| 2022 | Detecting generated scientific papers using an ensemble of transformer models. | Anna V. Glazkova, Maksim Glazkov |
| 2022 | COMMA-DEER: COmmon-sense Aware Multimodal Multitask Approach for Detection of Emotion and Emotional Reasoning in Conversations. | Soumitra Ghosh, Gopendra Vikram Singh, Asif Ekbal, Pushpak Bhattacharyya |
| 2022 | EM-PERSONA: EMotion-assisted Deep Neural Framework for PERSONAlity Subtyping from Suicide Notes. | Soumitra Ghosh, Dhirendra Kumar Maurya, Asif Ekbal, Pushpak Bhattacharyya |
| 2022 | Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning. | Zhichao Geng, Ming Zhong, Zhangyue Yin, Xipeng Qiu, Xuanjing Huang |
| 2022 | Towards Exploiting Sticker for Multimodal Sentiment Analysis in Social Media: A New Dataset and Baseline. | Feng Ge, Weizhao Li, Haopeng Ren, Yi Cai |
| 2022 | Dynamic Dialogue Policy for Continual Reinforcement Learning. | Christian Geishauser, Carel van Niekerk, Hsien-Chin Lin, Nurul Lubis, Michael Heck, Shutong Feng, Milica Gasic |
| 2022 | E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models. | Ling Ge, Chunming Hu, Guanghui Ma, Junshuang Wu, Junfan Chen, Jihong Liu, Hong Zhang, Wenyi Qin, Richong Zhang |
| 2022 | DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents. | Mingfei Gao, Le Xue, Chetan Ramaiah, Chen Xing, Ran Xu, Caiming Xiong |
| 2022 | Topology Imbalance and Relation Inauthenticity Aware Hierarchical Graph Attention Networks for Fake News Detection. | Li Gao, Lingyun Song, Jie Liu, Bolin Chen, Xuequn Shang |
| 2022 | LEGO-ABSA: A Prompt-based Task Assemblable Unified Generative Framework for Multi-task Aspect-based Sentiment Analysis. | Tianhao Gao, Jun Fang, Hanyu Liu, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Yongjun Bao, Weipeng Yan |
| 2022 | Summarizing Patients' Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models. | Yanjun Gao, Dmitriy Dligach, Timothy Miller, Dongfang Xu, Matthew M. Churpek, Majid Afshar |
| 2022 | Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models. | Ze-Feng Gao, Peiyu Liu, Wayne Xin Zhao, Zhong-Yi Lu, Ji-Rong Wen |
| 2022 | Modelling Commonsense Properties Using Pre-Trained Bi-Encoders. | Amit Gajbhiye, Luis Espinosa Anke, Steven Schockaert |
| 2022 | CASIA@SMM4H'22: A Uniform Health Information Mining System for Multilingual Social Media Texts. | Jia Fu, Sirui Li, Hui Ming Yuan, Zhucong Li, Zhen Gan, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu |
| 2022 | Topicalization in Language Models: A Case Study on Japanese. | Riki Fujihara, Tatsuki Kuribayashi, Kaori Abe, Ryoko Tokuhisa, Kentaro Inui |
| 2022 | An Effective, Performant Named Entity Recognition System for Noisy Business Telephone Conversation Transcripts. | Xue-Yong Fu, Cheng Chen, Md. Tahmid Rahman Laskar, Shashi Bhushan TN, Simon Corston-Oliver |
| 2022 | Text-to-Text Extraction and Verbalization of Biomedical Event Graphs. | Giacomo Frisoni, Gianluca Moro, Lorenzo Balzani |
| 2022 | NLG-Metricverse: An End-to-End Library for Evaluating Natural Language Generation. | Giacomo Frisoni, Antonella Carbonaro, Gianluca Moro, Andrea Zammarchi, Marco Avagnano |
| 2022 | Fraunhofer SIT@SMM4H'22: Learning to Predict Stances and Premises in Tweets related to COVID-19 Health Orders Using Generative Models. | Raphael Antonius Frick, Martin Steinebach |
| 2022 | KUL@SMM4H'22: Template Augmented Adaptive Pre-training for Tweet Classification. | Sumam Francis, Marie-Francine Moens |
| 2022 | PoliSe: Reinforcing Politeness Using User Sentiment for Customer Care Response Generation. | Mauajama Firdaus, Asif Ekbal, Pushpak Bhattacharyya |
| 2022 | Fashioning Local Designs from Generic Speech Technologies in an Australian Aboriginal Community. | ric Le Ferrand, Steven Bird, Laurent Besacier |
| 2022 | Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded Conversations. | Jiazhan Feng, Chongyang Tao, Zhen Li, Chang Liu, Tao Shen, Dongyan Zhao |
| 2022 | Cross-lingual Feature Extraction from Monolingual Corpora for Low-resource Unsupervised Bilingual Lexicon Induction. | Zihao Feng, Hailong Cao, Tiejun Zhao, Weixuan Wang, Wei Peng |
| 2022 | LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases. | Zichu Fei, Xin Zhou, Tao Gui, Qi Zhang, Xuanjing Huang |