← Authors

Nan Duan

176 papers · 2008–2025 · 14 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (14) 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (14) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (17) πŸ—ΊοΈ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (4) 🏠 Conference Loyalist (51) 🀝 Dynamic Duo (60) 🌱 Topic Pioneer πŸ‘‘ Triple Crown πŸ”¬ Deep Specialist (23) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ† Grand Slam πŸ‘₯ Mega-Team (24) πŸ’Ž Century Club (176) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (10) πŸ—ƒοΈ Keyword Collector (550) πŸš€ Conference Pioneer ⚑ Prolific Year (33)

Conferences

ACL (51) EMNLP (41) IJCNLP (16) AAAI (10) NAACL (10) NIPS (10) ICLR (9) ICML (8) COLING (6) IJCAI (6) CVPR (5) ECCV (2) CONLL (1) WACV (1)

Top co-authors

Ming Zhou (60) Yeyun Gong (51) Daxin Jiang (42) Duyu Tang (33) Yaobo Liang (22) Weizhu Chen (22) Ming Gong (22) Wanjun Zhong (20) Chenfei Wu (20) Daya Guo (19)

Research topics

Generation (1) Understanding (1)

Keywords

large language model (16) contrastive learning (15) question answering (14) pre-trained language model (13) language model (13) transfer learning (10) semantic parsing (10) code generation (10) text generation (10) multimodal learning (9) question generation (9) representation learning (8) cross-lingual transfer (8) knowledge base (7) attention mechanism (7) code search (7) zero-shot learning (7) few-shot learning (6) code representation (6) dense retrieval (5)

Papers

Automated Proof Generation for Rust Code via Self-Evolution ICLR 2025
Alchemy: Amplifying Theorem-Proving Capability Through Symbolic Mutation ICLR 2025
Key-Point-Driven Data Synthesis with Its Enhancement on Mathematical Reasoning AAAI 2025
Taming Teacher Forcing for Masked Autoregressive Video Generation CVPR 2025
Using Left and Right Brains Together: Towards Vision and Language Planning ICML 2024
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models NAACL 2024
Voila-A: Aligning Vision-Language Models with User's Gaze Attention NIPS 2024
HORIZON: High-Resolution Semantically Controlled Panorama Synthesis AAAI 2024
Machine-Created Universal Language for Cross-Lingual Transfer AAAI 2024
ORES: Open-Vocabulary Responsible Visual Synthesis AAAI 2024
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization COLING 2024
Competition-Level Problems are Effective LLM Evaluators ACL 2024
CMMLU: Measuring massive multitask language understanding in Chinese ACL 2024
Large Language Models Can Learn Representation in Natural Language ACL 2024
PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion ACL 2024
Selene: Pioneering Automated Proof in Software Verification ACL 2024
Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency ACL 2024
Not All Tokens Are What You Need for Pretraining NIPS 2024
Low-code LLM: Graphical User Interface over Large Language Models NAACL 2024
AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models NAACL 2024
AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators NAACL 2024
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving ICLR 2024
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing ICLR 2024
LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models ICLR 2024
StrokeNUWAβ€”Tokenizing Strokes for Vector Graphic Synthesis ICML 2024
PPTC-R benchmark: Towards Evaluating the Robustness of Large Language Models for PowerPoint Task Completion EMNLP 2024
Learning to Plan by Updating Natural Language EMNLP 2024
Code Execution with Pre-trained Language Models ACL 2023
AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation NIPS 2023
Learning 3D Photography Videos via Self-supervised Diffusion on Single Images IJCAI 2023
NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation ACL 2023
Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast ACL 2023
CONE: An Efficient COarse-to-fiNE Alignment Framework for Long Video Temporal Grounding ACL 2023
ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning ACL 2023
Constructing Multilingual Code Search Dataset Using Neural Machine Translation ACL 2023
BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning AAAI 2023
Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models ICML 2023
Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise ICML 2023
LongCoder: A Long-Range Pre-trained Language Model for Code Completion ICML 2023
Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval ICLR 2023
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy EMNLP 2023
Allies: Prompting Large Language Model with Beam Search EMNLP 2023
Intervention-Based Alignment of Code Search with Execution Feedback EMNLP 2023
CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion EMNLP 2023
Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data EMNLP 2023
Query Rewriting in Retrieval-Augmented Large Language Models EMNLP 2023
ReCo: Region-Controlled Text-to-Image Generation CVPR 2023
Joint Generator-Ranker Learning for Natural Language Generation ACL 2023
Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers ACL 2023
Learning Temporal Video Procedure Segmentation From an Automatically Collected Large Dataset WACV 2022
Less-forgetting Multi-lingual Fine-tuning NIPS 2022
NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis NIPS 2022
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training NIPS 2022
XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual Knowledge AAAI 2022
Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure ACL 2022
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation ACL 2022
Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations ACL 2022
Multi-View Document Representation Learning for Open-Domain Dense Retrieval ACL 2022
ReACC: A Retrieval-Augmented Code Completion Framework ACL 2022
UniXcoder: Unified Cross-Modal Pre-training for Code Representation ACL 2022
Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text ACL 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval ACL 2022
VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers CVPR 2022
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion ECCV 2022
Trace Controlled Text to Image Generation ECCV 2022
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning EMNLP 2022
CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search EMNLP 2022
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis EMNLP 2022
Towards Compositional Generalization in Code Search EMNLP 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval EMNLP 2022
Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation EMNLP 2022
CodeExp: Explanatory Code Document Generation EMNLP 2022
Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA EMNLP 2022
Execution-based Evaluation for Data Science Code Generation Models EMNLP 2022
Adversarial Retriever-Ranker for Dense Text Retrieval ICLR 2022
Learning to Complete Code with Sketches ICLR 2022
Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval IJCAI 2022
Reasoning over Hybrid Chain for Table-and-Text Open Domain Question Answering IJCAI 2022
ProQA: Structural Prompt-based Pre-training for Unified Question Answering NAACL 2022
CULG: Commercial Universal Language Generation NAACL 2022
KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation NAACL 2022
Analytical Reasoning of Text NAACL 2022
Hashing based Efficient Inference for Image-Text Matching ACL 2021
Mask Attention Networks: Rethinking and Strengthen Transformer NAACL 2021
Learning from Inside: Self-driven Siamese Sampling and Reasoning for Video Question Answering NIPS 2021
CoSQA: 20,000+ Web Queries for Code Search and Question Answering IJCNLP 2021
FastSeq: Make Sequence Generation Faster IJCNLP 2021
Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge ACL 2021
Syntax-Enhanced Pre-trained Model IJCNLP 2021
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training CVPR 2021
Control Image Captioning Spatially and Temporally ACL 2021
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters ACL 2021
UserAdapter: Few-Shot User Learning in Sentiment Analysis ACL 2021
GraphCodeBERT: Pre-training Code Representations with Data Flow ICLR 2021
GEM: A General Evaluation Benchmark for Multimodal Tasks ACL 2021
Control Image Captioning Spatially and Temporally IJCNLP 2021
Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge IJCNLP 2021
Poolingformer: Long Document Modeling with Pooling Attention ICML 2021
EL-Attention: Memory Efficient Lossless Attention for Generation ICML 2021
BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining ICML 2021
Syntax-Enhanced Pre-trained Model ACL 2021
CoSQA: 20,000+ Web Queries for Code Search and Question Answering ACL 2021
FastSeq: Make Sequence Generation Faster ACL 2021
ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation ACL 2021
GLGE: A New General Language Generation Evaluation Benchmark ACL 2021
Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy EMNLP 2021
WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach EMNLP 2021
Discovering Representation Sprachbund For Multilingual Pre-Training EMNLP 2021
KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning EMNLP 2021
ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation IJCNLP 2021
GLGE: A New General Language Generation Evaluation Benchmark IJCNLP 2021
Hashing based Efficient Inference for Image-Text Matching IJCNLP 2021
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters IJCNLP 2021
UserAdapter: Few-Shot User Learning in Sentiment Analysis IJCNLP 2021
GEM: A General Evaluation Benchmark for Multimodal Tasks IJCNLP 2021
RikiNet: Reading Wikipedia Pages for Natural Question Answering ACL 2020
Neural Deepfake Detection with Factual Structure of Text EMNLP 2020
Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection EMNLP 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space EMNLP 2020
XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation EMNLP 2020
Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation EMNLP 2020
Machine Reasoning: Technology, Dilemma and Future EMNLP 2020
GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis EMNLP 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages EMNLP 2020
ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-training EMNLP 2020
No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension EMNLP 2020
A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos EMNLP 2020
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ACL 2020
Reasoning Over Semantic-Level Graph for Fact Checking ACL 2020
Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder ACL 2020
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ACL 2020
Graph Neural News Recommendation with Unsupervised Preference Disentanglement ACL 2020
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension ACL 2020
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-Modal Pre-Training AAAI 2020
Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning AAAI 2020
Segment-Then-Rank: Non-Factoid Question Answering on Instructional Videos AAAI 2020
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering AAAI 2020
An Enhanced Knowledge Injection Model for Commonsense Generation COLING 2020
Multi-level Alignment Pretraining for Multi-lingual Semantic Parsing COLING 2020
Asking Clarification Questions in Knowledge-Based Question Answering EMNLP 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks IJCNLP 2019
Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching IJCNLP 2019
Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing ACL 2019
PasteGAN: A Semi-Parametric Method to Generate Image from Scene Graph NIPS 2019
A Tensorized Transformer for Language Modeling NIPS 2019
Joint Type Inference on Entities and Relations via Graph Convolutional Networks ACL 2019
Dense Procedure Captioning in Narrated Instructional Videos ACL 2019
Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching EMNLP 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks EMNLP 2019
Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base EMNLP 2019
Weakly Supervised Multi-task Learning for Semantic Parsing IJCAI 2019
Knowledge Aware Semantic Concept Expansion for Image-Text Matching IJCAI 2019
Asking Clarification Questions in Knowledge-Based Question Answering IJCNLP 2019
Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base IJCNLP 2019
Dialog-to-Action: Conversational Question Answering Over a Large-Scale Knowledge Base NIPS 2018
Visual Question Generation as Dual Task of Visual Question Answering CVPR 2018
Semantic Parsing with Syntax- and Table-Aware SQL Generation ACL 2018
Question Generation from SQL Queries Improves Neural Semantic Parsing EMNLP 2018
Learning to Collaborate for Question Answering and Asking NAACL 2018
Question Generation for Question Answering EMNLP 2017
DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents ACL 2016
Constraint-Based Question Answering with Knowledge Graph COLING 2016
Joint Relational Embeddings for Knowledge-based Question Answering EMNLP 2014
Knowledge-Based Question Answering as Machine Translation ACL 2014
Minimum Bayes Risk based Answer Re-ranking for Question Answering ACL 2013
Answer Extraction from Passage Graph for Question Answering IJCAI 2013
Paraphrasing Adaptation for Web Search Ranking ACL 2013
Forced Derivation Tree based Model Training to Statistical Machine Translation CONLL 2012
Forced Derivation Tree based Model Training to Statistical Machine Translation EMNLP 2012
Hypothesis Mixture Decoding for Statistical Machine Translation ACL 2011
Mixture Model-based Minimum Bayes Risk Decoding using Multiple Machine Translation Systems COLING 2010
Translation Model Generalization using Probability Averaging for Machine Translation COLING 2010
The Feature Subspace Method for SMT System Combination EMNLP 2009
Collaborative Decoding: Partial Hypothesis Re-ranking Using Translation Consensus between Decoders IJCNLP 2009
Collaborative Decoding: Partial Hypothesis Re-ranking Using Translation Consensus between Decoders ACL 2009
Measure Word Generation for English-Chinese SMT Systems ACL 2008