| 2022 | PrefScore: Pairwise Preference Learning for Reference-free Summarization Quality Assessment. | Ge Luo, Hebi Li, Youbiao He, Forrest Sheng Bao |
| 2022 | Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes. | Bin Ji, Shasha Li, Shaoduo Gan, Jie Yu, Jun Ma, Huijun Liu, Jing Yang |
| 2022 | ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding. | Xing Wu, Chaochen Gao, Liangjun Zang, Jizhong Han, Zhongyuan Wang, Songlin Hu |
| 2022 | CINO: A Chinese Minority Pre-trained Language Model. | Ziqing Yang, Zihang Xu, Yiming Cui, Baoxin Wang, Min Lin, Dayong Wu, Zhigang Chen |
| 2022 | CausalQA: A Benchmark for Causal Question Answering. | Alexander Bondarenko, Magdalena Wolska, Stefan Heindorf, Lukas Blbaum, Axel-Cyrille Ngonga Ngomo, Benno Stein, Pavel Braslavski, Matthias Hagen, Martin Potthast |
| 2022 | LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation. | Yulia Otmakhova, Thinh Hung Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor, Jey Han Lau |
| 2022 | Semantic-based Pre-training for Dialogue Understanding. | Xuefeng Bai, Linfeng Song, Yue Zhang |
| 2022 | Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics. | Zihao Wang, Jiaheng Dou, Yong Zhang |
| 2022 | Unsupervised Lexical Substitution with Decontextualised Embeddings. | Takashi Wada, Timothy Baldwin, Yuji Matsumoto, Jey Han Lau |
| 2022 | Simple and Effective Graph-to-Graph Annotation Conversion. | Yuxuan Wang, Zhilin Lei, Yuqiu Ji, Wanxiang Che |
| 2022 | ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification. | Meiqi Chen, Yixin Cao, Kunquan Deng, Mukai Li, Kun Wang, Jing Shao, Yan Zhang |
| 2020 | KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision. | Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao |
| 2020 | Towards Knowledge-Augmented Visual Question Answering. | Maryam Ziaeefard, Freddy Lcu |
| 2020 | A Multitask Active Learning Framework for Natural Language Understanding. | Hua Zhu, Wu Ye, Sihan Luo, Xidong Zhang |
| 2020 | Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction. | Tong Zhu, Haitao Wang, Junjie Yu, Xiabing Zhou, Wenliang Chen, Wei Zhang, Min Zhang |
| 2020 | Sentence Analogies: Linguistic Regularities in Sentence Embeddings. | Xunjie Zhu, Gerard de Melo |
| 2020 | Towards Topic-Guided Conversational Recommender System. | Kun Zhou, Yuanhang Zhou, Wayne Xin Zhao, Xiaoke Wang, Ji-Rong Wen |
| 2020 | Global Context-enhanced Graph Convolutional Networks for Document-level Relation Extraction. | Huiwei Zhou, Yibin Xu, Weihong Yao, Zhe Liu, Chengkun Lang, Haibin Jiang |
| 2020 | At Which Level Should We Extract? An Empirical Analysis on Extractive Document Summarization. | Qingyu Zhou, Furu Wei, Ming Zhou |
| 2020 | Emotion Classification by Jointly Learning to Lexiconize and Classify. | Deyu Zhou, Shuangzhi Wu, Qing Wang, Jun Xie, Zhaopeng Tu, Mu Li |
| 2020 | SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis. | Jie Zhou, Junfeng Tian, Rui Wang, Yuanbin Wu, Wenming Xiao, Liang He |
| 2020 | Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming. | Zhenpeng Zhou, Ahmad Beirami, Paul A. Crook, Pararth Shah, Rajen Subba, Alborz Geramifard |
| 2020 | Controllable Abstractive Sentence Summarization with Guiding Entities. | Changmeng Zheng, Yi Cai, Guanjie Zhang, Qing Li |
| 2020 | Heterogeneous Graph Neural Networks to Predict What Happen Next. | Jianming Zheng, Fei Cai, Yanxiang Ling, Honghui Chen |
| 2020 | Manifold Learning-based Word Representation Refinement Incorporating Global and Local Information. | Wenyu Zhao, Dong Zhou, Lin Li, Jinjun Chen |