Liang Wang

56 papers A* 7B 1Journal 32Unranked 16
YearRankTypeTitle / Venue / Authors
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 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 J jnl
WildLong: Synthesizing Realistic Long-Context Instruction Data at Scale.
CoRR
Jiaxi Li, Xingxing Zhang, Xun Wang, Xiaolong Huang, Li Dong, Liang Wang, Si-Qing Chen, Wei Lu, 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
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 — conf
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models.
ACL (1)
Liang Wang, Wei Zhao, Zhuoyu Wei, Jingming Liu
2022 J jnl
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models.
CoRR
Liang Wang, Wei Zhao, Zhuoyu Wei, Jingming Liu
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
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast.
EMNLP (1)
Liang Wang, Wei Zhao, Jingming Liu
2021 J jnl
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast.
CoRR
Liang Wang, Wei Zhao, Jingming Liu
2020 J jnl
Investigating Label Bias in Beam Search for Open-ended Text Generation.
CoRR
Liang Wang, Jinlong Liu, Jingming Liu
2019 — conf
Denoising based Sequence-to-Sequence Pre-training for Text Generation.
EMNLP/IJCNLP (1)
Liang Wang, Wei Zhao, Ruoyu Jia, Sujian Li, Jingming Liu
2019 J jnl
Denoising based Sequence-to-Sequence Pre-training for Text Generation.
CoRR
Liang Wang, Wei Zhao, Ruoyu Jia, Sujian Li, Jingming Liu
2019 — conf
Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data.
NAACL-HLT (1)
Wei Zhao, Liang Wang, Kewei Shen, Ruoyu Jia, Jingming Liu
2019 J jnl
Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data.
CoRR
Wei Zhao, Liang Wang, Kewei Shen, Ruoyu Jia, Jingming Liu
2018 B conf
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension.
COLING
Liang Wang, Sujian Li, Wei Zhao, Kewei Shen, Meng Sun, Ruoyu Jia, Jingming Liu
2018 J jnl
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension.
CoRR
Liang Wang, Sujian Li, Wei Zhao, Kewei Shen, Meng Sun, Ruoyu Jia, Jingming Liu
2018 — conf
Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commonsense Machine Comprehension.
SemEval@NAACL-HLT
Liang Wang, Meng Sun, Wei Zhao, Kewei Shen, Jingming Liu
2018 J jnl
Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commonsense Machine Comprehension.
CoRR
Liang Wang, Meng Sun, Wei Zhao, Kewei Shen, Jingming Liu
2017 A* conf
Learning to Rank Semantic Coherence for Topic Segmentation.
EMNLP
Liang Wang, Sujian Li, Yajuan Lv, Houfeng Wang
2017 — conf
PKU_ICL at SemEval-2017 Task 10: Keyphrase Extraction with Model Ensemble and External Knowledge.
SemEval@ACL
Liang Wang, Sujian Li
2016 — conf
A User Adaptive Model for Followee Recommendation on Twitter.
NLPCC/ICCPOL
Yang Liu, Xuan Chen, Sujian Li, Liang Wang
2016 — conf
Multi-task Learning for Gender and Age Prediction on Chinese Microblog.
NLPCC/ICCPOL
Liang Wang, Qi Li, Xuan Chen, Sujian Li
2016 — conf
Topic Segmentation of Web Documents with Automatic Cue Phrase Identification and BLSTM-CNN.
NLPCC/ICCPOL
Liang Wang, Sujian Li, Xinyan Xiao, Yajuan Lyu
2014 — conf
Text-level Discourse Dependency Parsing.
ACL (1)
Sujian Li, Liang Wang, Ziqiang Cao, Wenjie Li