Jiaoyan Chen

MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Long-tail Knowledge ACL 2026 TaxReasoning: Benchmarking Knowledge-Intensive Mathematical Reasoning with Evolving Tax Laws AAAI 2026 What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge EACL 2026 Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs ACL 2025 Certainty in Uncertainty: Reasoning over Uncertain Knowledge Graphs with Statistical Guarantees EMNLP 2025 Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning ACL 2025 HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding AAAI 2025 Noise-powered Multi-modal Knowledge Graph Representation Framework COLING 2025 TrustUQA: A Trustful Framework for Unified Structured Data Question Answering AAAI 2025 CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering EMNLP 2024 DET: A Dual-Encoding Transformer for Relational Graph Embedding COLING 2024 Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data NAACL 2024 Knowledge-Aware Neuron Interpretation for Scene Classification AAAI 2024 Language Models as Hierarchy Encoders NeurIPS 2024 MKGL: Mastery of a Three-Word Language NeurIPS 2024 Revisit and Outstrip Entity Alignment: A Perspective of Generative Models ICLR 2024 TacoERE: Cluster-aware Compression for Event Relation Extraction COLING 2024 Class Lifelong Learning for Intent Detection via Structure Consolidation Networks ACL 2023 DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning AAAI 2023 Language Model Analysis for Ontology Subsumption Inference ACL 2023 Low-Resource Personal Attribute Prediction from Conversations AAAI 2023 Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning EMNLP 2023 Trigger-Argument based Explanation for Event Detection ACL 2023 BERTMap: A BERT-Based Ontology Alignment System AAAI 2022 UoR-NCL at SemEval-2022 Task 3: Fine-Tuning the BERT-Based Models for Validating Taxonomic Relations SemEval 2022 Knowledge-aware Zero-Shot Learning: Survey and Perspective IJCAI 2021 OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding ACL 2021 Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding IJCAI 2021 An Industry Evaluation of Embedding-based Entity Alignment COLING 2020 When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract) AAAI 2020 Zero-shot Text Classification via Reinforced Self-training ACL 2020 Augmenting Transfer Learning with Semantic Reasoning IJCAI 2019 ColNet: Embedding the Semantics of Web Tables for Column Type Prediction AAAI 2019 Learning Semantic Annotations for Tabular Data IJCAI 2019 Learning from Ontology Streams with Semantic Concept Drift IJCAI 2017