Chatgpt evaluation on sentence level relations: A focus on temporal, causal, and discourse relations

C Chan, J Cheng, W Wang, Y Jiang, T Fang… - arXiv preprint arXiv …, 2023 - arxiv.org
This paper aims to quantitatively evaluate the performance of ChatGPT, an interactive large
language model, on inter-sentential relations such as temporal relations, causal relations …

Exploring the potential of chatgpt on sentence level relations: A focus on temporal, causal, and discourse relations

C Chan, C Jiayang, W Wang, Y Jiang… - Findings of the …, 2024 - aclanthology.org
This paper aims to quantitatively evaluate the performance of ChatGPT, an interactive large
language model, on inter-sentential relations such as temporal relations, causal relations …

CORD: A Three-Stage Coarse-to-Fine Framework for Relation Detection in Knowledge Base Question Answering

Y Li, S Hu, W Han, L Zou - Proceedings of the 32nd ACM International …, 2023 - dl.acm.org
As a fundamental subtask of Knowledge Base Question Answering (KBQA), Relation
Detection (KBQA-RD) plays a crucial role to detect the KB relations between entities or …

gbuilder: A scalable knowledge graph construction system for unstructured corpus

Y Li, L Zou - arXiv preprint arXiv:2208.09705, 2022 - arxiv.org
We design a user-friendly and scalable knowledge graph construction (KGC) system for
extracting structured knowledge from the unstructured corpus. Different from existing KGC …

ADMUS: A Progressive Question Answering Framework Adaptable to Multiple Knowledge Sources

Y Zhan, Y Li, M Zhang, L Zou - arXiv preprint arXiv:2308.04800, 2023 - arxiv.org
With the introduction of deep learning models, semantic parsingbased knowledge base
question answering (KBQA) systems have achieved high performance in handling complex …

Schema-adaptable Knowledge Graph Construction

H Ye, H Gui, X Xu, X Chen, H Chen… - arXiv preprint arXiv …, 2023 - arxiv.org
Conventional Knowledge Graph Construction (KGC) approaches typically follow the static
information extraction paradigm with a closed set of pre-defined schema. As a result, such …

VGStore: A Multimodal Extension to SPARQL for Querying RDF Scene Graph

Y Li, Z Zheng, W Han, L Zou - arXiv preprint arXiv:2209.02981, 2022 - arxiv.org
Semantic Web technology has successfully facilitated many RDF models with rich data
representation methods. It also has the potential ability to represent and store multimodal …

A Progressive Question Answering Framework Adaptable to Multiple Knowledge Sources

Y Zhan, Y Li, M Zhang, L Zou - Asia-Pacific Web (APWeb) and Web-Age …, 2024 - Springer
Existing deep learning-based models for knowledge base question answering (KBQA) suffer
from the high costs of adapting the system to disparate datasets in real-world scenarios (eg …

질의응답에대한지식베이스기반근거문장생성모델

성수진차정원 - 정보과학회논문지, 2023 - dbpia.co.kr
본 연구에서는 지식베이스로부터 질의에 대한 근거 문장을 생성하여 응답 추론 과정에 정보를
추가하고, 사람이 읽기 쉬운 형태의 근거 문장을 제공하고자 한다. 이를 위해 HotpotQA 데이터 …