Kun Xu

Orcid: 0000-0002-3863-344X

Affiliations:
  • Tencent AI Lab, Seattle, WA, USA
  • IBM Research, Yorktown Heights, NY, USA
  • Peking University, Institute of Computer Science Technology, China


According to our database1, Kun Xu authored at least 65 papers between 2011 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Structure-Aware Dialogue Modeling Methods for Conversational Semantic Role Labeling.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

Pyramidal Flow Matching for Efficient Video Generative Modeling.
CoRR, 2024

RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance.
CoRR, 2024

RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance.
CoRR, 2024

Harder Tasks Need More Experts: Dynamic Routing in MoE Models.
CoRR, 2024

Probing Multimodal Large Language Models for Global and Local Semantic Representation.
CoRR, 2024

Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Probing Multimodal Large Language Models for Global and Local Semantic Representations.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Harder Task Needs More Experts: Dynamic Routing in MoE Models.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
Discourse-Aware Graph Networks for Textual Logical Reasoning.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

A Step Closer to Comprehensive Answers: Constrained Multi-Stage Question Decomposition with Large Language Models.
CoRR, 2023

Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization.
CoRR, 2023

2022
CASA: Conversational Aspect Sentiment Analysis for Dialogue Understanding.
J. Artif. Intell. Res., 2022

Zero-shot Cross-lingual Conversational Semantic Role Labeling.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Learning a Grammar Inducer from Massive Uncurated Instructional Videos.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Conversational Semantic Role Labeling.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Distant Finetuning with Discourse Relations for Stance Classification.
Proceedings of the Natural Language Processing and Chinese Computing, 2021

Video-aided Unsupervised Grammar Induction.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Exophoric Pronoun Resolution in Dialogues with Topic Regularization.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Instance-adaptive training with noise-robust losses against noisy labels.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Joint Coreference Resolution and Character Linking for Multiparty Conversation.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Do Boat and Ocean Suggest Beach? Dialogue Summarization with External Knowledge.
Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

Domain-Adaptive Pretraining Methods for Dialogue Understanding.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

TexSmart: A System for Enhanced Natural Language Understanding.
Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis.
CoRR, 2020

Robust Dialogue Utterance Rewriting as Sequence Tagging.
CoRR, 2020

On the Role of Conceptualization in Commonsense Knowledge Graph Construction.
CoRR, 2020

DurIAN: Duration Informed Attention Network for Speech Synthesis.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Semantic Role Labeling Guided Multi-turn Dialogue ReWriter.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Structural Information Preserving for Graph-to-Text Generation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Relation Extraction Exploiting Full Dependency Forests.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
DurIAN: Duration Informed Attention Network For Multimodal Synthesis.
CoRR, 2019

Enhancing Key-Value Memory Neural Networks for Knowledge Based Question Answering.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Efficient Global String Kernel with Random Features: Beyond Counting Substructures.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Multiplex Word Embeddings for Selectional Preference Acquisition.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Multi-Granular Text Encoding for Self-Explaining Categorization.
Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2019

Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Lattice CNNs for Matching Based Chinese Question Answering.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
SQL-to-Text Generation with Graph-to-Sequence Model.
CoRR, 2018

Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks.
CoRR, 2018

Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

SQL-to-Text Generation with Graph-to-Sequence Model.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Word Mover's Embedding: From Word2Vec to Document Embedding.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2016
Enhancing Freebase Question Answering Using Textual Evidence.
CoRR, 2016

Hybrid Question Answering over Knowledge Base and Free Text.
Proceedings of the COLING 2016, 2016

Question Answering on Freebase via Relation Extraction and Textual Evidence.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Question Answering via Phrasal Semantic Parsing.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases.
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

What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Efficient processing of label-constraint reachability queries in large graphs.
Inf. Syst., 2014

Answering Natural Language Questions via Phrasal Semantic Parsing.
Proceedings of the Natural Language Processing and Chinese Computing, 2014

Answering Natural Language Questions via Phrasal Semantic Parsing.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

2012
Learning Chinese Entity Attributes from Online Encyclopedia.
Proceedings of the Web Technologies and Applications, 2012

2011
Answering label-constraint reachability in large graphs.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011


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