← Authors

Yajuan Lyu

34 papers · 2018–2023 · 8 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (5) πŸ—ΊοΈ Taxonomy Completionist (64) 🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) 🀝 Dynamic Duo (12) πŸ”¬ Deep Specialist (11) πŸ’Ž Century Club (34) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (161) ⚑ Prolific Year (7) πŸ”₯ Unstoppable (6)

Conferences

ACL (11) EMNLP (9) AAAI (4) NAACL (3) AACL (2) COLING (2) IJCNLP (2) ICLR (1)

Top co-authors

Wenbin Jiang (12) Yong Zhu (11) Quan Wang (10) Sujian Li (7) Xinyan Xiao (7) Qiaoqiao She (7) Wei Li (6) Haifeng Wang (5) Jing Liu (5) Xiangdong Wang (4)

Research topics

Reasoning (1)

Keywords

machine reading comprehension (6) question answering (5) knowledge graph (5) neural network (4) relation extraction (4) graph embedding (3) named entity recognition (3) graph neural network (3) temporal knowledge graph (2) synthetic data generation (2) multi-hop reasoning (2) attention mechanism (2) reading comprehension (2) synthetic datum (2) knowledge graph reasoning (2) semantic parsing (2) domain adaptation (2) document summarization (2) multimodal learning (2) information retrieval (2)

Papers

WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning ACL 2023
$k$NN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference ICLR 2023
Chain-of-Thought Reasoning in Tabular Language Models EMNLP 2023
Inferential Knowledge-Enhanced Integrated Reasoning for Video Question Answering AAAI 2023
S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction ACL 2023
IM-TQA: A Chinese Table Question Answering Dataset with Implicit and Multi-type Table Structures ACL 2023
Dynamic Multistep Reasoning based on Video Scene Graph for Video Question Answering NAACL 2022
Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning ACL 2022
Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples ACL 2022
Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering COLING 2022
A Transition-based Method for Complex Question Understanding COLING 2022
Explainable Question Answering based on Semantic Graph by Global Differentiable Learning and Dynamic Adaptive Reasoning EMNLP 2022
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation EMNLP 2022
HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning EMNLP 2022
EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction NAACL 2022
Link Prediction on N-ary Relational Facts: A Graph-based Approach ACL 2021
BDKG at MEDIQA 2021: System Report for the Radiology Report Summarization Task NAACL 2021
Link Prediction on N-ary Relational Facts: A Graph-based Approach IJCNLP 2021
Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction AAAI 2021
Knowledge-Enhanced Named Entity Disambiguation for Short Text AACL 2020
Multi-view Classification Model for Knowledge Graph Completion AACL 2020
Capturing Sentence Relations for Answer Sentence Selection with Multi-Perspective Graph Encoding AAAI 2020
Event Extraction as Multi-turn Question Answering EMNLP 2020
Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension ACL 2019
Joint Extraction of Entities and Overlapping Relations Using Position-Attentive Sequence Labeling AAAI 2019
Machine Reading Comprehension Using Structural Knowledge Graph-aware Network IJCNLP 2019
Machine Reading Comprehension Using Structural Knowledge Graph-aware Network EMNLP 2019
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension ACL 2018
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications ACL 2018
Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling EMNLP 2018
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification ACL 2018
Improving Neural Abstractive Document Summarization with Structural Regularization EMNLP 2018
Answer-focused and Position-aware Neural Question Generation EMNLP 2018
Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task ACL 2018