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Pengnian Qi

3 accepted papers

2024

M3TQA: Multi-View, Multi-Hop and Multi-Stage Reasoning for Temporal Question Answering

ICASSP 2024accepted

Knowledge Graph (KG) have attained notable triumph over Question Answering (QA) tasks. However, the presence of temporal constraints on numerous facts within the real world has sparked heightened interest towards Temporal KGQA (TKGQA). Although previous methods have achieved great progress, they sti…

Cited by 0SourceScholar
2024

Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment

AAAI 2024technical

Multi-modal entity alignment (MMEA) aims to identify equivalent entities between two multi-modal knowledge graphs for integration. Unfortunately, prior arts have attempted to improve the interaction and fusion of multi-modal information, which have overlooked the influence of modal-specific noise an…

Cited by 10SourcePDFScholar
2023

SSMI: Semantic Similarity and Mutual Information Maximization Based Enhancement for Chinese NER

AAAI 2023technical

The Chinese NER task consists of two steps, first determining entity boundaries and then labeling them. Some previous work incorporating related words from pre-trained vocabulary into character-based models has been demonstrated to be effective. However, the number of words that characters can match…

Cited by 12SourcePDFScholar