Liang Wang

According to our database, Liang Wang authored at least 34 papers between 2014 and 2025.

Collaborative distances:

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

2025

MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings.

Haonan Chen, Hong Liu, Yuping Luo, Liang Wang, Nan Yang, Furu Wei, Zhicheng Dou

CoRR, June, 2025

Chain-of-Retrieval Augmented Generation.

Liang Wang, Haonan Chen, Nan Yang, Xiaolong Huang, Zhicheng Dou, Furu Wei

CoRR, January, 2025

Little Giants: Synthesizing High-Quality Embedding Data at Scale.

Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Generative Representational Instruction Tuning.

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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data.

Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Bootstrap Your Own Context Length.

Liang Wang, Nan Yang, Xingxing Zhang, Xiaolong Huang, Furu Wei

CoRR, 2024

Multilingual E5 Text Embeddings: A Technical Report.

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

CoRR, 2024

Fine-Tuning LLaMA for Multi-Stage Text Retrieval.

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

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

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

Proceedings of the Twelfth International Conference on Learning Representations, 2024

LongEmbed: Extending Embedding Models for Long Context Retrieval.

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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 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

Improving Text Embeddings with Large Language Models.

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

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 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

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

SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models.

Liang Wang, Wei Zhao, Zhuoyu Wei, Jingming Liu

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast.

Liang Wang, Wei Zhao, Jingming Liu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Investigating Label Bias in Beam Search for Open-ended Text Generation.

Liang Wang, Jinlong Liu, Jingming Liu

CoRR, 2020

2019

Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data.

Wei Zhao, Liang Wang, Kewei Shen, Ruoyu Jia, Jingming Liu

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Denoising based Sequence-to-Sequence Pre-training for Text Generation.

Liang Wang, Wei Zhao, Ruoyu Jia, Sujian Li, Jingming Liu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commonsense Machine Comprehension.

Liang Wang, Meng Sun, Wei Zhao, Kewei Shen, Jingming Liu

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension.

Liang Wang, Sujian Li, Wei Zhao, Kewei Shen, Meng Sun, Ruoyu Jia, Jingming Liu

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

PKU_ICL at SemEval-2017 Task 10: Keyphrase Extraction with Model Ensemble and External Knowledge.

Liang Wang, Sujian Li

Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Learning to Rank Semantic Coherence for Topic Segmentation.

Liang Wang, Sujian Li, Yajuan Lv, Houfeng Wang

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016

Topic Segmentation of Web Documents with Automatic Cue Phrase Identification and BLSTM-CNN.

Liang Wang, Sujian Li, Xinyan Xiao, Yajuan Lyu

Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

Multi-task Learning for Gender and Age Prediction on Chinese Microblog.

Liang Wang, Qi Li, Xuan Chen, Sujian Li

Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

A User Adaptive Model for Followee Recommendation on Twitter.

Yang Liu, Xuan Chen, Sujian Li, Liang Wang

Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

2014

Text-level Discourse Dependency Parsing.

Sujian Li, Liang Wang, Ziqiang Cao, Wenjie Li

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