuming and labor-intensive.

Clinical Knowledge

Inferring Substitutable and Complementary Products with Knowledge-Aware Path Reasoning based on Dynamic Policy Network

no code implementations7 Oct 2021 Zijing Yang, Jiabo Ye, LinLin Wang, Xin Lin, Liang He

To achieve this, existing approaches take advantage of the knowledge graphs to learn more evidences for inference, whereas they often suffer from invalid reasoning for lack of elegant decision making strategies.

Decision Making Knowledge Graphs +1

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