Imbalanced Sentiment Classification Enhanced with Discourse Marker. - Tao Zhang 101; Xing Wu 002; Meng Lin; Jizhong Han; Songlin Hu 001 (ICANN (4), 2019)

Conditional BERT Contextual Augmentation. - Xing Wu 002; Shangwen Lv; Liangjun Zang; Jizhong Han; Songlin Hu 001 (ICCS (4), 2019)

Mask and Infill: Applying Masked Language Model for Sentiment Transfer. - Xing Wu 002; Tao Zhang 101; Liangjun Zang; Jizhong Han; Songlin Hu 001 (IJCAI, 2019)

"Mask and Infill" : Applying Masked Language Model to Sentiment Transfer. - Xing Wu 002; Tao Zhang 101; Liangjun Zang; Jizhong Han; Songlin Hu 001 (CoRR, 2019)

TransSent: Towards Generation of Structured Sentences with Discourse Marker. - Xing Wu 002; Tao Zhang 101; Liangjun Zang; Jizhong Han; Songlin Hu 001 (CoRR, 2019)

Data Augmentation for Copy-Mechanism in Dialogue State Tracking. - Xiaohui Song; Liangjun Zang; Yipeng Su; Xing Wu 002; Jizhong Han; Songlin Hu 001 (CoRR, 2020)

Smoothed Contrastive Learning for Unsupervised Sentence Embedding. - Xing Wu 002; Chaochen Gao; Liangjun Zang; Jizhong Han; Zhongyuan Wang; Songlin Hu 001 (CoRR, 2021)

DisCo: Effective Knowledge Distillation For Contrastive Learning of Sentence Embeddings. - Xing Wu 002; Chaochen Gao; Jue Wang; Liangjun Zang; Zhongyuan Wang; Songlin Hu 001 (CoRR, 2021)

Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks. - Xing Wu 002; Chaochen Gao; Meng Lin; Liangjun Zang; Songlin Hu 001 (ACL (2), 2022)

ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding. - Xing Wu 002; Chaochen Gao; Liangjun Zang; Jizhong Han; Zhongyuan Wang; Songlin Hu 001 (COLING, 2022)

Smoothed Contrastive Learning for Unsupervised Sentence Embedding. - Xing Wu 002; Chaochen Gao; Yipeng Su; Jizhong Han; Zhongyuan Wang; Songlin Hu 001 (COLING, 2022)

RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval. - Xing Wu 002; Chaochen Gao; Zijia Lin; Zhongyuan Wang; Jizhong Han; Songlin Hu 001 (EMNLP (Findings), 2022)

InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings. - Xing Wu 002; Chaochen Gao; Zijia Lin; Jizhong Han; Zhongyuan Wang; Songlin Hu 001 (EMNLP (Findings), 2022)

Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks. - Xing Wu 002; Chaochen Gao; Meng Lin; Liangjun Zang; Zhongyuan Wang; Songlin Hu 001 (CoRR, 2022)

ConTextual Mask Auto-Encoder for Dense Passage Retrieval. - Xing Wu 002; Guangyuan Ma; Meng Lin; Zijia Lin; Zhongyuan Wang; Songlin Hu 001 (CoRR, 2022)

Query-as-context Pre-training for Dense Passage Retrieval. - Xing Wu 002; Guangyuan Ma; Songlin Hu 001 (CoRR, 2022)

ConTextual Masked Auto-Encoder for Dense Passage Retrieval. - Xing Wu 002; Guangyuan Ma; Meng Lin; Zijia Lin; Zhongyuan Wang; Songlin Hu 001 (AAAI, 2023)

PUNR: Pre-training with User Behavior Modeling for News Recommendation. - Guangyuan Ma; Hongtao Liu; Xing Wu 002; Wanhui Qian; Zhepeng Lv; Qing Yang 033; Songlin Hu 001 (EMNLP (Findings), 2023)

Query-as-context Pre-training for Dense Passage Retrieval. - Xing Wu 002; Guangyuan Ma; Wanhui Qian; Zijia Lin; Songlin Hu 001 (EMNLP, 2023)

CoT-MAE v2: Contextual Masked Auto-Encoder with Multi-view Modeling for Passage Retrieval. - Xing Wu 002; Guangyuan Ma; Peng Wang 028; Meng Lin; Zijia Lin; Fuzheng Zhang; Songlin Hu 001 (CoRR, 2023)

CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval. - Guangyuan Ma; Xing Wu 002; Peng Wang 028; Songlin Hu 001 (CoRR, 2023)

ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems. - Zhenpeng Su; Xing Wu 002; Wei Zhou 019; Guangyuan Ma; Songlin Hu 001 (CoRR, 2023)

Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval. - Guangyuan Ma; Xing Wu 002; Peng Wang 028; Zijia Lin; Songlin Hu 001 (CoRR, 2023)

HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus. - Zhenpeng Su; Xing Wu 002; Wei Zhou 019; Guangyuan Ma; Songlin Hu 001 (CoRR, 2023)

InfoEntropy Loss to Mitigate Bias of Learning Difficulties for Generative Language Models. - Zhenpeng Su; Xing Wu 002; Xue Bai; Zijia Lin; Hui Chen 013; Guiguang Ding; Wei Zhou 019; Songlin Hu 001 (CoRR, 2023)

Quartet: A Holistic Hybrid Parallel Framework for Training Large Language Models. - Weigang Zhang; Biyu Zhou; Xing Wu 002; Chaochen Gao; Zhibing Liu; Xuehai Tang; Ruixuan Li 001; Jizhong Han; Songlin Hu 001 (Euro-Par (2), 2024)

Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems. - Zhenpeng Su; Xing Wu 002; Wei Zhou 019; Guangyuan Ma; Songlin Hu 001 (NAACL-HLT, 2024)

Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval. - Guangyuan Ma; Xing Wu 002; Zijia Lin; Songlin Hu 001 (SIGIR, 2024)

MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-Experts. - Zhenpeng Su; Zijia Lin; Xue Bai; Xing Wu 002; Yizhe Xiong; Haoran Lian; Guangyuan Ma; Hui Chen 013; Guiguang Ding; Wei Zhou 019; Songlin Hu 001 (CoRR, 2024)

CodePMP: Scalable Preference Model Pretraining for Large Language Model Reasoning. - Huimu Yu; Xing Wu 002; Weidong Yin; Debing Zhang; Songlin Hu 001 (CoRR, 2024)

Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval. - Guangyuan Ma; Yongliang Ma; Xing Wu 002; Zhenpeng Su; Ming Zhou 001; Songlin Hu 001 (AAAI, 2025)

Quest: Query-centric Data Synthesis Approach for Long-context Scaling of Large Language Model. - Chaochen Gao; Xing Wu 002; Qi Fu; Songlin Hu 001 (ICLR, 2025)

CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts. - Zhenpeng Su; Xing Wu 002; Zijia Lin; Yizhe Xiong; Minxuan Lv; Guangyuan Ma; Hui Chen 013; Songlin Hu 001; Guiguang Ding (NAACL (Long Papers), 2025)

NExtLong: Toward Effective Long-Context Training without Long Documents. - Chaochen Gao; Xing Wu 002; Zijia Lin; Debing Zhang; Songlin Hu 001 (CoRR, 2025)

LongMagpie: A Self-synthesis Method for Generating Large-scale Long-context Instructions. - Chaochen Gao; Xing Wu 002; Zijia Lin; Debing Zhang; Songlin Hu 001 (CoRR, 2025)

Libra: Large Chinese-based Safeguard for AI Content. - Ziyang Chen; Huimu Yu; Xing Wu 002; Dongqin Liu; Songlin Hu 001 (CoRR, 2025)