Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion.

[BibT_eX]

[DOI]

Xiang Chen

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Cross-Modal Knowledge Discovery, Inference, and Challenges.

[BibT_eX]

[DOI]

Meng Wang

Ningyu Zhang

Proceedings of the Reasoning Web. Causality, Explanations and Declarative Knowledge, 2022

Kformer: Knowledge Injection in Transformer Feed-Forward Layers.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2022

Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Shifting Perspective to See Difference: A Novel Multi-view Method for Skeleton based Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection.

[BibT_eX]

[DOI]

Proceedings of the 11th International Joint Conference on Knowledge Graphs, 2022

Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

OntoProtein: Protein Pretraining With Gene Ontology Embedding.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population.

[BibT_eX]

[DOI]

Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Generative Knowledge Graph Construction: A Review.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Contrastive Demonstration Tuning for Pre-trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Finding Influential Instances for Distantly Supervised Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Learning to Ask for Data-Efficient Event Argument Extraction (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Contrastive Information Extraction With Generative Transformer.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2021

3D-Transformer: Molecular Representation with Transformer in 3D Space.

[BibT_eX]

[DOI]

CoRR, 2021

Learning to Ask for Data-Efficient Event Argument Extraction.

[BibT_eX]

[DOI]

CoRR, 2021

SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis.

[BibT_eX]

[DOI]

CoRR, 2021

Knowledge Perceived Multi-modal Pretraining in E-commerce.

[BibT_eX]

[DOI]

CoRR, 2021

PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction.

[BibT_eX]

[DOI]

CoRR, 2021

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark.

[BibT_eX]

[DOI]

CoRR, 2021

AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba.

[BibT_eX]

[DOI]

CoRR, 2021

Interventional Aspect-Based Sentiment Analysis.

[BibT_eX]

[DOI]

CoRR, 2021

Text-guided Legal Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

CoRR, 2021

Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction.

[BibT_eX]

[DOI]

CoRR, 2021

ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning.

[BibT_eX]

[DOI]

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Field Embedding: A Unified Grain-Based Framework for Word Representation.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Noisy-Labeled NER with Confidence Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Knowledge Perceived Multi-modal Pretraining in E-commerce.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

Drop Redundant, Shrink Irrelevant: Selective Knowledge Injection for Language Pretraining.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Document-level Relation Extraction as Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Disentangled Contrastive Learning for Learning Robust Textual Representations.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

On Robustness and Bias Analysis of BERT-Based Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction, 2021

PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

MLBiNet: A Cross-Sentence Collective Event Detection Network.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

OntoED: Low-resource Event Detection with Ontology Embedding.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Contrastive Triple Extraction with Generative Transformer.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Context-Aware Deep Model for Entity Recommendation System in Search Engine at Alibaba.

[BibT_eX]

[DOI]

Qianghuai Jia

Ningyu Zhang

Nengwei Hua

J. Multim. Process. Technol., 2020

The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis.

[BibT_eX]

[DOI]

CoRR, 2020

Can Fine-tuning Pre-trained Models Lead to Perfect NLP? A Study of the Generalizability of Relation Extraction.

[BibT_eX]

[DOI]

CoRR, 2020

Conceptualized Representation Learning for Chinese Biomedical Text Mining.

[BibT_eX]

[DOI]

CoRR, 2020

Relation Adversarial Network for Low Resource Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Aliababa DAMO Academy at TREC Precision Medicine 2020: State-of-the-art Evidence Retriever for Precision Medicine with Expert-in-the-loop Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Joint Extraction of Triple Knowledge Based on Relation Priority.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

OpenUE: An Open Toolkit of Universal Extraction from Text.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Relation Adversarial Network for Low Resource KnowledgeGraph Completion.

[BibT_eX]

[DOI]

CoRR, 2019

Context-aware Deep Model for Entity Recommendation in Search Engine at Alibaba.

[BibT_eX]

[DOI]

Qianghuai Jia

Ningyu Zhang

Nengwei Hua

CoRR, 2019

Improving Few-shot Text Classification via Pretrained Language Representations.

[BibT_eX]

[DOI]

CoRR, 2019

Transfer Learning for Relation Extraction via Relation-Gated Adversarial Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018

Structured Knowledge Base as Prior Knowledge to Improve Urban Data Analysis.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2018

Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction.

[BibT_eX]

[DOI]

CoRR, 2018

Attention-Based Capsule Network with Dynamic Routing for Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2016

Semantic Framework of Internet of Things for Smart Cities: Case Studies.

[BibT_eX]

[DOI]

Sensors, 2016

Forecasting Public Transit Use by Crowdsensing and Semantic Trajectory Mining: Case Studies.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2016

ELM Meets Urban Big Data Analysis: Case Studies.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2016

Social Media Meets Big Urban Data: A Case Study of Urban Waterlogging Analysis.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2016

2015

Large-Scale Real-Time Semantic Processing Framework for Internet of Things.

[BibT_eX]

[DOI]

Int. J. Distributed Sens. Networks, 2015

Elastic Streaming Semantic Engine for Web of Things.

[BibT_eX]

[DOI]

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

2014

Time-series processing of large scale remote sensing data with extreme learning machine.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Big smog meets web science: smog disaster analysis based on social media and device data on the web.

[BibT_eX]

[DOI]

Proceedings of the 23rd International World Wide Web Conference, 2014

HBaseSpatial: A Scalable Spatial Data Storage Based on HBase.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Trust, 2014

SparkRDF: Elastic Discreted RDF Graph Processing Engine With Distributed Memory.

[BibT_eX]

[DOI]

Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

Monitoring Urban Waterlogging Disaster Using Social Sensors.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web and Web Science - 8th Chinese Conference, 2014

2013

When big data meets big smog: a big spatio-temporal data framework for China severe smog analysis.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2013

OWL reasoning over big biomedical data.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Ningyu Zhang

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