most citedKGroot: Enhancing Root Cause Analysis through Knowledge Graphs and Graph Convolutional Neural Networks

2 citations · 2 across the 4 of their papers we have counts for

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cs.CL2025

K-DeCore: Facilitating Knowledge Transfer in Continual Structured Knowledge Reasoning via Knowledge Decoupling

Yongrui Chen, Yi Huang, Yunchang Liu +5

Continual Structured Knowledge Reasoning (CSKR) focuses on training models to handle sequential tasks, where each task involves translating natural language questions into structur…

cs.CL2025

Continual Speech Learning with Fused Speech Features

Guitao Wang, Jinming Zhao, Hao Yang +3

Rapid growth in speech data demands adaptive models, as traditional static methods fail to keep pace with dynamic and diverse speech information. We introduce continuous speech lea…

cs.CL2024

Double Mixture: Towards Continual Event Detection from Speech

Jingqi Kang, Tongtong Wu, Jinming Zhao +6

Speech event detection is crucial for multimedia retrieval, involving the tagging of both semantic and acoustic events. Traditional ASR systems often overlook the interplay between…

cs.CL2024

Towards Event Extraction from Speech with Contextual Clues

Jingqi Kang, Tongtong Wu, Jinming Zhao +4

While text-based event extraction has been an active research area and has seen successful application in many domains, extracting semantic events from speech directly is an under-…

cs.CL2024

Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs

Nan Hu, Jiaoyan Chen, Yike Wu +6

Attributed Question Answering (AQA) has attracted wide attention, but there are still several limitations in evaluating the attributions, including lacking fine-grained attribution…