Nan Yang

According to our database, Nan Yang authored at least 50 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fine-tuning pretrained transformer encoders for sequence-to-sequence learning.

Hangbo Bao, Li Dong, Wenhui Wang, Nan Yang, Songhao Piao, Furu Wei

Int. J. Mach. Learn. Cybern., May, 2024

Generative Representational Instruction Tuning.

Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao Yu, Amanpreet Singh, Douwe Kiela

CoRR, 2024

Multilingual E5 Text Embeddings: A Technical Report.

Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei

CoRR, 2024

Improving Text Embeddings with Large Language Models.

Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei

CoRR, 2024

Learning to Retrieve In-Context Examples for Large Language Models.

Liang Wang, Nan Yang, Furu Wei

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Learning to Rank in Generative Retrieval.

Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Large Search Model: Redefining Search Stack in the Era of LLMs.

Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei

SIGIR Forum, December, 2023

Generative retrieval for conversational question answering.

Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li

Inf. Process. Manag., September, 2023

Fine-Tuning LLaMA for Multi-Stage Text Retrieval.

Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin

CoRR, 2023

PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training.

Dawei Zhu, Nan Yang, Liang Wang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li

CoRR, 2023

Learning to Rank in Generative Retrieval.

Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li

CoRR, 2023

Inference with Reference: Lossless Acceleration of Large Language Models.

Nan Yang, Tao Ge, Liang Wang, Binxing Jiao, Daxin Jiang, Linjun Yang, Rangan Majumder, Furu Wei

CoRR, 2023

Query2doc: Query Expansion with Large Language Models.

Liang Wang, Nan Yang, Furu Wei

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

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

Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Multiview Identifiers Enhanced Generative Retrieval.

Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Text Embeddings by Weakly-Supervised Contrastive Pre-training.

Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei

CoRR, 2022

Learning Diverse Document Representations with Deep Query Interactions for Dense Retrieval.

Zehan Li, Nan Yang, Liang Wang, Furu Wei

CoRR, 2022

2021

s2s-ft: Fine-Tuning Pretrained Transformer Encoders for Sequence-to-Sequence Learning.

Hangbo Bao, Li Dong, Wenhui Wang, Nan Yang, Furu Wei

CoRR, 2021

InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training.

Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

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

Nan Yang, Furu Wei, Binxing Jiao, Daxing Jiang, Linjun Yang

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

2020

A Joint Sentence Scoring and Selection Framework for Neural Extractive Document Summarization.

Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao

IEEE ACM Trans. Audio Speech Lang. Process., 2020

MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers.

Wenhui Wang, Furu Wei, Li Dong, Hangbo Bao, Nan Yang, Ming Zhou

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training.

Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Xiaodong Liu, Yu Wang, Jianfeng Gao, Songhao Piao, Ming Zhou, Hsiao-Wuen Hon

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Unified Language Model Pre-training for Natural Language Understanding and Generation.

Li Dong, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, Ming Zhou, Hsiao-Wuen Hon

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension.

Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Lei Cui, Songhao Piao, Ming Zhou

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

Read + Verify: Machine Reading Comprehension with Unanswerable Questions.

Minghao Hu, Furu Wei, Yuxing Peng, Zhen Huang, Nan Yang, Dongsheng Li

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Dependency-to-Dependency Neural Machine Translation.

Shuangzhi Wu, Dongdong Zhang, Zhirui Zhang, Nan Yang, Mu Li, Ming Zhou

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Context-Aware Answer Sentence Selection With Hierarchical Gated Recurrent Neural Networks.

Chuanqi Tan, Furu Wei, Qingyu Zhou, Nan Yang, Bowen Du, Weifeng Lv, Ming Zhou

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Read + Verify: Machine Reading Comprehension with Unanswerable Questions.

Minghao Hu, Furu Wei, Yuxing Peng, Zhen Huang, Nan Yang, Ming Zhou

CoRR, 2018

I Know There Is No Answer: Modeling Answer Validation for Machine Reading Comprehension.

Chuanqi Tan, Furu Wei, Qingyu Zhou, Nan Yang, Weifeng Lv, Ming Zhou

Proceedings of the Natural Language Processing and Chinese Computing, 2018

Attention-Guided Answer Distillation for Machine Reading Comprehension.

Minghao Hu, Yuxing Peng, Furu Wei, Zhen Huang, Dongsheng Li, Nan Yang, Ming Zhou

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Neural Document Summarization by Jointly Learning to Score and Select Sentences.

Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Sequential Copying Networks.

Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

S-Net: From Answer Extraction to Answer Synthesis for Machine Reading Comprehension.

Chuanqi Tan, Furu Wei, Nan Yang, Bowen Du, Weifeng Lv, Ming Zhou

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

S-Net: From Answer Extraction to Answer Generation for Machine Reading Comprehension.

Chuanqi Tan, Furu Wei, Nan Yang, Weifeng Lv, Ming Zhou

CoRR, 2017

Neural Question Generation from Text: A Preliminary Study.

Qingyu Zhou, Nan Yang, Furu Wei, Chuanqi Tan, Hangbo Bao, Ming Zhou

Proceedings of the Natural Language Processing and Chinese Computing, 2017

Selective Encoding for Abstractive Sentence Summarization.

Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Sequence-to-Dependency Neural Machine Translation.

Shuangzhi Wu, Dongdong Zhang, Nan Yang, Mu Li, Ming Zhou

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Gated Self-Matching Networks for Reading Comprehension and Question Answering.

Wenhui Wang, Nan Yang, Furu Wei, Baobao Chang, Ming Zhou

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Sentiment Embeddings with Applications to Sentiment Analysis.

Duyu Tang, Furu Wei, Bing Qin, Nan Yang, Ting Liu, Ming Zhou

IEEE Trans. Knowl. Data Eng., 2016

Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation.

Shi Feng, Shujie Liu, Nan Yang, Mu Li, Ming Zhou, Kenny Q. Zhu

Proceedings of the COLING 2016, 2016

Jointly Modeling Topics and Intents with Global Order Structure.

Bei Chen, Jun Zhu, Nan Yang, Tian Tian, Ming Zhou, Bo Zhang

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Modeling Mention, Context and Entity with Neural Networks for Entity Disambiguation.

Yaming Sun, Lei Lin, Duyu Tang, Nan Yang, Zhenzhou Ji, Xiaolong Wang

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2014

Radical-Enhanced Chinese Character Embedding.

Yaming Sun, Lei Lin, Duyu Tang, Nan Yang, Zhenzhou Ji, Xiaolong Wang

CoRR, 2014

Radical-Enhanced Chinese Character Embedding.

Yaming Sun, Lei Lin, Nan Yang, Zhenzhou Ji, Xiaolong Wang

Proceedings of the Neural Information Processing - 21st International Conference, 2014

Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification.

Duyu Tang, Furu Wei, Nan Yang, Ming Zhou, Ting Liu, Bing Qin

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

A Recursive Recurrent Neural Network for Statistical Machine Translation.

Shujie Liu, Nan Yang, Mu Li, Ming Zhou

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Punctuation Prediction with Transition-based Parsing.

Dongdong Zhang, Shuangzhi Wu, Nan Yang, Mu Li

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Word Alignment Modeling with Context Dependent Deep Neural Network.

Nan Yang, Shujie Liu, Mu Li, Ming Zhou, Nenghai Yu

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

A Ranking-based Approach to Word Reordering for Statistical Machine Translation.

Nan Yang, Mu Li, Dongdong Zhang, Nenghai Yu

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012