Juan-Zi Li

Orcid: 0000-0002-6244-0664

Affiliations:
  • Tsinghua University, Beijing, China


According to our database1, Juan-Zi Li authored at least 342 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Survey of Knowledge Enhanced Pre-Trained Language Models.
IEEE Trans. Knowl. Data Eng., April, 2024

TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios.
CoRR, 2024

Reverse That Number! Decoding Order Matters in Arithmetic Learning.
CoRR, 2024

Event-level Knowledge Editing.
CoRR, 2024

EmoBench: Evaluating the Emotional Intelligence of Large Language Models.
CoRR, 2024

CogCoM: Train Large Vision-Language Models Diving into Details through Chain of Manipulations.
CoRR, 2024

KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases.
CoRR, 2024

LongAlign: A Recipe for Long Context Alignment of Large Language Models.
CoRR, 2024

Probing Structured Semantics Understanding and Generation of Language Models via Question Answering.
CoRR, 2024

2023
HKGCL: Hierarchical graph contrastive learning for multi-domain recommendation over knowledge graph.
Expert Syst. Appl., December, 2023

Pre-training language model incorporating domain-specific heterogeneous knowledge into a unified representation.
Expert Syst. Appl., April, 2023

Parameter-efficient fine-tuning of large-scale pre-trained language models.
Nat. Mac. Intell., March, 2023

Preference-aware Graph Attention Networks for Cross-Domain Recommendations with Collaborative Knowledge Graph.
ACM Trans. Inf. Syst., 2023

CogAgent: A Visual Language Model for GUI Agents.
CoRR, 2023

MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation.
CoRR, 2023

When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks.
CoRR, 2023

WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models.
CoRR, 2023

CogVLM: Visual Expert for Pretrained Language Models.
CoRR, 2023

Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment.
CoRR, 2023

BiLL-VTG: Bridging Large Language Models and Lightweight Visual Tools for Video-based Texts Generation.
CoRR, 2023

T<sup>3</sup>Bench: Benchmarking Current Progress in Text-to-3D Generation.
CoRR, 2023

LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding.
CoRR, 2023

KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding.
CoRR, 2023

KoLA: Carefully Benchmarking World Knowledge of Large Language Models.
CoRR, 2023

Benchmarking Foundation Models with Language-Model-as-an-Examiner.
CoRR, 2023

Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction.
CoRR, 2023

ChatLog: Recording and Analyzing ChatGPT Across Time.
CoRR, 2023

GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation.
CoRR, 2023

Language-independent Taxonomy Derivation from Wikipedia via Multi-task Adversarial Learning.
Proceedings of the Wikidata Workshop 2023 co-located with 22nd International Semantic Web Conference (ISWC 2023), 2023

MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Benchmarking Foundation Models with Language-Model-as-an-Examiner.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

GLM-Dialog: Noise-tolerant Pre-training for Knowledge-grounded Dialogue Generation.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization.
Proceedings of the International Conference on Machine Learning, 2023

ViLTA: Enhancing Vision-Language Pre-training through Textual Augmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

FFAEval: Evaluating Dialogue System via Free-For-All Ranking.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Learn to Not Link: Exploring NIL Prediction in Entity Linking.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Distantly Supervised Course Concept Extraction in MOOCs with Academic Discipline.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Trigger-Argument based Explanation for Event Detection.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Entity knowledge transfer-oriented dual-target cross-domain recommendations.
Expert Syst. Appl., 2022

COPEN: Probing Conceptual Knowledge in Pre-trained Language Models.
CoRR, 2022

EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph.
CoRR, 2022

Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension.
CoRR, 2022

ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction.
CoRR, 2022

Guiding the PLMs with Semantic Anchors as Intermediate Supervision: Towards Interpretable Semantic Parsing.
CoRR, 2022

Information Extraction and Human-Robot Dialogue towards Real-life Tasks: A Baseline Study with the MobileCS Dataset.
CoRR, 2022

Towards a General Pre-training Framework for Adaptive Learning in MOOCs.
CoRR, 2022

A Challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems.
CoRR, 2022

GraphQ IR: Unifying Semantic Parsing of Graph Query Language with Intermediate Representation.
CoRR, 2022

Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models.
CoRR, 2022

Schema-Free Dependency Parsing via Sequence Generation.
CoRR, 2022

ICLEA: Interactive Contrastive Learning for Self-supervised Entity Alignment.
CoRR, 2022

Multimodal Entity Tagging with Multimodal Knowledge Base.
CoRR, 2022

DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

On Transferability of Prompt Tuning for Natural Language Processing.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

XDAI: A Tuning-free Framework for Exploiting Pre-trained Language Models in Knowledge Grounded Dialogue Generation.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Finding Skill Neurons in Pre-trained Transformer-based Language Models.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Syntactically Robust Training on Partially-Observed Data for Open Information Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

COPEN: Probing Conceptual Knowledge in Pre-trained Language Models.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

ParaMac: A General Unsupervised Paraphrase Generation Framework Leveraging Semantic Constraints and Diversifying Mechanisms.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Dependency Parsing via Sequence Generation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Knowledge-augmented Self-training of A Question Rewriter for Conversational Knowledge Base Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Prompt-learning for Fine-grained Entity Typing.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Triple-as-Node Knowledge Graph and Its Embeddings.
Proceedings of the Database Systems for Advanced Applications, 2022

UPER: Boosting Multi-Document Summarization with an Unsupervised Prompt-based Extractor.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Interactive Contrastive Learning for Self-Supervised Entity Alignment.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

CStory: A Chinese Large-scale News Storyline Dataset.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

HOSMEL: A Hot-Swappable Modularized Entity Linking Toolkit for Chinese.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

LEVEN: A Large-Scale Chinese Legal Event Detection Dataset.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing?
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Program Transfer for Answering Complex Questions over Knowledge Bases.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation.
Trans. Assoc. Comput. Linguistics, 2021

CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark.
CoRR, 2021

On Transferability of Prompt Tuning for Natural Language Understanding.
CoRR, 2021

Exploring Low-dimensional Intrinsic Task Subspace via Prompt Tuning.
CoRR, 2021

Program Transfer and Ontology Awareness for Semantic Parsing in KBQA.
CoRR, 2021

TravelBERT: Pre-training Language Model Incorporating Domain-specific Heterogeneous Knowledge into A Unified Representation.
CoRR, 2021

Prompt-Learning for Fine-Grained Entity Typing.
CoRR, 2021

Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification.
CoRR, 2021

CPM: A large-scale generative Chinese Pre-trained language model.
AI Open, 2021

A comprehensive survey of entity alignment for knowledge graphs.
AI Open, 2021

Encoding the Meaning Triangle (Object, Entity, and Concept) as the Semantic Foundation for Entity Alignment.
Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

Expertise-Aware Crowdsourcing Taxonomy Enrichment.
Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

Multi-Grained Dependency Graph Neural Network for Chinese Open Information Extraction.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Predicting Categorial Sememe for English-Chinese Word Pairs via Representations in Explainable Sememe Space.
Proceedings of the Natural Language Processing and Chinese Computing, 2021

Construction of Multimodal Chinese Tourism Knowledge Graph.
Proceedings of the Data Science, 2021

Learning Behavior-Aware Cognitive Diagnosis for Online Education Systems.
Proceedings of the Data Science, 2021

TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Iterative Strict Density-Based Clustering for News Stream.
Proceedings of the Information Retrieval - 27th China Conference, 2021

TWAG: A Topic-Guided Wikipedia Abstract Generator.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

CLEVE: Contrastive Pre-training for Event Extraction.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment.
CoRR, 2020

Learning Syllogism with Euler Neural-Networks.
CoRR, 2020

KQA Pro: A Large Diagnostic Dataset for Complex Question Answering over Knowledge Base.
CoRR, 2020

KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion.
CoRR, 2020

Reinforcement Learning for Named Entity Recognition from Noisy Data.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

Improving Low-Resource Chinese Event Detection with Multi-task Learning.
Proceedings of the Knowledge Science, Engineering and Management, 2020

ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

Neural Gibbs Sampling for Joint Event Argument Extraction.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

MAVEN: A Massive General Domain Event Detection Dataset.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Type-Aware Open Information Extraction via Graph Augmentation Model.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph and Cognitive Intelligence, 2020

Sememe Tree Prediction for English-Chinese Word Pairs.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph and Cognitive Intelligence, 2020

Named Entity Recognition Using a Semi-supervised Model Based on BERT and Bootstrapping.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph and Cognitive Intelligence, 2020

MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Improving Event Detection via Open-domain Trigger Knowledge.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Image Enhanced Event Detection in News Articles.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Geographical Information Enhanced POI Hierarchical Classification.
Proceedings of the Web Information Systems and Applications, 2020

2019
Cooperative Hybrid Semi-Supervised Learning for Text Sentiment Classification.
Symmetry, 2019

Local dense mixed region cutting + global rebalancing: a method for imbalanced text sentiment classification.
Int. J. Mach. Learn. Cybern., 2019

XLORE2: Large-scale Cross-lingual Knowledge Graph Construction and Application.
Data Intell., 2019

KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation.
CoRR, 2019

Domain Adaptive Question Answering over Knowledge Base.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Event-Oriented Wiki Document Generation.
Proceedings of the Semantic Technology - 9th Joint International Conference, 2019

DSEL: A Domain-Specific Entity Linking System.
Proceedings of the Semantic Technology - 9th Joint International Conference, 2019

Knowledge-Enhanced Bilingual Textual Representations for Cross-Lingual Semantic Textual Similarity.
Proceedings of the Data Science, 2019

Imposing Category Trees Onto Word-Embeddings Using A Geometric Construction.
Proceedings of the 7th International Conference on Learning Representations, 2019

HMEAE: Hierarchical Modular Event Argument Extraction.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Fine-Grained Entity Typing via Hierarchical Multi Graph Convolutional Networks.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Explainable and Explicit Visual Reasoning Over Scene Graphs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning Multilingual Sentence Embeddings from Monolingual Corpus.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Leveraging Multi-head Attention Mechanism to Improve Event Detection.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

How Important Is POS to Dependency Parsing? Joint POS Tagging and Dependency Parsing Neural Networks.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Overview of CCKS 2018 Task 1: Named Entity Recognition in Chinese Electronic Medical Records.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Computing and Language Understanding, 2019

Course Concept Expansion in MOOCs with External Knowledge and Interactive Game.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Multi-Channel Graph Neural Network for Entity Alignment.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Learning to Embed Sentences Using Attentive Recursive Trees.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Triple Classification Using Regions and Fine-Grained Entity Typing.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Learning to Infer Competitive Relationships in Heterogeneous Networks.
ACM Trans. Knowl. Discov. Data, 2018

Category Multi-representation: A Unified Solution for Named Entity Recognition in Clinical Texts.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Differentiating Concepts and Instances for Knowledge Graph Embedding.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

OpenKE: An Open Toolkit for Knowledge Embedding.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018

Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Is a Common Phrase an Entity Mention or Not? Dual Representations for Domain-Specific Named Entity Recognition.
Proceedings of the Database Systems for Advanced Applications, 2018

Attributed and Predictive Entity Embedding for Fine-Grained Entity Typing in Knowledge Bases.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Neural Collective Entity Linking.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Metadata Extraction for Scientific Papers.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2018

Type Hierarchy Enhanced Heterogeneous Network Embedding for Fine-Grained Entity Typing in Knowledge Bases.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2018

Predicting Concept-Based Research Trends with Rhetorical Framing.
Proceedings of the Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding, 2018

2017
Fast and Flexible Top-<i>k</i> Similarity Search on Large Networks.
ACM Trans. Inf. Syst., 2017

Learning to Align Comments to News Topics.
ACM Trans. Inf. Syst., 2017

Adaptive online event detection in news streams.
Knowl. Based Syst., 2017

Ensemble method to joint inference for knowledge extraction.
Expert Syst. Appl., 2017

Cross-Lingual Infobox Alignment in Wikipedia Using Entity-Attribute Factor Graph.
Proceedings of the Semantic Web - ISWC 2017, 2017

Course Concept Extraction in MOOCs via Embedding-Based Graph Propagation.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

On Modeling Sense Relatedness in Multi-prototype Word Embedding.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

XLink: An Unsupervised Bilingual Entity Linking System.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2017

Prerequisite Relation Learning for Concepts in MOOCs.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

StructInf: Mining Structural Influence from Social Streams.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
RiMOM-IM: A Novel Iterative Framework for Instance Matching.
J. Comput. Sci. Technol., 2016

Feature Engineering and Ensemble Modeling for Paper Acceptance Rank Prediction.
CoRR, 2016

Knowledge Fragment Enrichment Using Domain Knowledge Base.
Proceedings of the Social Media Processing - 5th National Conference, 2016

RiMOM results for OAEI 2016.
Proceedings of the 11th International Workshop on Ontology Matching co-located with the 15th International Semantic Web Conference (ISWC 2016), 2016

Detecting Public Influence on News Using Topic-Aware Dynamic Granger Test.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Domain Specific Cross-Lingual Knowledge Linking Based on Similarity Flooding.
Proceedings of the Knowledge Science, Engineering and Management, 2016

Text-Enhanced Representation Learning for Knowledge Graph.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Domain-Specific Entity Linking via Fake Named Entity Detection.
Proceedings of the Database Systems for Advanced Applications, 2016

Graph-Based Jointly Modeling Entity Detection and Linking in Domain-Specific Area.
Proceedings of the Knowledge Graph and Semantic Computing: Semantic, Knowledge, and Linked Big Data, 2016

Boosting to Build a Large-Scale Cross-Lingual Ontology.
Proceedings of the Knowledge Graph and Semantic Computing: Semantic, Knowledge, and Linked Big Data, 2016

2015
Semantic Mining of Social Networks
Synthesis Lectures on the Semantic Web: Theory and Technology, Morgan & Claypool Publishers, ISBN: 978-3-031-79462-9, 2015

Who Influenced You? Predicting Retweet via Social Influence Locality.
ACM Trans. Knowl. Discov. Data, 2015

Labeling clusters from both linguistic and statistical perspectives: A hybrid approach.
Knowl. Based Syst., 2015

Incremental learning from news events.
Knowl. Based Syst., 2015

NewsMiner: Multifaceted news analysis for event search.
Knowl. Based Syst., 2015

A multi-objective evolutionary algorithm for feature selection based on mutual information with a new redundancy measure.
Inf. Sci., 2015

Cross-Lingual Cross-Media Content Linking: Annotations and Joint Representations (Dagstuhl Seminar 15201).
Dagstuhl Reports, 2015

RDF2Rules: Learning Rules from RDF Knowledge Bases by Mining Frequent Predicate Cycles.
CoRR, 2015

RiMOM results for OAEI 2015.
Proceedings of the 10th International Workshop on Ontology Matching collocated with the 14th International Semantic Web Conference (ISWC 2015), 2015

o-HETM: An Online Hierarchical Entity Topic Model for News Streams.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Panther: Fast Top-k Similarity Search on Large Networks.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Entity Matching across Heterogeneous Sources.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Name List Only? Target Entity Disambiguation in Short Texts.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Measuring the Influence from User-Generated Content to News via Cross-dependence Topic Modeling.
Proceedings of the Database Systems for Advanced Applications, 2015

Learning Topic Hierarchies for Wikipedia Categories.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

RAIN: Social Role-Aware Information Diffusion.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Typicality-Based Collaborative Filtering Recommendation.
IEEE Trans. Knowl. Data Eng., 2014

Introduction to the Special Issue on Linking Social Granularity and Functions.
ACM Trans. Intell. Syst. Technol., 2014

Generalized multipath planning model for ride-sharing systems.
Frontiers Comput. Sci., 2014

The design of a live social observatory system.
Proceedings of the 23rd International World Wide Web Conference, 2014

NEI: A Framework for Dynamic News Event Exploration and Visualization.
Proceedings of the 7th International Symposium on Visual Information Communication and Interaction, 2014

RiMOM-IM results for OAEI 2014.
Proceedings of the 9th International Workshop on Ontology Matching collocated with the 13th International Semantic Web Conference (ISWC 2014), 2014

Enhance Social Context Understanding with Semantic Chunks.
Proceedings of the Natural Language Processing and Chinese Computing, 2014

Personalized Model Combination for News Recommendation in Microblogs.
Proceedings of the Semantic Technology - 4th Joint International Conference, 2014

On Modelling Non-linear Topical Dependencies.
Proceedings of the 31th International Conference on Machine Learning, 2014

Forecasting Potential Diabetes Complications.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

How Do Your Friends on Social Media Disclose Your Emotions?
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Cross-Lingual Knowledge Validation Based Taxonomy Derivation from Heterogeneous Online Wikis.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Role-Aware Conformity Modeling and Analysis in Social Networks.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

A Driver and Riders Matching Approach.
Proceedings of the 11th Web Information System and Application Conference, 2014

Conclusions and a Road Map for Future Developments.
Proceedings of the Mining User Generated Content., 2014

Mining User Generated Content and Its Applications.
Proceedings of the Mining User Generated Content., 2014

2013
A unified approach to matching semantic data on the Web.
Knowl. Based Syst., 2013

Large scale instance matching via multiple indexes and candidate selection.
Knowl. Based Syst., 2013

RiMOM2013 results for OAEI 2013.
Proceedings of the 8th International Workshop on Ontology Matching co-located with the 12th International Semantic Web Conference (ISWC 2013), 2013

Discovering Missing Semantic Relations between Entities in Wikipedia.
Proceedings of the Semantic Web - ISWC 2013, 2013

XLore: A Large-scale English-Chinese Bilingual Knowledge Graph.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

Incorporating Entities in News Topic Modeling.
Proceedings of the Natural Language Processing and Chinese Computing, 2013

Term Committee Based Event Identification and Dependency Discovery.
Proceedings of the Trustworthy Computing and Services, 2013

A Semantics Enabled Intelligent Semi-structured Document Processor.
Proceedings of the Trustworthy Computing and Services, 2013

Social Influence Locality for Modeling Retweeting Behaviors.
Proceedings of the IJCAI 2013, 2013

Boosting Cross-Lingual Knowledge Linking via Concept Annotation.
Proceedings of the IJCAI 2013, 2013

What Users Care About: A Framework for Social Content Alignment.
Proceedings of the IJCAI 2013, 2013

Toward Ontology Representation and Reasoning for News.
Proceedings of the Linked Data and Knowledge Graph, 2013

Evaluating Article Quality and Editor Reputation in Wikipedia.
Proceedings of the Linked Data and Knowledge Graph, 2013

Community Based User Behavior Analysis on Daily Mobile Internet Usage.
Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013

Transfer Learning Based Cross-lingual Knowledge Extraction for Wikipedia.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Knowledge extraction from Chinese wiki encyclopedias.
J. Zhejiang Univ. Sci. C, 2012

The dynamic features of Delicious, Flickr, and YouTube.
J. Assoc. Inf. Sci. Technol., 2012

Cross-lingual knowledge linking across wiki knowledge bases.
Proceedings of the 21st World Wide Web Conference 2012, 2012

Plink-LDA: Using Link as Prior Information in Topic Modeling.
Proceedings of the Database Systems for Advanced Applications, 2012

Co-mention and Context-Based Entity Linking.
Proceedings of the Semantic Web and Web Science, 2012

Inferring Public and Private Topics for Similar Events.
Proceedings of the Semantic Web and Web Science, 2012

Qualitative Cognition for Uncertainty Knowledge Using Cloud Model.
Proceedings of the Semantic Web and Web Science, 2012

Mining competitive relationships by learning across heterogeneous networks.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Ride-Sharing: A Multi Source-Destination Path Planning Approach.
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

A Mathematical Model for Human Flesh Search Engine.
Proceedings of the Web Technologies and Applications, 2012

Exploration and Visualization of Administrator Network in Wikipedia.
Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012

Personalized Diversity Search Based on User's Social Relationships.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

2011
Social Community Analysis via a Factor Graph Model.
IEEE Intell. Syst., 2011

Social context summarization.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Building a Large Scale Knowledge Base from Chinese Wiki Encyclopedia.
Proceedings of the Semantic Web - Joint International Semantic Technology Conference, 2011

2010
Service Data Correlation Modeling and Its Application in Data-Driven Service Composition.
IEEE Trans. Serv. Comput., 2010

Temporal expert finding through generalized time topic modeling.
Knowl. Based Syst., 2010

A constraint-based topic modeling approach for name disambiguation.
Frontiers Comput. Sci. China, 2010

Knowledge discovery through directed probabilistic topic models: a survey.
Frontiers Comput. Sci. China, 2010

Modeling Ontology of Folksonomy with Latent Semantics of Tags.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

RiMOM results for OAEI 2010.
Proceedings of the 5th International Workshop on Ontology Matching (OM-2010), 2010

TyCo: Towards Typicality-based Collaborative Filtering Recommendation.
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

Term Filtering with Bounded Error.
Proceedings of the ICDM 2010, 2010

Understanding retweeting behaviors in social networks.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Community-based topic modeling for social tagging.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Recommendation based on object typicality.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
RiMOM: A Dynamic Multistrategy Ontology Alignment Framework.
IEEE Trans. Knowl. Data Eng., 2009

SWSCF: A Semantic-based Web Service Composition Framework.
J. Networks, 2009

System Pi: A Native RDF Repository Based on the Hypergraph Representation for RDF Data Model.
J. Comput. Sci. Technol., 2009

Discovering the staring people from social networks.
Proceedings of the 18th International Conference on World Wide Web, 2009

Topic-Level Random Walk through Probabilistic Model.
Proceedings of the Advances in Data and Web Management, Joint International Conferences, 2009

A Generalized Topic Modeling Approach for Maven Search.
Proceedings of the Advances in Data and Web Management, Joint International Conferences, 2009

Query-Focused Summarization by Combining Topic Model and Affinity Propagation.
Proceedings of the Advances in Data and Web Management, Joint International Conferences, 2009

A gauss function based approach for unbalanced ontology matching.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

RiMOM Results for OAEI 2009.
Proceedings of the 4th International Workshop on Ontology Matching (OM-2009) collocated with the 8th International Semantic Web Conference (ISWC-2009) Chantilly, 2009

Actively Learning Ontology Matching via User Interaction.
Proceedings of the Semantic Web - ISWC 2009, 8th International Semantic Web Conference, 2009

Conference Mining via Generalized Topic Modeling.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Exploiting Temporal Authors Interests via Temporal-Author-Topic Modeling.
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

Swarms.
Proceedings of the Semantic Web for Knowledge and Data Management, 2009

2008
Arnetminer: expertise oriented search using social networks.
Frontiers Comput. Sci. China, 2008

System II: a hypergraph based native rdf repository.
Proceedings of the 17th International Conference on World Wide Web, 2008

A unified framework for name disambiguation.
Proceedings of the 17th International Conference on World Wide Web, 2008

Extraction and mining of an academic social network.
Proceedings of the 17th International Conference on World Wide Web, 2008

WWW 2008 workshop on social web search and mining: SWSM2008.
Proceedings of the 17th International Conference on World Wide Web, 2008

Path Similarity Based Directory Ontology Matching.
Proceedings of the Ninth International Conference on Web-Age Information Management, 2008

Recommendation over a Heterogeneous Social Network.
Proceedings of the Ninth International Conference on Web-Age Information Management, 2008

System II: A Native RDF Repository Based on the Hypergraph Representation for RDF Data Model.
Proceedings of the Ninth International Conference on Web-Age Information Management, 2008

Name Disambiguation Using Atomic Clusters.
Proceedings of the Ninth International Conference on Web-Age Information Management, 2008

RiMOM Results for OAEI 2008.
Proceedings of the 3rd International Workshop on Ontology Matching (OM-2008) Collocated with the 7th International Semantic Web Conference (ISWC-2008), 2008

Identifying Potentially Important Concepts and Relations in an Ontology.
Proceedings of the Semantic Web - ISWC 2008, 7th International Semantic Web Conference, 2008

Translating OWL Specified Domain Knowledge to Aspect Oriented Model.
Proceedings of the Twentieth International Conference on Software Engineering & Knowledge Engineering (SEKE'2008), 2008

A Mixture Model for Expert Finding.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Term Committee Based Event Identification within News Topics.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

ArnetMiner: extraction and mining of academic social networks.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Automatic Service Composition Based on Enhanced Service Dependency Graph.
Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

Academic conference homepage understanding using constrained hierarchical conditional random fields.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
EOS: expertise oriented search using social networks.
Proceedings of the 16th International Conference on World Wide Web, 2007

Inheritance-Aware Document-Driven Service Composition.
Proceedings of the 9th IEEE International Conference on E-Commerce Technology (CEC 2007) / 4th IEEE International Conference on Enterprise Computing, 2007

A Unified Approach to Researcher Profiling.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Enhancing Semantic Web by Semantic Annotation: Experiences in Building an Automatic Conference Calendar.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

SWRank: An Approach for Ranking Semantic Web Reversely and Consistently.
Proceedings of the Third International Conference on Semantics, 2007

ArnetMiner: An Expertise Oriented Search System for Web Community.
Proceedings of the Semantic Web Challenge 2007 co-located with ISWC 2007 + ASWC 2007, 2007

Result of Ontology Alignment with RiMOM at OAEI'07.
Proceedings of the 2nd International Workshop on Ontology Matching (OM-2007) Collocated with the 6th International Semantic Web Conference (ISWC-2007) and the 2nd Asian Semantic Web Conference (ASWC-2007), 2007

Ontology-Based Test Case Generation for Testing Web Services.
Proceedings of the International Symposium on Autonomous Decentralized Systems (ISADS 2007), 2007

Two extensions of service description to enhance the scalability of SOA.
Proceedings of the 2nf International Conference on Scalable Information Systems, 2007

Expert Finding in a Social Network.
Proceedings of the Advances in Databases: Concepts, 2007

Verification of Web Service Conversations Specified in WSCL.
Proceedings of the 31st Annual International Computer Software and Applications Conference, 2007

A constraint-based probabilistic framework for name disambiguation.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

2006
Using Bayesian decision for ontology mapping.
J. Web Semant., 2006

A Semantic Matchmaker for Ranking Web Services.
J. Comput. Sci. Technol., 2006

Logical structure based semantic relationship extraction from semi-structured documents.
Proceedings of the 15th international conference on World Wide Web, 2006

Keyword Extraction Using Support Vector Machine.
Proceedings of the Advances in Web-Age Information Management, 2006

SWARMS: A New Tool for Domain Exploration in Semantic Web.
Proceedings of the 2006 International Conference on Semantics, 2006

Tree-Structured Conditional Random Fields for Semantic Annotation.
Proceedings of the Semantic Web - ISWC 2006, 5th International Semantic Web Conference, 2006

Result of Ontology Alignment with RiMOM at OAEI'06.
Proceedings of the 1st International Workshop on Ontology Matching (OM-2006) Collocated with the 5th International Semantic Web Conference (ISWC-2006), 2006

Adapting Prime Number Labeling Scheme for Directed Acyclic Graphs.
Proceedings of the Database Systems for Advanced Applications, 2006

A Composition Oriented and Graph-Based Service Search Method.
Proceedings of the Semantic Web, 2006

Semantic Annotation Using Horizontal and Vertical Contexts.
Proceedings of the Semantic Web, 2006

Weighted Ontology-Based Search Exploiting Semantic Similarity.
Proceedings of the Frontiers of WWW Research and Development, 2006

Transforming Heterogeneous Messages Automatically in Web Service Composition.
Proceedings of the Frontiers of WWW Research and Development, 2006

Semantic Similarity Based Ontology Cache.
Proceedings of the Frontiers of WWW Research and Development, 2006

Table Detection from Plain Text Using Machine Learning and Document Structure.
Proceedings of the Frontiers of WWW Research and Development, 2006

2005
iASA: Learning to Annotate the Semantic Web.
J. Data Semant., 2005

Association search in semantic web: search + inference.
Proceedings of the 14th international conference on World Wide Web, 2005

List Data Extraction in Semi-structured Document.
Proceedings of the Web Information Systems Engineering, 2005

Web service annotation using ontology mapping.
Proceedings of the 2005 IEEE International Workshop on Service-Oriented System Engineering (SOSE 2005), 2005

Ontology assisted Web services discovery.
Proceedings of the 2005 IEEE International Workshop on Service-Oriented System Engineering (SOSE 2005), 2005

Interactive service composition in SEWSIP.
Proceedings of the 2005 IEEE International Workshop on Service-Oriented System Engineering (SOSE 2005), 2005

SEWSIP: semantic based Web services integration in P2P.
Proceedings of the 2005 IEEE International Workshop on Service-Oriented System Engineering (SOSE 2005), 2005

Web services searching based on domain ontology.
Proceedings of the 2005 IEEE International Workshop on Service-Oriented System Engineering (SOSE 2005), 2005

Feature-Correlation Based Multi-view Detection.
Proceedings of the Computational Science and Its Applications, 2005

Discovery and Query: Two Semantic Processes for Web Services.
Proceedings of the Challenges of Expanding Internet: E-Commerce, 2005

2004
Modeling and Implementation of Unified Semantic Web Platform.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Using DAML+OIL to Enhance Search Semantic.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Keyword Extraction Based Peer Clustering.
Proceedings of the Grid and Cooperative Computing, 2004

Semantic Based Web Services Discovery.
Proceedings of the Content Computing, Advanced Workshop on Content Computing, 2004

A Component Retrieval Method Based on Facet-Weight Self-learning.
Proceedings of the Content Computing, Advanced Workshop on Content Computing, 2004

Risk Minimization Based Ontology Mapping.
Proceedings of the Content Computing, Advanced Workshop on Content Computing, 2004

Loss Minimization Based Keyword Distillation.
Proceedings of the Advanced Web Technologies and Applications, 2004

MDC-Based Grey-Box Component Modeling and Prediction Analysis.
Proceedings of the 11th Asia-Pacific Software Engineering Conference (APSEC 2004), 30 November, 2004

2003
Research of Atomic and Anonymous Electronic Commerce Protocol.
Proceedings of the Rough Sets, 2003

Asynchronous Communication For Complicated E-Commerce Applications.
Proceedings of the 3rd International Conference on Quality Software (QSIC 2003), 2003

Research of Satisfying Atomic and Anonymous Electronic Commerce Protocol.
Proceedings of the Grid and Cooperative Computing, Second International Workshop, 2003

Knowledge Sharing by Grid Technology.
Proceedings of the Grid and Cooperative Computing, Second International Workshop, 2003

Building a Large Chinese Corpus Annotated with Semantic Dependency.
Proceedings of the Second Workshop on Chinese Language Processing, 2003

1999
A Model for Word Sense Disambiguation.
Int. J. Comput. Linguistics Chin. Lang. Process., 1999


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