Nan Yang

82 papers A* 15B 1Journal 45Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning to Draft: Adaptive Speculative Decoding with Reinforcement Learning.
CoRR
Jiebin Zhang, Zhenghan Yu, Liang Wang, Nan Yang, Eugene J. Yu, Zheng Li, Yifan Song, Dawei Zhu, Xingxing Zhang, Furu Wei, Sujian Li
2026 J jnl
Two Pathways to Truthfulness: On the Intrinsic Encoding of LLM Hallucinations.
CoRR
Wen Luo, Guangyue Peng, Wei Li, Shaohang Wei, Feifan Song, Liang Wang, Nan Yang, Xingxing Zhang, Jing Jin, Furu Wei, Houfeng Wang
2025 J jnl
Chain-of-Retrieval Augmented Generation.
CoRR
Liang Wang, Haonan Chen, Nan Yang, Xiaolong Huang, Zhicheng Dou, Furu Wei
2025 J jnl
DocReward: A Document Reward Model for Structuring and Stylizing.
CoRR
Junpeng Liu, Yuzhong Zhao, Bowen Cao, Jiayu Ding, Yilin Jia, Tengchao Lv, Yupan Huang, Shaohan Huang, Nan Yang, Li Dong, Lei Cui, Tao Ge, Xun Wang, Huitian Jiao, Sun Mao, FNU Kartik, Si-Qing Chen, Wai Lam, Furu Wei
2025 A* conf
Generative Representational Instruction Tuning.
ICLR
Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao Yu, Amanpreet Singh, Douwe Kiela
2025 — conf
Little Giants: Synthesizing High-Quality Embedding Data at Scale.
NAACL (Long Papers)
Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou
2025 J jnl
MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings.
CoRR
Haonan Chen, Hong Liu, Yuping Luo, Liang Wang, Nan Yang, Furu Wei, Zhicheng Dou
2025 J jnl
Thinking Augmented Pre-training.
CoRR
Liang Wang, Nan Yang, Shaohan Huang, Li Dong, Furu Wei
2025 — conf
mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data.
ACL (Findings)
Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou
2025 J jnl
mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data.
CoRR
Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou
2024 J jnl
Bootstrap Your Own Context Length.
CoRR
Liang Wang, Nan Yang, Xingxing Zhang, Xiaolong Huang, Furu Wei
2024 A* conf
Fine-Tuning LLaMA for Multi-Stage Text Retrieval.
SIGIR
Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin
2024 J jnl
Fine-tuning pretrained transformer encoders for sequence-to-sequence learning.
Int. J. Mach. Learn. Cybern.
Hangbo Bao, Li Dong, Wenhui Wang, Nan Yang, Songhao Piao, Furu Wei
2024 J jnl
Generative Representational Instruction Tuning.
CoRR
Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao Yu, Amanpreet Singh, Douwe Kiela
2024 — conf
Improving Text Embeddings with Large Language Models.
ACL (1)
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
2024 J jnl
Improving Text Embeddings with Large Language Models.
CoRR
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
2024 A* conf
Learning to Rank in Generative Retrieval.
AAAI
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
2024 — conf
Learning to Retrieve In-Context Examples for Large Language Models.
EACL (1)
Liang Wang, Nan Yang, Furu Wei
2024 J jnl
Little Giants: Synthesizing High-Quality Embedding Data at Scale.
CoRR
Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou
2024 A* conf
LongEmbed: Extending Embedding Models for Long Context Retrieval.
EMNLP
Dawei Zhu, Liang Wang, Nan Yang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li
2024 J jnl
LongEmbed: Extending Embedding Models for Long Context Retrieval.
CoRR
Dawei Zhu, Liang Wang, Nan Yang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li
2024 J jnl
Multilingual E5 Text Embeddings: A Technical Report.
CoRR
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
2024 A* conf
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training.
ICLR
Dawei Zhu, Nan Yang, Liang Wang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li
2023 J jnl
Fine-Tuning LLaMA for Multi-Stage Text Retrieval.
CoRR
Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin
2023 J jnl
Generative retrieval for conversational question answering.
Inf. Process. Manag.
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
2023 J jnl
Inference with Reference: Lossless Acceleration of Large Language Models.
CoRR
Nan Yang, Tao Ge, Liang Wang, Binxing Jiao, Daxin Jiang, Linjun Yang, Rangan Majumder, Furu Wei
2023 J jnl
Large Search Model: Redefining Search Stack in the Era of LLMs.
CoRR
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
2023 J jnl
Large Search Model: Redefining Search Stack in the Era of LLMs.
SIGIR Forum
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
2023 J jnl
Learning to Rank in Generative Retrieval.
CoRR
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
2023 J jnl
Learning to Retrieve In-Context Examples for Large Language Models.
CoRR
Liang Wang, Nan Yang, Furu Wei
2023 — conf
Multiview Identifiers Enhanced Generative Retrieval.
ACL (1)
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
2023 J jnl
Multiview Identifiers Enhanced Generative Retrieval.
CoRR
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
2023 J jnl
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training.
CoRR
Dawei Zhu, Nan Yang, Liang Wang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li
2023 A* conf
Query2doc: Query Expansion with Large Language Models.
EMNLP
Liang Wang, Nan Yang, Furu Wei
2023 J jnl
Query2doc: Query Expansion with Large Language Models.
CoRR
Liang Wang, Nan Yang, Furu Wei
2023 — conf
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval.
ACL (1)
Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei
2022 J jnl
Learning Diverse Document Representations with Deep Query Interactions for Dense Retrieval.
CoRR
Zehan Li, Nan Yang, Liang Wang, Furu Wei
2022 J jnl
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval.
CoRR
Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei
2022 J jnl
Text Embeddings by Weakly-Supervised Contrastive Pre-training.
CoRR
Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei
2021 — conf
InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training.
NAACL-HLT
Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou
2021 J jnl
s2s-ft: Fine-Tuning Pretrained Transformer Encoders for Sequence-to-Sequence Learning.
CoRR
Hangbo Bao, Li Dong, Wenhui Wang, Nan Yang, Furu Wei
2021 — conf
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering.
ACL/IJCNLP (1)
Nan Yang, Furu Wei, Binxing Jiao, Daxing Jiang, Linjun Yang
2020 J jnl
A Joint Sentence Scoring and Selection Framework for Neural Extractive Document Summarization.
IEEE ACM Trans. Audio Speech Lang. Process.
Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao
2020 J jnl
InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training.
CoRR
Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou
2020 A* conf
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers.
NeurIPS
Wenhui Wang, Furu Wei, Li Dong, Hangbo Bao, Nan Yang, Ming Zhou
2020 J jnl
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers.
CoRR
Wenhui Wang, Furu Wei, Li Dong, Hangbo Bao, Nan Yang, Ming Zhou
2020 A* conf
UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training.
ICML
Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Xiaodong Liu, Yu Wang, Jianfeng Gao, Songhao Piao, Ming Zhou, Hsiao-Wuen Hon
2020 J jnl
UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training.
CoRR
Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Xiaodong Liu, Yu Wang, Songhao Piao, Jianfeng Gao, Ming Zhou, Hsiao-Wuen Hon
2019 — conf
Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension.
MRQA@EMNLP
Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Lei Cui, Songhao Piao, Ming Zhou
2019 A* conf
Read + Verify: Machine Reading Comprehension with Unanswerable Questions.
AAAI
Minghao Hu, Furu Wei, Yuxing Peng, Zhen Huang, Nan Yang, Dongsheng Li
2019 A* conf
Unified Language Model Pre-training for Natural Language Understanding and Generation.
NeurIPS
Li Dong, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, Ming Zhou, Hsiao-Wuen Hon
2019 J jnl
Unified Language Model Pre-training for Natural Language Understanding and Generation.
CoRR
Li Dong, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, Ming Zhou, Hsiao-Wuen Hon
2018 A* conf
Attention-Guided Answer Distillation for Machine Reading Comprehension.
EMNLP
Minghao Hu, Yuxing Peng, Furu Wei, Zhen Huang, Dongsheng Li, Nan Yang, Ming Zhou
2018 J jnl
Attention-Guided Answer Distillation for Machine Reading Comprehension.
CoRR
Minghao Hu, Yuxing Peng, Furu Wei, Zhen Huang, Dongsheng Li, Nan Yang, Ming Zhou
2018 J jnl
Context-Aware Answer Sentence Selection With Hierarchical Gated Recurrent Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process.
Chuanqi Tan, Furu Wei, Qingyu Zhou, Nan Yang, Bowen Du, Weifeng Lv, Ming Zhou
2018 J jnl
Dependency-to-Dependency Neural Machine Translation.
IEEE ACM Trans. Audio Speech Lang. Process.
Shuangzhi Wu, Dongdong Zhang, Zhirui Zhang, Nan Yang, Mu Li, Ming Zhou
2018 — conf
I Know There Is No Answer: Modeling Answer Validation for Machine Reading Comprehension.
NLPCC (1)
Chuanqi Tan, Furu Wei, Qingyu Zhou, Nan Yang, Weifeng Lv, Ming Zhou
2018 — conf
Neural Document Summarization by Jointly Learning to Score and Select Sentences.
ACL (1)
Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao
2018 J jnl
Neural Document Summarization by Jointly Learning to Score and Select Sentences.
CoRR
Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao
2018 J jnl
Read + Verify: Machine Reading Comprehension with Unanswerable Questions.
CoRR
Minghao Hu, Furu Wei, Yuxing Peng, Zhen Huang, Nan Yang, Ming Zhou
2018 A* conf
S-Net: From Answer Extraction to Answer Synthesis for Machine Reading Comprehension.
AAAI
Chuanqi Tan, Furu Wei, Nan Yang, Bowen Du, Weifeng Lv, Ming Zhou
2018 A* conf
Sequential Copying Networks.
AAAI
Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou
2018 J jnl
Sequential Copying Networks.
CoRR
Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou
2017 — conf
Gated Self-Matching Networks for Reading Comprehension and Question Answering.
ACL (1)
Wenhui Wang, Nan Yang, Furu Wei, Baobao Chang, Ming Zhou
2017 — conf
Neural Question Generation from Text: A Preliminary Study.
NLPCC
Qingyu Zhou, Nan Yang, Furu Wei, Chuanqi Tan, Hangbo Bao, Ming Zhou
2017 J jnl
Neural Question Generation from Text: A Preliminary Study.
CoRR
Qingyu Zhou, Nan Yang, Furu Wei, Chuanqi Tan, Hangbo Bao, Ming Zhou
2017 J jnl
S-Net: From Answer Extraction to Answer Generation for Machine Reading Comprehension.
CoRR
Chuanqi Tan, Furu Wei, Nan Yang, Weifeng Lv, Ming Zhou
2017 — conf
Selective Encoding for Abstractive Sentence Summarization.
ACL (1)
Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou
2017 J jnl
Selective Encoding for Abstractive Sentence Summarization.
CoRR
Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou
2017 — conf
Sequence-to-Dependency Neural Machine Translation.
ACL (1)
Shuangzhi Wu, Dongdong Zhang, Nan Yang, Mu Li, Ming Zhou
2016 B conf
Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation.
COLING
Shi Feng, Shujie Liu, Nan Yang, Mu Li, Ming Zhou, Kenny Q. Zhu
2016 A* conf
Jointly Modeling Topics and Intents with Global Order Structure.
AAAI
Bei Chen, Jun Zhu, Nan Yang, Tian Tian, Ming Zhou, Bo Zhang
2016 J jnl
Sentiment Embeddings with Applications to Sentiment Analysis.
IEEE Trans. Knowl. Data Eng.
Duyu Tang, Furu Wei, Bing Qin, Nan Yang, Ting Liu, Ming Zhou
2015 J jnl
Jointly Modeling Topics and Intents with Global Order Structure.
CoRR
Bei Chen, Jun Zhu, Nan Yang, Tian Tian, Ming Zhou, Bo Zhang
2015 A* conf
Modeling Mention, Context and Entity with Neural Networks for Entity Disambiguation.
IJCAI
Yaming Sun, Lei Lin, Duyu Tang, Nan Yang, Zhenzhou Ji, Xiaolong Wang
2014 — conf
A Recursive Recurrent Neural Network for Statistical Machine Translation.
ACL (1)
Shujie Liu, Nan Yang, Mu Li, Ming Zhou
2014 — conf
Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification.
ACL (1)
Duyu Tang, Furu Wei, Nan Yang, Ming Zhou, Ting Liu, Bing Qin
2014 — conf
Radical-Enhanced Chinese Character Embedding.
ICONIP (2)
Yaming Sun, Lei Lin, Nan Yang, Zhenzhou Ji, Xiaolong Wang
2014 J jnl
Radical-Enhanced Chinese Character Embedding.
CoRR
Yaming Sun, Lei Lin, Duyu Tang, Nan Yang, Zhenzhou Ji, Xiaolong Wang
2013 — conf
Punctuation Prediction with Transition-based Parsing.
ACL (1)
Dongdong Zhang, Shuangzhi Wu, Nan Yang, Mu Li
2013 — conf
Word Alignment Modeling with Context Dependent Deep Neural Network.
ACL (1)
Nan Yang, Shujie Liu, Mu Li, Ming Zhou, Nenghai Yu
2012 — conf
A Ranking-based Approach to Word Reordering for Statistical Machine Translation.
ACL (1)
Nan Yang, Mu Li, Dongdong Zhang, Nenghai Yu