| 2022 | A multi-level approach for hierarchical Ticket Classification. | Matteo Marcuzzo, Alessandro Zangari, Michele Schiavinato, Lorenzo Giudice, Andrea Gasparetto, Andrea Albarelli |
| 2022 | Establishing Annotation Quality in Multi-label Annotations. | Marian Marchal, Merel C. J. Scholman, Frances Yung, Vera Demberg |
| 2022 | Learnable Dependency-based Double Graph Structure for Aspect-based Sentiment Analysis. | Yinglong Ma, Yunhe Pang |
| 2022 | Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering. | Jianguo Mao, Jiyuan Zhang, Zengfeng Zeng, Weihua Peng, Wenbin Jiang, Xiangdong Wang, Hong Liu, Yajuan Lyu |
| 2022 | MultiCoNER: A Large-scale Multilingual Dataset for Complex Named Entity Recognition. | Shervin Malmasi, Anjie Fang, Besnik Fetahu, Sudipta Kar, Oleg Rokhlenko |
| 2022 | GLAF: Global-to-Local Aggregation and Fission Network for Semantic Level Fact Verification. | Zhiyuan Ma, Jianjun Li, Guohui Li, Yongjing Cheng |
| 2022 | Coalescing Global and Local Information for Procedural Text Understanding. | Kaixin Ma, Filip Ilievski, Jonathan Francis, Eric Nyberg, Alessandro Oltramari |
| 2022 | GraDA: Graph Generative Data Augmentation for Commonsense Reasoning. | Adyasha Maharana, Mohit Bansal |
| 2022 | IMPARA: Impact-Based Metric for GEC Using Parallel Data. | Koki Maeda, Masahiro Kaneko, Naoaki Okazaki |
| 2022 | Towards Explainable Evaluation of Language Models on the Semantic Similarity of Visual Concepts. | Maria Lymperaiou, George Manoliadis, Orfeas Menis-Mastromichalakis, Edmund G. Dervakos, Giorgos Stamou |
| 2022 | Measuring Geographic Performance Disparities of Offensive Language Classifiers. | Brandon Lwowski, Paul Rad, Anthony Rios |
| 2022 | Flat Multi-modal Interaction Transformer for Named Entity Recognition. | Junyu Lu, Dixiang Zhang, Jiaxing Zhang, Pingjian Zhang |
| 2022 | KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings. | Zhiping Luo, Wentao Xu, Weiqing Liu, Jiang Bian, Jian Yin, Tie-Yan Liu |
| 2022 | Exploiting Sentiment and Common Sense for Zero-shot Stance Detection. | Yun Luo, Zihan Liu, Yuefeng Shi, Stan Z. Li, Yue Zhang |
| 2022 | Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and Evaluation. | Junyu Luo, Junxian Lin, Chi Lin, Cao Xiao, Xinning Gui, Fenglong Ma |
| 2022 | Few-shot Table-to-text Generation with Prefix-Controlled Generator. | Yutao Luo, Menghua Lu, Gongshen Liu, Shilin Wang |
| 2022 | Mere Contrastive Learning for Cross-Domain Sentiment Analysis. | Yun Luo, Fang Guo, Zihan Liu, Yue Zhang |
| 2022 | Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis. | Siwen Luo, Yihao Ding, Siqu Long, Josiah Poon, Soyeon Caren Han |
| 2022 | Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning. | Xuantao Lu, Jingping Liu, Zhouhong Gu, Hanwen Tong, Chenhao Xie, Junyang Huang, Yanghua Xiao, Wenguang Wang |
| 2022 | Where to Attack: A Dynamic Locator Model for Backdoor Attack in Text Classifications. | Heng-Yang Lu, Chenyou Fan, Jun Yang, Cong Hu, Wei Fang, Xiao-Jun Wu |
| 2022 | Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop? | Jess Lovn-Melgarejo, Jos G. Moreno, Romaric Besanon, Olivier Ferret, Lynda Tamine |
| 2022 | TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media. | Daniel Loureiro, Aminette D'Souza, Areej Nasser Muhajab, Isabella A. White, Gabriel Wong, Luis Espinosa Anke, Leonardo Neves, Francesco Barbieri, Jos Camacho-Collados |
| 2022 | Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced Languages. | Valeriy Lobov, Alexandra Ivoylova, Serge Sharoff |
| 2022 | New or Old? Exploring How Pre-Trained Language Models Represent Discourse Entities. | Sharid Loiciga, Anne Beyer, David Schlangen |
| 2022 | AMOA: Global Acoustic Feature Enhanced Modal-Order-Aware Network for Multimodal Sentiment Analysis. | Ziming Li, Yan Zhou, Weibo Zhang, Yaxin Liu, Chuanpeng Yang, Zheng Lian, Songlin Hu |