Daxin Jiang

发表

Deep LSTM based Feature Mapping for Query Classification

Yangyang Shi, Kaisheng Yao, Daxin Jiang, 2016, NAACL.

NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion

Jian Liang, Fan Yang, F. Yang, 2021, ECCV.

Constructing a Multidimensional Topic-Concept Cube for OLAP on Large-Scale Search Logs

Hang Li, J. Pei, Simon Fraser, 2010 .

Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations

Can Xu, Nan Duan, Daxin Jiang, 2021, ACL.

Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding

Wanli Zuo, Daxin Jiang, Linjun Shou, 2022, ArXiv.

Learning to Ground Visual Objects for Visual Dialog

Can Xu, Can Xu, Daxin Jiang, 2021, EMNLP.

Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval

Nan Duan, Daxin Jiang, Linjun Shou, 2022, IJCAI.

Negative Sampling for Contrastive Representation Learning: A Review

Wayne Xin Zhao, Daxin Jiang, Ji-rong Wen, 2022, ArXiv.

SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval

Furu Wei, Nan Yang, Linjun Yang, 2022, Annual Meeting of the Association for Computational Linguistics.

THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption

Li Dong, Furu Wei, Hangbo Bao, 2022, FINDINGS.

PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings

Tao Shen, Can Xu, Daxin Jiang, 2022, EMNLP.

Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding

Wanli Zuo, Daxin Jiang, Linjun Shou, 2022, EMNLP.

Rethinking the Value of Gazetteer in Chinese Named Entity Recognition

Jiangang Zhu, Daxin Jiang, Qianglong Chen, 2022, NLPCC.

Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA

Nan Duan, Daxin Jiang, Ming Gong, 2022, EMNLP.

Towards Interpretable Reasoning over Paragraph Effects in Situation pdf

Heyan Huang, Xiubo Geng, Mucheng Ren, 2020, EMNLP.

Pre-training Text Representations as Meta Learning pdf

Nan Duan, Ming Gong, Ming Zhou, 2020, ArXiv.

Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training

Nan Duan, Ming Zhou, Gen Li, 2019, AAAI.

Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval

Nan Duan, Daxin Jiang, Ming Gong, 2023, ArXiv.

Multi-View Document Representation Learning for Open-Domain Dense Retrieval

Nan Duan, Daxin Jiang, Ming Gong, 2022, ACL.

Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval

Daxin Jiang, Linjun Shou, Ming Gong, 2023, EMNLP.

K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters

Xuanjing Huang, Ruize Wang, Nan Duan, 2020, FINDINGS.

Mining discriminative items in multiple data streams

Bin Jiang, Jian Pei, Zhenhua Lin, 2010, World Wide Web.

GraphCodeBERT: Pre-training Code Representations with Data Flow pdf

Ming Zhou, Nan Duan, Shujie Liu, 2020, ICLR.

Mining frequent cross-graph quasi-cliques

Jian Pei, Daxin Jiang, J. Pei, 2009, TKDD.

CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Ting Liu, Ming Zhou, Duyu Tang, 2020, FINDINGS.

ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation

Ruofei Zhang, Nan Duan, Can Xu, 2021, ACL.

GLGE: A New General Language Generation Evaluation Benchmark

Jiancheng Lv, Ming Zhou, Weizhu Chen, 2020, FINDINGS.

Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation pdf

Jiancheng Lv, Dayiheng Liu, Wei Liu, 2020, EMNLP.

EventBERT: A Pre-Trained Model for Event Correlation Reasoning pdf

Tao Shen, Guodong Long, Xiubo Geng, 2021, WWW.

Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning pdf

Xiubo Geng, Chongyang Tao, Daxin Jiang, 2021, ArXiv.

No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension pdf

Nan Duan, Ming Gong, Xuguang Wang, 2020, FINDINGS.

RikiNet: Reading Wikipedia Pages for Natural Question Answering

Jiancheng Lv, Jiusheng Chen, Dayiheng Liu, 2020, ACL.

Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding pdf

Jian Pei, Ming Gong, Linjun Shou, 2021, EMNLP.

Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks

Ming Zhou, Nan Duan, Daxin Jiang, 2019, EMNLP.

WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach

Duyu Tang, Nan Duan, Daxin Jiang, 2021, EMNLP.

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation pdf

Neel Sundaresan, Nan Duan, Shujie Liu, 2021, NeurIPS Datasets and Benchmarks.

XGLUE: A New Benchmark Datasetfor Cross-lingual Pre-training, Understanding and Generation

Xiaodong Fan, Fan Yang, Ming Zhou, 2020, EMNLP.

Graph Fusion Network for Text Classification

Zenglin Xu, Ming Gong, Zhao Kang, 2021, Knowl. Based Syst..

Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues pdf

Dongyan Zhao, Xueliang Zhao, Chongyang Tao, 2020, AAAI.

MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding

Zhen-Hua Ling, Xiubo Geng, Jia-Chen Gu, 2021, ACL.

Context-aware query suggestion by mining click-through and session data

Enhong Chen, Jian Pei, Qi He, 2008, KDD.

Assertion-based QA with Question-Aware Open Information Extraction pdf

Zhoujun Li, Ming Zhou, Shujie Liu, 2018, AAAI.

Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering pdf

Nan Duan, Daxin Jiang, Songlin Hu, 2019, AAAI.

Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base

Nan Duan, Duyu Tang, Guodong Long, 2019, EMNLP.

Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text pdf

Nan Duan, Duyu Tang, Zhihao Fan, 2021, FINDINGS.

Reinforced Multi-Teacher Selection for Knowledge Distillation pdf

Ming Gong, Fei Yuan, Jian Pei, 2020, AAAI.

PROD: Progressive Distillation for Dense Retrieval

Anlei Dong, Rangan Majumder, Nan Duan, 2022, WWW.

MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers

Wayne Xin Zhao, Nan Duan, Daxin Jiang, 2022, ECML/PKDD.

LEAD: Liberal Feature-based Distillation for Dense Retrieval

Anlei Dong, Linjun Yang, Rangan Majumder, 2022, ArXiv.

SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval

Furu Wei, Nan Yang, Linjun Yang, 2022, ACL.

LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network pdf

Nan Duan, Ming Gong, Ming Zhou, 2020, ACL.

Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition

Jian Pei, Wanli Zuo, Ming Gong, 2021, KDD.

Model Compression with Two-stage Multi-teacher Knowledge Distillation for Web Question Answering System

Ming Gong, Ze Yang, Linjun Shou, 2019, WSDM.

Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation

Daxin Jiang, G. Zuccon, Linjun Shou, 2022, ArXiv.

Knowledge-Aware Procedural Text Understanding with Multi-Stage Training

Tao Qin, Yunfang Wu, Xiubo Geng, 2020, WWW.

Typos-aware Bottlenecked Pre-Training for Robust Dense Retrieval

Daxin Jiang, G. Zuccon, Linjun Shou, 2023, ArXiv.

Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval

Daxin Jiang, Linjun Shou, Jian Pei, 2023, EMNLP.

Mining Implicit Relevance Feedback from User Behavior for Web Question Answering

Jian Pei, Ming Gong, Linjun Shou, 2020, KDD.

Syntax-Enhanced Pre-trained Model pdf

Nan Duan, Ming Gong, Xiaojun Quan, 2020, ACL.

Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph

Tao Shen, Xiubo Geng, Daxin Jiang, 2021, NAACL.

Soft-Labeled Contrastive Pre-training for Function-level Code Representation

Weizhu Chen, Yelong Shen, Nan Duan, 2022, EMNLP.

CodeRetriever: Unimodal and Bimodal Contrastive Learning

Yelong Shen, Nan Duan, Daxin Jiang, 2022, ArXiv.

CoSQA: 20,000+ Web Queries for Code Search and Question Answering pdf

Nan Duan, Ming Gong, Duyu Tang, 2021, ACL.

A Graph Representation of Semi-structured Data for Web Question Answering

Ming Gong, Lijie Wen, Jian Pei, 2020, COLING.

Joint Type Inference on Entities and Relations via Graph Convolutional Networks

Shiliang Sun, Nan Duan, Daxin Jiang, 2019, ACL.

Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension pdf

Wanxiang Che, Nan Duan, Ting Liu, 2020, ACL.

Mining query subtopics from search log data

Qinghua Zheng, Jian Pei, Hang Li, 2012, SIGIR '12.

Mining Concept Sequences from Large-Scale Search Logs for Context-Aware Query Suggestion

Enhong Chen, Jian Pei, Hang Li, 2011, TIST.

Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling

Daxin Jiang, Nuo Chen, Linjun Shou, 2022, NAACL.

From Good to Best: Two-Stage Training for Cross-lingual Machine Reading Comprehension pdf

Linjun Shou, Daxin Jiang, Nuo Chen, 2021, AAAI.

Code Execution with Pre-trained Language Models

Weizhu Chen, Neel Sundaresan, Nan Duan, 2023, ACL.

Finetuning Large-Scale Pre-trained Language Models for Conversational Recommendation with Knowledge Graph pdf

Kam-Fai Wong, Lei Sha, Daxin Jiang, 2021, ArXiv.

CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search

Weizhu Chen, Yelong Shen, Nan Duan, 2022, Conference on Empirical Methods in Natural Language Processing.

Multimodal Dialogue Response Generation

Can Xu, Daxin Jiang, Huang Hu, 2021, ACL.

Maria: A Visual Experience Powered Conversational Agent

Huang Hu, Xiubo Geng, Chongyang Tao, 2021, ACL.

Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation pdf

Minlie Huang, Yunbo Cao, Daxin Jiang, 2020, FINDINGS.

Model Compression with Multi-Task Knowledge Distillation for Web-scale Question Answering System pdf

Daxin Jiang, Ze Yang, Ming Gong, 2019, ArXiv.

MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers

Wayne Xin Zhao, Nan Duan, Daxin Jiang, 2022, ArXiv.

PROD: Progressive Distillation for Dense Retrieval

Anlei Dong, Rangan Majumder, Nan Duan, 2022, WWW.

xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering

Furu Wei, Linjun Yang, Binxing Jiao, 2021, ACL.

Towards context-aware search by learning a very large variable length hidden markov model from search logs

Enhong Chen, Jian Pei, Hang Li, 2009, WWW '09.

Finding email correspondents in online social networks

Jian Pei, Ming Hua, Daxin Jiang, 2013, World Wide Web.

Language Scaling: Applications, Challenges and Approaches

J. Pei, Daxin Jiang, Linjun Shou, 2021, KDD.

Mining search and browse logs for web search

Jian Pei, Hang Li, Daxin Jiang, 2013, ACM Trans. Intell. Syst. Technol..

Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation

Daxin Jiang, G. Zuccon, Linjun Shou, 2022, ArXiv.

MGRC: An End-to-End Multigranularity Reading Comprehension Model for Question Answering

Tao Qin, Daxin Jiang, Heyan Huang, 2021, IEEE Transactions on Neural Networks and Learning Systems.

DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding

Le Song, Arun Ramamurthy, Xiubo Geng, 2020, SIGIR.

Context-aware query classification

Enhong Chen, Qiang Yang, Jian-Tao Sun, 2009, SIGIR.

Transformer-Empowered Content-Aware Collaborative Filtering

B. Byrne, Daxin Jiang, Weizhe Lin, 2022, KaRS@RecSys.

Combining Unstructured Content and Knowledge Graphs into Recommendation Datasets

Daxin Jiang, Weizhe Lin, Linjun Shou, 2022, KaRS@RecSys.

CodeRetriever: Unimodal and Bimodal Contrastive Learning for Code Search

Xipeng Qiu, Weizhu Chen, Yelong Shen, 2022, 2201.10866.

Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning pdf

Lei Sha, Daxin Jiang, Yan Zhang, 2021, INTERSPEECH.

Reasoning over Entity-Action-Location Graph for Procedural Text Understanding

Jian Pei, Guodong Long, Xiubo Geng, 2021, ACL.

CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search

Weizhu Chen, Yelong Shen, Nan Duan, 2022, EMNLP.

A vlHMM approach to context-aware search

Enhong Chen, Jian Pei, Hang Li, 2013, TWEB.

Enhancing web search by mining search and browse logs

Jian Pei, Hang Li, Daxin Jiang, 2011, SIGIR.

Search and browse log mining for web information retrieval: challenges, methods, and applications

Jian Pei, Hang Li, Daxin Jiang, 2010, SIGIR.

Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering pdf

Jing Jiang, Daxin Jiang, Tao Shen, 2019, IJCAI.

Table2Charts: Recommending Charts by Learning Shared Table Representations pdf

Shi Han, Dongmei Zhang, Yuejiang Li, 2020, KDD.

Web Query Recommendation via Sequential Query Prediction

Qi He, Hang Li, Steven C. H. Hoi, 2009, 2009 IEEE 25th International Conference on Data Engineering.

Language Scaling for Universal Suggested Replies Model pdf

Milad Shokouhi, Xia Song, Budhaditya Deb, 2021, NAACL.

Large Language Models are Diverse Role-Players for Summarization Evaluation

Daxin Jiang, Linjun Shou, Shining Liang, 2023, ArXiv.

A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension

Qinliang Su, Daxin Jiang, Xiaojun Quan, 2023, AAAI.

Tiger: Transferable Interest Graph Embedding for Domain-Level Zero-Shot Recommendation

Daxin Jiang, Linjun Shou, Ming Gong, 2022, CIKM.

Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation

Ming Gong, Jian Pei, Min Yang, 2020, COLING.

Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension

Nan Duan, Yan Fu, Ming Gong, 2020, ACL.

GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis

Nan Duan, Tianrui Li, Lei Ji, 2020, FINDINGS.

Modeling Event-Pair Relations in External Knowledge Graphs for Script Reasoning

Jian Pei, Tao Shen, Xiubo Geng, 2021, FINDINGS.

NÜWA-LIP: Language-guided Image Inpainting with Defect-free VQGAN

W. Zuo, Haoyang Huang, Nan Duan, 2022, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Bridge the Gap between Language models and Tabular Understanding

Daxin Jiang, Nuo Chen, Linjun Shou, 2023, ArXiv.

Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning pdf

Xiaocheng Feng, Nan Duan, Daxin Jiang, 2019, AAAI.

Large Language Models are Diverse Role-Players for Summarization Evaluation

Daxin Jiang, Linjun Shou, Shining Liang, 2023, NLPCC.

WIERT: Web Information Extraction via Render Tree

Daxin Jiang, Linjun Shou, Ming Gong, 2023, AAAI.

Batch Decorrelation for Active Metric Learning pdf

Siddhartha Chaudhuri, Subhasis Chaudhuri, Priyadarshini Kumari, 2020, IJCAI.

Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering

Duyu Tang, Guihong Cao, Nan Duan, 2019, AAAI.

RUEL: Retrieval-Augmented User Representation with Edge Browser Logs for Sequential Recommendation

Daxin Jiang, Linjun Shou, Jian Pei, 2023, CIKM.