Nan Duan

发表

Answer Extraction from Passage Graph for Question Answering

Hong Sun, Yajuan Duan, Ming Zhou, 2013, IJCAI.

Joint Relational Embeddings for Knowledge-based Question Answering

Hae-Chang Rim, Ming Zhou, Min-Chul Yang, 2014, EMNLP.

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

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

Learning from Inside: Self-driven Siamese Sampling and Reasoning for Video Question Answering

Nong Xiao, Nan Duan, Lei Ji, 2021, NeurIPS.

XGPT: Cross-modal Generative Pre-Training for Image Captioning pdf

Nan Duan, Haoyang Huang, Dongdong Zhang, 2020, NLPCC.

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

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

Preprint. Under review

Weizhu Chen, Yelong Shen, Nan Duan, 2021 .

LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval

Julian McAuley, Nan Duan, Canwen Xu, 2022, ArXiv.

LogiGAN: Learning Logical Reasoning via Adversarial Pre-training

Nan Duan, Jian-Guang Lou, Yan Gao, 2022, ArXiv.

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

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

Joint Generator-Ranker Learning for Natural Language Generation

Weizhu Chen, Yelong Shen, Nan Duan, 2022, 2206.13974.

Bridge-Tower: Building Bridges Between Encoders in Vision-Language Representation Learning

Nan Duan, Chenfei Wu, Xiao Xu, 2022, ArXiv.

KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation

Xuming He, Nan Duan, Yongfei Liu, 2021, ArXiv.

Adversarial Retriever-Ranker for dense text retrieval

Weizhu Chen, Yelong Shen, Nan Duan, 2021, ArXiv.

VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers

Nan Duan, Yongfei Liu, Chenfei Wu, 2022, ArXiv.

XLM-K: Improving Cross-Lingual Language Model Pre-Training with Multilingual Knowledge

Weizhu Chen, Nan Duan, X. Jiang, 2021, AAAI.

DiVAE: Photorealistic Images Synthesis with Denoising Diffusion Decoder

Nan Duan, Chenfei Wu, Jian Liang, 2022, ArXiv.

NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis

Zhe Gan, Nan Duan, Chenfei Wu, 2022, ArXiv.

Poolingformer: Long Document Modeling with Pooling Attention

Jiancheng Lv, Yelong Shen, Nan Duan, 2021, ICML.

KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning

Timothy Baldwin, Nan Duan, Yeyun Gong, 2021, EMNLP.

Discovering Representation Sprachbund For Multilingual Pre-Training pdf

Alexandre Muzio, Nan Duan, Hany Hassan, 2021, EMNLP.

Bridge-Tower: Building Bridges Between Encoders in Vision-Language Representation Learning

Nan Duan, Chenfei Wu, Xiao Xu, 2022, ArXiv.

Reasoning over Hybrid Chain for Table-and-Text Open Domain Question Answering

Ming Zhou, Jiahai Wang, Nan Duan, 2022, IJCAI.

Control Image Captioning Spatially and Temporally

Nan Duan, Lei Ji, Huaishao Luo, 2021, ACL.

AdsCVLR: Commercial Visual-Linguistic Representation Modeling in Sponsored Search

Boxin Shi, Ruofei Zhang, Nan Duan, 2022, ACM Multimedia.

ProQA: Structural Prompt-based Pre-training for Unified Question Answering

Ming Zhou, Jiahai Wang, Nan Duan, 2022, NAACL.

Analytical Reasoning of Text

Duyu Tang, Nan Duan, Siyuan Wang, 2022, NAACL-HLT.

Joint Generator-Ranker Learning for Natural Language Generation

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

Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning

Nan Duan, Yeyun Gong, Bartuer Zhou, 2022, EMNLP.

Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis

Jinsong Su, Nan Duan, Yeyun Gong, 2022, 2210.09803.

CULG: Commercial Universal Language Generation

Timothy Baldwin, Ruofei Zhang, Nan Duan, 2022, NAACL.

NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis

Zhe Gan, Nan Duan, Chenfei Wu, 2022, NeurIPS.

Improving Task Generalization via Unified Schema Prompt

Ming Zhou, Nan Duan, Zhiyuan Liu, 2022, AI Open.

CodeReviewer: Pre-Training for Automating Code Review Activities

Neel Sundaresan, Nan Duan, Daya Guo, 2022, ArXiv.

VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers

Nan Duan, Yongfei Liu, Chenfei Wu, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

A Self-Paced Mixed Distillation Method for Non-Autoregressive Generation

Weizhu Chen, Yelong Shen, Ruofei Zhang, 2022, ArXiv.

Bridge-Tower: Building Bridges Between Encoders in Vision-Language Representation Learning

Nan Duan, Chenfei Wu, Xiao Xu, 2022, ArXiv.

KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation

Xuming He, Nan Duan, Yongfei Liu, 2021, NAACL-HLT.

LogiGAN: Learning Logical Reasoning via Adversarial Pre-training

Nan Duan, Jian-Guang Lou, Yan Gao, 2022, NeurIPS.

DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation

Yi Mao, Weizhu Chen, Nan Duan, 2022, Annual Meeting of the Association for Computational Linguistics.

GENIUS: Sketch-based Language Model Pre-training via Extreme and Selective Masking for Text Generation and Augmentation

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

Learning to Ask Informative Sub-Questions for Visual Question Answering

Nan Duan, Tatsuya Harada, Kohei Uehara, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

GENIE : Large Scale Pre-training for Generation with Diffusion Model

Weizhu Chen, Yelong Shen, Nan Duan, 2022 .

SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval

Wayne Xin Zhao, Anlei Dong, Weizhu Chen, 2022, EMNLP.

LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval

Julian McAuley, Nan Duan, Canwen Xu, 2022, FINDINGS.

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

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

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

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

Adversarial Retriever-Ranker for dense text retrieval

Weizhu Chen, Yelong Shen, Nan Duan, 2021, ICLR.

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

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

Progress in Neural NLP: Modeling, Learning, and Reasoning

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

Neural Deepfake Detection with Factual Structure of Text

Ming Zhou, Ruize Wang, Nan Duan, 2020, EMNLP.

Bridge-Tower: Building Bridges Between Encoders in Vision-Language Representation Learning

Nan Duan, Chenfei Wu, Xiao Xu, 2022, ArXiv.

CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval pdf

Nan Duan, Lei Ji, Huaishao Luo, 2021, Neurocomputing.

M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training

Jianfeng Gao, Nan Duan, Dongdong Zhang, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

GraphCodeBERT: Pre-training Code Representations with Data Flow pdf

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

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

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

Pretraining-Based Natural Language Generation for Text Summarization

Ji Wang, Ming Zhou, Yu Yan, 2019, CoNLL.

Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise

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

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

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

Mask Attention Networks: Rethinking and Strengthen Transformer

Xuanjing Huang, Dayiheng Liu, Nan Duan, 2021, NAACL.

GLGE: A New General Language Generation Evaluation Benchmark

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

An Enhanced Knowledge Injection Model for Commonsense Generation pdf

Nan Duan, Jian Jiao, Xuanjing Huang, 2020, COLING.

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

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

ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training

Ming Zhou, Ruofei Zhang, Nan Duan, 2020, FINDINGS.

Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models

Minlie Huang, Weizhu Chen, Yelong Shen, 2023, ICML.

An Information Retrieval-Based Approach to Table-Based Question Answering

Tiejun Zhao, Ming Zhou, Nan Duan, 2017, NLPCC.

Poolingformer: Long Document Modeling with Pooling Attention

Jiancheng Lv, Weizhu Chen, Yelong Shen, 2021, ICML.

Weakly Supervised Multi-task Learning for Semantic Parsing

Xiaola Lin, Nan Duan, Guihong Cao, 2019, IJCAI.

UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation pdf

Xilin Chen, Nan Duan, Tianrui Li, 2020, 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.

BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining

Ming Zhou, Weizhu Chen, Ruofei Zhang, 2020, ICML.

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

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

Reasoning Over Semantic-Level Graph for Fact Checking

M. Zhou, Duyu Tang, Jian Yin, 2019, ACL.

Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space pdf

Jiancheng Lv, Ming Zhou, Jiusheng Chen, 2020, EMNLP.

PasteGAN: A Semi-Parametric Method to Generate Image from Scene Graph

Xiaogang Wang, Tao Ma, Nan Duan, 2019, NeurIPS.

GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions pdf

Guillermo Sapiro, Nan Duan, Binyang Li, 2021, ArXiv.

Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge

Nan Duan, Chuan Shi, Duyu Tang, 2021, ACL.

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.

ReACC: A Retrieval-Augmented Code Completion Framework

Seung-won Hwang, Nan Duan, Daya Guo, 2022, Annual Meeting of the Association for Computational Linguistics.

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

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

Learning to Complete Code with Sketches

Nan Duan, Marc Brockschmidt, Miltiadis Allamanis, 2021, ICLR.

UniXcoder: Unified Cross-Modal Pre-training for Code Representation

Ming Zhou, Nan Duan, Daya Guo, 2022, ACL.

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

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

DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents

Zhoujun Li, Ming Zhou, Peng Chen, 2016, ACL.

A Tensorized Transformer for Language Modeling

Ming Zhou, Dawei Song, Peng Zhang, 2019, NeurIPS.

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.

Visual Question Generation as Dual Task of Visual Question Answering

Bolei Zhou, Xiaogang Wang, Nan Duan, 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

scFormer: A Universal Representation Learning Approach for Single-Cell Data Using Transformers

Nan Duan, Hassaan Maan, Chloe X. Wang, 2022, bioRxiv.

Automating code review activities by large-scale pre-training

Neel Sundaresan, Nan Duan, Daya Guo, 2022, ESEC/SIGSOFT FSE.

Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy pdf

Neel Sundaresan, Nan Duan, Michele Tufano, 2021, EMNLP.

CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

Weizhu Chen, Yelong Shen, Nan Duan, 2023, ArXiv.

Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models

Yelong Shen, Nan Duan, Yeyun Gong, 2023, ArXiv.

Building Task-Oriented Dialogue Systems for Online Shopping

Zhoujun Li, Ming Zhou, Peng Chen, 2017, AAAI.

Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data

Julian McAuley, Nan Duan, Canwen Xu, 2023, ArXiv.

AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models

Weizhu Chen, Nan Duan, Ruixiang Cui, 2023, ArXiv.

PROD: Progressive Distillation for Dense Retrieval

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

Curriculum Sampling for Dense Retrieval with Document Expansion

Anlei Dong, S. Yiu, Nan Duan, 2022, ArXiv.

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, WSDM.

AR-LSAT: Investigating Analytical Reasoning of Text pdf

Nan Duan, Jiahai Wang, Jian Yin, 2021, ArXiv.

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

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

Constraint-Based Question Answering with Knowledge Graph

Tiejun Zhao, Ming Zhou, Zhao Yan, 2016, COLING.

Answering Questions with Complex Semantic Constraints on Open Knowledge Bases

Ming Zhou, Pengcheng Yin, Ben Kao, 2015, CIKM.

AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators

Weizhu Chen, Nan Duan, Yeyun Gong, 2023, ArXiv.

Table-to-Text: Describing Table Region With Natural Language

Tiejun Zhao, Ming Zhou, Zhao Yan, 2018, AAAI.

Question Answering and Question Generation as Dual Tasks pdf

Tao Qin, Ming Zhou, Duyu Tang, 2017, ArXiv.

Content-Based Table Retrieval for Web Queries

Zhoujun Li, Nan Duan, Ming Zhou, 2017, ArXiv.

Dialog-to-Action: Conversational Question Answering Over a Large-Scale Knowledge Base

Ming Zhou, Jian Yin, Duyu Tang, 2018, NeurIPS.

Knowledge Aware Semantic Concept Expansion for Image-Text Matching

Nan Duan, Pan Lu, Zhendong Niu, 2019, IJCAI.

Question Generation for Question Answering

Ming Zhou, Peng Chen, Duyu Tang, 2017, EMNLP.

Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing

Ming Zhou, Jian Yin, Duyu Tang, 2019, ACL.

Joint Learning of Question Answering and Question Generation

Tao Qin, Wenpeng Yin, Xiaocheng Feng, 2020, IEEE Transactions on Knowledge and Data Engineering.

Learning to Collaborate for Question Answering and Asking

Ming Zhou, Shujie Liu, Zhao Yan, 2018, NAACL.

Syntax-Enhanced Pre-trained Model pdf

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

AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation

Haitao Zheng, Weizhu Chen, Yelong Shen, 2023, ArXiv.

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.

From LSAT: The Progress and Challenges of Complex Reasoning pdf

Nan Duan, Wanjun Zhong, Ming Zhou, 2021, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Text Generation From Tables

Tiejun Zhao, Nan Duan, Ming Zhou, 2019, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

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.

Knowledge-Aware Conversational Semantic Parsing Over Web Tables

Xiaocheng Feng, Jingjing Xu, Bing Qin, 2018, NLPCC.

Code Execution with Pre-trained Language Models

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

Execution-based Evaluation for Data Science Code Generation Models

Colin B. Clement, Cong Yan, Jianfeng Gao, 2022, DASH.

Learning Semantic Concepts and Temporal Alignment for Narrated Video Procedural Captioning

Xilin Chen, Ming Zhou, Nan Duan, 2020, ACM Multimedia.

Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers

T. Zhao, Chin-Yew Lin, Nan Duan, 2022, ACL.

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.

Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data

Julian McAuley, Nan Duan, Canwen Xu, 2023, EMNLP.

Bridge-Tower: Building Bridges Between Encoders in Vision-Language Representation Learning

Nan Duan, Chenfei Wu, Xiao Xu, 2022, AAAI.

GEM: A General Evaluation Benchmark for Multimodal Tasks

Nan Duan, Edward Cui, Taroon Bharti, 2021, FINDINGS.

Asking Clarification Questions in Knowledge-Based Question Answering

Nan Duan, Ming Zhou, Duyu Tang, 2019, EMNLP.

ProQA: Structural Prompt-based Pre-training for Unified Question Answering

Ming Zhou, Jiahai Wang, Nan Duan, 2022, NAACL.

CMMLU: Measuring massive multitask language understanding in Chinese

Tim Baldwin, Nan Duan, Yeyun Gong, 2023, ArXiv.

Dense Procedure Captioning in Narrated Instructional Videos

Ming Zhou, Nan Duan, Lei Ji, 2019, ACL.

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

Weizhu Chen, Yelong Shen, Nan Duan, 2023, ArXiv.

Question Generation from SQL Queries Improves Neural Semantic Parsing pdf

Ming Zhou, Hong Chi, Peng Chen, 2018, EMNLP.

Hybrid Reasoning Network for Video-based Commonsense Captioning

Nan Duan, Lei Ji, Weijiang Yu, 2021, ACM Multimedia.

Improving Question Answering by Commonsense-Based Pre-Training pdf

Ming Zhou, Jiahai Wang, Jian Yin, 2018, NLPCC.

LongCoder: A Long-Range Pre-trained Language Model for Code Completion

Julian McAuley, Nan Duan, Canwen Xu, 2023, ICML.

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.

Graph Neural News Recommendation with Unsupervised Preference Disentanglement

Xing Xie, Chen Li, Ming Zhou, 2020, ACL.

A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos pdf

Graham Neubig, Nan Duan, Yonatan Bisk, 2020, NLPBT.

Machine Reasoning: Technology, Dilemma and Future

Nan Duan, Duyu Tang, Ming Zhou, 2020, EMNLP.

Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure

Nan Duan, Yuan Chai, Yaobo Liang, 2022, ACL.

Semantic Parsing with Syntax- and Table-Aware SQL Generation pdf

Ming Zhou, Xiaocheng Feng, Ting Liu, 2018, ACL.

Joint Generator-Ranker Learning for Natural Language Generation

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

PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization

Pengcheng He, Nan Duan, Hai Zhao, 2023, ArXiv.

APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning

Nan Duan, Yeyun Gong, Hang Zhang, 2022, ArXiv.

Tag and Correct: Question aware Open Information Extraction with Two-stage Decoding pdf

Nan Duan, Ming Gong, Peng Chen, 2020, ArXiv.

ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine pdf

Houqiang Li, Ming Zhou, Nan Duan, 2020, NLPCC.

Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching

Xiaola Lin, Nan Duan, Bo Shao, 2019, EMNLP.

KFCNet: Knowledge Filtering and Contrastive Learning Network for Generative Commonsense Reasoning pdf

Timothy Baldwin, Nan Duan, Jian Jiao, 2021, ArXiv.

Query Rewriting for Retrieval-Augmented Large Language Models

Nan Duan, Pengcheng He, Nan Duan, 2023, ArXiv.

Question Answering and Question Generation as Dual Tasks

M. Zhou, Tao Qin, Duyu Tang, 2017, ArXiv.

Reasoning over Hybrid Chain for Table-and-Text Open Domain QA pdf

Nan Duan, Junjie Huang, Wanjun Zhong, 2022, ArXiv.

Segment-Then-Rank: Non-Factoid Question Answering on Instructional Videos

Nan Duan, Jason H. Li, Seung-won Hwang, 2020, AAAI.

Knowledge Based Machine Reading Comprehension pdf

Xiaocheng Feng, Zhao Yan, Bing Qin, 2018, ArXiv.

Interpretable Network Structure for Modeling Contextual Dependency

Peng Zhang, Nan Duan, Ming Zhou, 2019 .

CodeRetriever: Unimodal and Bimodal Contrastive Learning for Code Search

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

A Heterogeneous Graph with Factual, Temporal and Logical Knowledge for Question Answering Over Dynamic Contexts pdf

Nan Duan, Ming Zhou, Duyu Tang, 2020, ArXiv.

FastSeq: Make Sequence Generation Faster pdf

Nan Duan, Yu Yan, Yeyun Gong, 2021, ACL.

BeamSearchQA: Large Language Models are Strong Zero-Shot QA Solver

Nan Duan, Yeyun Gong, Xiao Liu, 2023, arXiv.org.

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

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

R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering

Wei Zhang, Ming Zhou, Jianyong Wang, 2018, KDD.

Knowledge-Based Question Answering as Machine Translation

Tiejun Zhao, Ming Zhou, Nan Duan, 2014, ACL.

Machine-Created Universal Language for Cross-lingual Transfer

Nan Duan, Yaobo Liang, Quanzhi Zhu, 2023, ArXiv.

Enhancing RDF Verbalization with Descriptive and Relational Knowledge

Nan Duan, Shuang Liu, Meishan Zhang, 2023, ACM Trans. Asian Low Resour. Lang. Inf. Process..

CodeExp: Explanatory Code Document Generation

Todd Mytkowicz, Nan Duan, J. Inala, 2022, Conference on Empirical Methods in Natural Language Processing.

Overview of the NLPCC 2019 Shared Task: Open Domain Semantic Parsing

Nan Duan, Nan Duan, 2019, NLPCC.

Multi-level Alignment Pretraining for Multi-lingual Semantic Parsing

Xiaola Lin, Nan Duan, Bo Shao, 2020, COLING.

UserAdapter: Few-Shot User Learning in Sentiment Analysis

Nan Duan, Jiahai Wang, Duyu Tang, 2021, FINDINGS.

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.

LogiQA 2.0—An Improved Dataset for Logical Reasoning in Natural Language Understanding

Ming Zhou, Yue Zhang, Nan Duan, 2023, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Overview of the NLPCC 2017 Shared Task: Open Domain Chinese Question Answering

Duyu Tang, Nan Duan, Duyu Tang, 2017, NLPCC.

AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models

Weizhu Chen, Nan Duan, Ruixiang Cui, 2023, NAACL-HLT.

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).

LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models

Nan Duan, Chenfei Wu, Juntao Li, 2023, ICLR.

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

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

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

Minlie Huang, Weizhu Chen, Yelong Shen, 2023, EMNLP.

Curriculum Sampling for Dense Retrieval with Document Expansion

Anlei Dong, S. Yiu, Nan Duan, 2022, EMNLP.

CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

Weizhu Chen, Yelong Shen, Nan Duan, 2023, ICLR.

Forced Derivation Tree based Model Training to Statistical Machine Translation

Ming Zhou, Mu Li, Nan Duan, 2012, EMNLP.

Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models

Yelong Shen, Nan Duan, Yeyun Gong, 2023, ArXiv.

Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency

Nan Duan, Baizhou Huang, Shuai Lu, 2023, ArXiv.

ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving

Nan Duan, Yujiu Yang, Zhihong Shao, 2023, ICLR.

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

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

M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training

Jianfeng Gao, Jianlong Fu, Dongdong Zhang, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Question Generation With Doubly Adversarial Nets

Tiejun Zhao, Nan Duan, Ming Zhou, 2018, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training pdf

Jianfeng Gao, Nan Duan, Lei Zhang, 2020, ArXiv.

CMMLU: Measuring massive multitask language understanding in Chinese

Tim Baldwin, Nan Duan, Yeyun Gong, 2023, ArXiv.

Query Rewriting for Retrieval-Augmented Large Language Models

Pengcheng He, Nan Duan, Yeyun Gong, 2023, ArXiv.

Allies: Prompting Large Language Model with Beam Search

Nan Duan, Yeyun Gong, Xiao Liu, 2023, EMNLP.

PROD: Progressive Distillation for Dense Retrieval

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

Overview of the NLPCC-ICCPOL 2016 Shared Task: Open Domain Chinese Question Answering

Nan Duan, Nan Duan, 2016, NLPCC/ICCPOL.