Kang Liu

Orcid: 0000-0002-6083-8433

Affiliations:
  • Chinese Academy of Sciences, Institute of Automation, National Laboratory of Pattern Recognition, Beijing, China (PhD 2010)


According to our database1, Kang Liu authored at least 239 papers between 2007 and 2024.

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

Timeline

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Bibliography

2024
Editorial for Special Issue on Commonsense Knowledge and Reasoning: Representation, Acquisition and Applications.
Mach. Intell. Res., April, 2024

Information bottleneck based knowledge selection for commonsense reasoning.
Inf. Sci., March, 2024

Explanation Guided Knowledge Distillation for Pre-trained Language Model Compression.
ACM Trans. Asian Low Resour. Lang. Inf. Process., February, 2024

Enhancing Large Language Models with Pseudo- and Multisource- Knowledge Graphs for Open-ended Question Answering.
CoRR, 2024

2023
Unsupervised Domain Adaptation on Sentence Matching Through Self-Supervision.
J. Comput. Sci. Technol., December, 2023

Unsupervised Dialogue State Tracking for End-to-End Task-Oriented Dialogue with a Multi-Span Prediction Network.
J. Comput. Sci. Technol., July, 2023

A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development.
IEEE CAA J. Autom. Sinica, May, 2023

Towards Automatically Localizing Function Errors in Mobile Apps With User Reviews.
IEEE Trans. Software Eng., April, 2023

Script Event Prediction via Multilingual Event Graph Networks.
ACM Trans. Asian Low Resour. Lang. Inf. Process., January, 2023

Multi-Turn and Multi-Granularity Reader for Document-Level Event Extraction.
ACM Trans. Asian Low Resour. Lang. Inf. Process., January, 2023

Bidirectional Sentence Ordering with Interactive Decoding.
ACM Trans. Asian Low Resour. Lang. Inf. Process., January, 2023

Oasis: Data Curation and Assessment System for Pretraining of Large Language Models.
CoRR, 2023

S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models.
CoRR, 2023

TableQAKit: A Comprehensive and Practical Toolkit for Table-based Question Answering.
CoRR, 2023

HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering.
CoRR, 2023

MMHQA-ICL: Multimodal In-context Learning for Hybrid Question Answering over Text, Tables and Images.
CoRR, 2023

Prompting Vision Language Model with Knowledge from Large Language Model for Knowledge-Based VQA.
CoRR, 2023

Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons.
CoRR, 2023

LMTuner: An user-friendly and highly-integrable Training Framework for fine-tuning Large Language Models.
CoRR, 2023

Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database.
CoRR, 2023

S<sup>3</sup>HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering.
CoRR, 2023

Large Language Models Need Holistically Thought in Medical Conversational QA.
CoRR, 2023

Multi-View Graph Representation Learning for Answering Hybrid Numerical Reasoning Question.
CoRR, 2023

Neural Comprehension: Language Models with Compiled Neural Networks.
CoRR, 2023

Knowledge Reasoning via Jointly Modeling Knowledge Graphs and Soft Rules.
CoRR, 2023

What Events Do Pre-trained Language Models Learn from Text? Probing Event-Based Commonsense Knowledge by Confidence Sorting.
Proceedings of the Natural Language Processing and Chinese Computing, 2023

Multi-Target Semantic Parsing with Collaborative Deliberation Network.
Proceedings of the Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023, 2023

Learning to Build Reasoning Chains by Reliable Path Retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2023

ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Large Language Models are Better Reasoners with Self-Verification.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Generative Calibration for In-context Learning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Event Ontology Completion with Hierarchical Structure Evolution Networks.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Find Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

On the Effects of Structural Modeling for Neural Semantic Parsing.
Proceedings of the 27th Conference on Computational Natural Language Learning, 2023

Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Learning with Partial Annotations for Event Detection.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Class Lifelong Learning for Intent Detection via Structure Consolidation Networks.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Interpreting Sentiment Composition with Latent Semantic Tree.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Event Process Typing via Hierarchical Optimal Transport.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Zero-Shot Cross-Lingual Event Argument Extraction with Language-Oriented Prefix-Tuning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Using Pre-trained Language Model to Enhance Active Learning for Sentence Matching.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022

Large Language Models are reasoners with Self-Verification.
CoRR, 2022

Generating Hierarchical Explanations on Text Classification Without Connecting Rules.
CoRR, 2022

ReasonChainQA: Text-based Complex Question Answering with Explainable Evidence Chains.
CoRR, 2022

LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs.
CoRR, 2022

Example-guided stylized response generation in zero-shot setting.
Sci. China Inf. Sci., 2022

LingJing at SemEval-2022 Task 3: Applying DeBERTa to Lexical-level Presupposed Relation Taxonomy with Knowledge Transfer.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs.
Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

CN-AutoMIC: Distilling Chinese Commonsense Knowledge from Pretrained Language Models.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding.
Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence Approach.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Generating Temporally-ordered Event Sequences via Event Optimal Transport.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

CMQA: A Dataset of Conditional Question Answering with Multiple-Span Answers.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

CASIA@SMM4H'22: A Uniform Health Information Mining System for Multilingual Social Media Texts.
Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

Can We Really Trust Explanations? Evaluating the Stability of Feature Attribution Explanation Methods via Adversarial Attack.
Proceedings of the Chinese Computational Linguistics - 21st China National Conference, 2022

PEMP: Leveraging Physics Properties to Enhance Molecular Property Prediction.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Learning to Answer Complex Visual Questions from Multi-View Analysis.
Proceedings of the CCKS 2022 - Evaluation Track, 2022

Leveraging Explicit Lexico-logical Alignments in Text-to-SQL Parsing.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

Logic Traps in Evaluating Attribution Scores.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Incremental Intent Detection for Medical Domain with Contrast Replay Networks.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021
Enhancing unsupervised medical entity linking with multi-instance learning.
BMC Medical Informatics Decis. Mak., 2021

Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion.
BMC Medical Informatics Decis. Mak., 2021

Heterogeneous Relational Graph Neural Networks with Adaptive Objective for End-to-End Task-Oriented Dialogue.
Knowl. Based Syst., 2021

A Unified Shared-Private Network with Denoising for Dialogue State Tracking.
J. Comput. Sci. Technol., 2021

Semi-Supervised Noisy Label Learning for Chinese Clinical Named Entity Recognition.
Data Intell., 2021

ADBCMM : Acronym Disambiguation by Building Counterfactuals and Multilingual Mixing.
CoRR, 2021

The Logic Traps in Evaluating Post-hoc Interpretations.
CoRR, 2021

Lifelong Intent Detection via Multi-Strategy Rebalancing.
CoRR, 2021

Incorporate Lexicon into Self-training: A Distantly Supervised Chinese Medical NER.
Proceedings of the Natural Language Processing and Chinese Computing, 2021

Knowledge Guided Metric Learning for Few-Shot Text Classification.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021

Biomedical Concept Normalization by Leveraging Hypernyms.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Set Generation Networks for End-to-End Knowledge Base Population.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Distantly Supervised Relation Extraction in Federated Settings.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Enhancing Multiple-choice Machine Reading Comprehension by Punishing Illogical Interpretations.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Multi-strategy Knowledge Distillation Based Teacher-Student Framework for Machine Reading Comprehension.
Proceedings of the Chinese Computational Linguistics - 20th China National Conference, 2021

Topic Knowledge Acquisition and Utilization for Machine Reading Comprehension in Social Media Domain.
Proceedings of the Chinese Computational Linguistics - 20th China National Conference, 2021

Multi-Task Self-Supervised Learning for Script Event Prediction.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Multi-Sentence Argument Linking via An Event-Aware Hierarchical Encoder.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Uncertainty-Aware Self-Training for Semi-Supervised Event Temporal Relation Extraction.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Does BERT Know Which Answer Beyond the Question?
Proceedings of the CCKS 2021 - Evaluation Track, 2021

Toward a Better Text Data Augmentation via Filtering and Transforming Augmented Instances.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction, 2021

NSRL: Named Entity Recognition with Noisy Labels via Selective Review Learning.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction, 2021

Enhance Both Text and Label: Combination Strategies for Improving the Generalization Ability of Medical Entity Extraction.
Proceedings of the CCKS 2021 - Evaluation Track, 2021

Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Document-level Event Extraction via Parallel Prediction Networks.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

A Large-Scale Chinese Multimodal NER Dataset with Speech Clues.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

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

Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Joint Entity and Relation Extraction with Set Prediction Networks.
CoRR, 2020

Event Coreference Resolution via a Multi-loss Neural Network without Using Argument Information.
CoRR, 2020

Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA.
CoRR, 2020

Extracting Events and Their Relations from Texts: A Survey on Recent Research Progress and Challenges.
AI Open, 2020

Reconstructing Event Regions for Event Extraction via Graph Attention Networks.
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

Scene Restoring for Narrative Machine Reading Comprehension.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Event Extraction as Machine Reading Comprehension.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Graph-Based Knowledge Integration for Question Answering over Dialogue.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Pre-trained Language Model Based Active Learning for Sentence Matching.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Towards Causal Explanation Detection with Pyramid Salient-Aware Network.
Proceedings of the Chinese Computational Linguistics - 19th China National Conference, CCL 2020, Hainan, China, October 30, 2020

Chinese Named Entity Recognition via Adaptive Multi-pass Memory Network with Hierarchical Tagging Mechanism.
Proceedings of the Chinese Computational Linguistics - 19th China National Conference, CCL 2020, Hainan, China, October 30, 2020

Meta Learning for Event Argument Extraction via Domain-Specific Information Enhanced.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph and Cognitive Intelligence, 2020

MIE: A Medical Information Extractor towards Medical Dialogues.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Capturing Sentence Relations for Answer Sentence Selection with Multi-Perspective Graph Encoding.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Copy-Enhanced Heterogeneous Information Learning for Dialogue State Tracking.
CoRR, 2019

Event co-reference resolution via a multi-loss neural network without using argument information.
Sci. China Inf. Sci., 2019

Document Gated Reader for Open-Domain Question Answering.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Variational Attention for Commonsense Knowledge Aware Conversation Generation.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Attention-Based Direct Interaction Model for Knowledge Graph Embedding.
Proceedings of the Semantic Technology - 9th Joint International Conference, 2019

Unsupervised Story Comprehension with Hierarchical Encoder-Decoder.
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Machine Reading Comprehension Using Structural Knowledge Graph-aware Network.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Neural Cross-Lingual Event Detection with Minimal Parallel Resources.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots.
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Relation and Fact Type Supervised Knowledge Graph Embedding via Weighted Scores.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Reconstructed Option Rereading Network for Opinion Questions Reading Comprehension.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Utterance Alignment in Custom Service by Integer Programming.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Adaptive Multilingual Representations for Cross-Lingual Entity Linking with Attention on Entity Descriptions.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Computing and Language Understanding, 2019

AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic Parsing.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response Generation.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Exploiting the Ground-Truth: An Adversarial Imitation Based Knowledge Distillation Approach for Event Detection.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Learning to Align Question and Answer Utterances in Customer Service Conversation with Recurrent Pointer Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Curriculum Learning for Natural Answer Generation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Localizing Function Errors in Mobile Apps with User Reviews.
Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018

Pattern-revising Enhanced Simple Question Answering over Knowledge Bases.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Learning to Detect Verbose Expressions in Spoken Texts.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2018

Deep Semantic Hashing with Multi-Adversarial Training.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Adversarial Training for Relation Classification with Attention Based Gate Mechanism.
Proceedings of the Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding, 2018

DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data.
Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Large Scaled Relation Extraction With Reinforcement Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Event Detection via Gated Multilingual Attention Mechanism.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Detecting Deceptive Review Spam via Attention-Based Neural Networks.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

IJCNLP-2017 Task 5: Multi-choice Question Answering in Examinations.
Proceedings of the IJCNLP 2017, Shared Tasks, Taipei, Taiwan, November 27, 2017

Conditional Generative Adversarial Networks for Commonsense Machine Comprehension.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Unsupervised Joint Entity Linking over Question Answering Pair with Global Knowledge.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2017

Improving Event Detection via Information Sharing Among Related Event Types.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2017

Attention-Based Event Relevance Model for Stock Price Movement Prediction.
Proceedings of the Knowledge Graph and Semantic Computing. Language, Knowledge, and Intelligence, 2017

Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Automatically Labeled Data Generation for Large Scale Event Extraction.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
How to Generate a Good Word Embedding.
IEEE Intell. Syst., 2016

Question Answering over Knowledge Base with Neural Attention Combining Global Knowledge Information.
CoRR, 2016

Sentiment Analysis: Mining Opinions, Sentiments, and Emotions.
Comput. Linguistics, 2016

Employing External Rich Knowledge for Machine Comprehension.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Mining Inference Formulas by Goal-Directed Random Walks.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Learning to Represent Review with Tensor Decomposition for Spam Detection.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Event Extraction via Bidirectional Long Short-Term Memory Tensor Neural Networks.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2016

Link Prediction via Mining Markov Logic Formulas to Improve Social Recommendation.
Proceedings of the Knowledge Graph and Semantic Computing: Semantic, Knowledge, and Linked Big Data, 2016

A Joint Embedding Method for Entity Alignment of Knowledge Bases.
Proceedings of the Knowledge Graph and Semantic Computing: Semantic, Knowledge, and Linked Big Data, 2016

Inner Attention based Recurrent Neural Networks for Answer Selection.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Leveraging FrameNet to Improve Automatic Event Detection.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

A Joint Model for Question Answering over Multiple Knowledge Bases.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Knowledge Graph Completion with Adaptive Sparse Transfer Matrix.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Co-Extracting Opinion Targets and Opinion Words from Online Reviews Based on the Word Alignment Model.
IEEE Trans. Knowl. Data Eng., 2015

Question Answering over Knowledge Bases.
IEEE Intell. Syst., 2015

How to Generate a Good Word Embedding?
CoRR, 2015

Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Large-scale Knowledge Base Completion: Inferring via Grounding Network Sampling over Selected Instances.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Learning to Represent Knowledge Graphs with Gaussian Embedding.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Sentiment-Aspect Extraction based on Restricted Boltzmann Machines.
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

Knowledge Graph Embedding via Dynamic Mapping Matrix.
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

Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks.
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

Recurrent Convolutional Neural Networks for Text Classification.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Question Answering over Linked Data Using First-order Logic.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Relation Classification via Convolutional Deep Neural Network.
Proceedings of the COLING 2014, 2014

Joint Opinion Relation Detection Using One-Class Deep Neural Network.
Proceedings of the COLING 2014, 2014

Exploring Fine-grained Entity Type Constraints for Distantly Supervised Relation Extraction.
Proceedings of the COLING 2014, 2014

Ontology Matching with Word Embeddings.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2014

Distant Supervision for Relation Extraction via Sparse Representation.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2014

Learning the Distinctive Pattern Space Features for Relation Extraction.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2014

CASIA@V2: A MLN-based Question Answering System over Linked Data.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Product Feature Mining: Semantic Clues versus Syntactic Constituents.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Extracting Opinion Targets and Opinion Words from Online Reviews with Graph Co-ranking.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Knowledge Extraction from Wikis/BBS/Blogs/News Web Sites.
Proceedings of the Mining User Generated Content., 2014

2013
Walk and learn: a two-stage approach for opinion words and opinion targets co-extraction.
Proceedings of the 22nd International World Wide Web Conference, 2013

The CASIA Entity linking System at TAC 2013.
Proceedings of the Sixth Text Analysis Conference, 2013

IAMA 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

Attribute Relation Extraction from Template-inconsistent Semi-structured Text by Leveraging Site-level Knowledge.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

A Weakly Supervised Bayesian Model for Violence Detection in Social Media.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Cross Lingual Entity Linking with Bilingual Topic Model.
Proceedings of the IJCAI 2013, 2013

Opinion Target Extraction Using Partially-Supervised Word Alignment Model.
Proceedings of the IJCAI 2013, 2013

CASIA@QALD-3: A Question Answering System over Linked Data.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Exploring Distinctive Features in Distant Supervision for Relation Extraction.
Proceedings of the Information Retrieval Technology, 2013

Open Relation Mapping Based on Instances and Semantics Expansion.
Proceedings of the Information Retrieval Technology, 2013

Determining Relation Semantics by Mapping Relation Phrases to Knowledge Base.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

Mining Opinion Words and Opinion Targets in a Two-Stage Framework.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Syntactic Patterns versus Word Alignment: Extracting Opinion Targets from Online Reviews.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Hybrid Recommendation Models for Binary User Preference Prediction Problem.
Proceedings of KDD Cup 2011 competition, San Diego, CA, USA, 2011, 2012

The NLPRIR Entity Linking System at TAC 2012.
Proceedings of the Fifth Text Analysis Conference, 2012

Opinion Target Extraction Using Word-Based Translation Model.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Exploiting Bilingual Translation for Question Retrieval in Community-Based Question Answering.
Proceedings of the COLING 2012, 2012

Joint relevance and answer quality learning for question routing in community QA.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Topic-sensitive probabilistic model for expert finding in question answer communities.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Exploring the existing category hierarchy to automatically label the newly-arising topics in cQA.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Monolingual-Based Translation Model for Question Routing.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

Topical Authority Identification in Community Question Answering.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

Choosing Better Seeds for Entity Set Expansion by Leveraging Wikipedia Semantic Knowledge.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

Are Human-Input Seeds Good Enough for Entity Set Expansion? Seeds Rewriting by Leveraging Wikipedia Semantic Knowledge.
Proceedings of the Information Retrieval Technology, 2012

2011
The NLPR_TAC Entity Linking System at TAC 2011.
Proceedings of the Fourth Text Analysis Conference, 2011

Improving Dependency Parsing with Fined-Grained Features.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Learning the Latent Topics for Question Retrieval in Community QA.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Large-scale question classification in cQA by leveraging Wikipedia semantic knowledge.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Exploiting Web-Derived Selectional Preference to Improve Statistical Dependency Parsing.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

Phrase-Based Translation Model for Question Retrieval in Community Question Answer Archives.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2009
Cross-domain sentiment classification using a two-stage method.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

A Chinese-English Organization Name Translation System Using Heuristic Web Mining and Asymmetric Alignment.
Proceedings of the ACL 2009, 2009

2008
NLPR at Multilingual Opinion Analysis Task in NTCIR7.
Proceedings of the 7th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2008

Adding Redundant Features for CRFs-based Sentence Sentiment Classification.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Chinese-English Backward Transliteration Assisted with Mining Monolingual Web Pages.
Proceedings of the ACL 2008, 2008

2007
NLPR in TREC 2007 Blog Track.
Proceedings of The Sixteenth Text REtrieval Conference, 2007


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