| 2022 | Continual Few-shot Intent Detection. | Guodun Li, Yuchen Zhai, Qianglong Chen, Xing Gao, Ji Zhang, Yin Zhang |
| 2022 | CSL: A Large-scale Chinese Scientific Literature Dataset. | Yudong Li, Yuqing Zhang, Zhe Zhao, Linlin Shen, Weijie Liu, Weiquan Mao, Hui Zhang |
| 2022 | A-TIP: Attribute-aware Text Infilling via Pre-trained Language Model. | Dongyuan Li, Jingyi You, Kotaro Funakoshi, Manabu Okumura |
| 2022 | MuSeCLIR: A Multiple Senses and Cross-lingual Information Retrieval Dataset. | Wing Yan Li, Julie Weeds, David J. Weir |
| 2022 | Summarizing Dialogues with Negative Cues. | Junpeng Liu, Yanyan Zou, Yuxuan Xi, Shengjie Li, Mian Ma, Zhuoye Ding |
| 2022 | PingAnTech at SMM4H task1: Multiple pre-trained model approaches for Adverse Drug Reactions. | Xi Liu, Han Zhou, Chang Su |
| 2022 | Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation. | Qijiong Liu, Jieming Zhu, Quanyu Dai, Xiaoming Wu |
| 2022 | DialogueEIN: Emotion Interaction Network for Dialogue Affective Analysis. | Yuchen Liu, Jinming Zhao, Jingwen Hu, Ruichen Li, Qin Jin |
| 2022 | Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline. | Ruixue Liu, Shaozu Yuan, Aijun Dai, Lei Shen, Tiangang Zhu, Meng Chen, Xiaodong He |
| 2022 | Noise Learning for Text Classification: A Benchmark. | Bo Liu, Wandi Xu, Yuejia Xiang, Xiaojun Wu, Lejian He, Bowen Zhang, Li Zhu |
| 2022 | Label Smoothing for Text Mining. | Peiyang Liu, Xiangyu Xi, Wei Ye, Shikun Zhang |
| 2022 | Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings. | Linlin Liu, Thien Hai Nguyen, Shafiq R. Joty, Lidong Bing, Luo Si |
| 2022 | Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization. | Zhengyuan Liu, Shikang Ni, Ai Ti Aw, Nancy F. Chen |
| 2022 | CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction. | Ruri Liu, Shasha Mo, Jianwei Niu, Shengda Fan |
| 2022 | Evaluating the Performance of Transformer-based Language Models for Neuroatypical Language. | Duanchen Liu, Zoey Liu, Qingyun Yang, Yujing Huang, Emily Prud'hommeaux |
| 2022 | TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding. | Zichen Liu, Xuyuan Liu, Yanlong Wen, Guoqing Zhao, Fen Xia, Xiaojie Yuan |
| 2022 | Target Really Matters: Target-aware Contrastive Learning and Consistency Regularization for Few-shot Stance Detection. | Rui Liu, Zheng Lin, Huishan Ji, Jiangnan Li, Peng Fu, Weiping Wang |
| 2022 | Multi-Attribute Controlled Text Generation with Contrastive-Generator and External-Discriminator. | Guisheng Liu, Yi Li, Yanqing Guo, Xiangyang Luo, Bo Wang |
| 2022 | A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal Products. | Kesong Liu, Jianhui Jiang, Feifei Lyu |
| 2022 | Few Clean Instances Help Denoising Distant Supervision. | Yufang Liu, Ziyin Huang, Yijun Wang, Changzhi Sun, Man Lan, Yuanbin Wu, Xiaofeng Mou, Ding Wang |
| 2022 | Learning to Focus on the Foreground for Temporal Sentence Grounding. | Daizong Liu, Wei Hu |
| 2022 | AIR-JPMC@SMM4H'22: BERT + Ensembling = Too Cool: Using Multiple BERT Models Together for Various COVID-19 Tweet Identification Tasks. | Leung Wai Liu, Akshat Gupta, Saheed Obitayo, Xiaomo Liu, Sameena Shah |
| 2022 | BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification. | Ziwen Liu, Josep Grau-Bov, Scott Allan Orr |
| 2022 | PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization. | Xiaochen Liu, Yang Gao, Yu Bai, Jiawei Li, Yinan Hu, Heyan Huang, Boxing Chen |
| 2022 | MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation. | Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang |