Kaitao Song, Xu Tan, Tao Qin and

Jianfeng Lu, Tie-Yan Liu

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Gustavo Penha, Claudia Hauff

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conversational recommendation, conversational search, probing

Qi Zhang, Jingjie Li, Qinglin Jia and

Chuyuan Wang, Jieming Zhu, Zhaowei Wang, Xiuqiang He

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Machine Learning, Recommender Systems, Recommender Systems

Junliang Guo, Zhirui Zhang, Linli Xu and

Hao-Ran Wei, Boxing Chen, Enhong Chen

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Kristian Miok, Gregor Pirs, Marko Robnik-Sikonja

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Allyson Ettinger

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Pre-training, NLP tasks, inference, role-based prediction

Peng Wang, Jiang Xu, Chunyi Liu and

Hao Feng, Zang Li, Jieping Ye

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supervised learning, user intent prediction, pre-trained models, transfer learning

Bowen Wu, Huan Zhang, MengYuan Li and

Zongsheng Wang, Qihang Feng, Junhong Huang, Baoxun Wang

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Boxin Wang, Shuohang Wang, Yu Cheng and

Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu

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adversarial training, QA, NLI, BERT, information theory, adversarial robustness

Yongzhen Wang, Jian Wang, Heng Huang and

Hongsong Li, Xiaozhong Liu

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product description generation, neural network, sequence-to-sequence, click-through rate, reinforcement learning

Zhaopeng Qiu, Xian Wu, Jingyue Gao, Wei Fan

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Itzik Malkiel, Lior Wolf

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Stéphane Aroca-Ouellette, Frank Rudzicz

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pre-training, masked modelling, next prediction, nsp

Jie Cai, Zhengzhou Zhu, Ping Nie, Qian Liu

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machine reading comprehension, pairwise, fine-tune, BERT

Yiren Chen, Yaming Yang, Hong Sun and

Yujing Wang, Yu Xu, Wei Shen, Rong Zhou, Yunhai Tong, Jing Bai, Ruofei Zhang

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neural architecture search, knowledge distillation, ad relevance

Yen-Chun Chen, Zhe Gan, Yu Cheng and

Jingzhou Liu, Jingjing Liu

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Text Generation, language tasks, language generation, generation tasks

Akshay Bhola, Kishaloy Halder, Animesh Prasad, Min-Yen Kan

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Tobias Falke, Markus Boese, Daniil Sorokin and

Caglar Tirkaz, Patrick Lehnen

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Hai Ye, Qingyu Tan, Ruidan He and

Juntao Li, Hwee Tou Ng, Lidong Bing

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unsupervised adaptation, self-training, pre-trained models, bert

Alessio Miaschi, Dominique Brunato, Felice Dell’Orletta, Giulia Venturi

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Fabio Petroni, Patrick Lewis, Aleksandra Piktus and

Tim Rocktäschel, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel

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Masahiro Kaneko, Masato Mita, Shun Kiyono and

Jun Suzuki, Kentaro Inui

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Grammatical Correction, GEC, Encoder-Decoder Models, Pre-trained Models

Lu Hou, Zhiqi Huang, Lifeng Shang and

Xin Jiang, Xiao Chen, Qun Liu

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Yuan Zhuang, Tianyu Jiang, Ellen Riloff

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affective classification, classification models, bert-based model, classifier

Timo Schick, Hinrich Schütze

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NLP, rare task, BERTRAM, Word Embeddings

Yiyun Zhao, Steven Bethard

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downstream task, NLP problems, knowledge-related tasks, downstream tasks

Jan-Christoph Klie, Richard Eckart de Castilho, Iryna Gurevych

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Human-In-The-Loop Linking, Entity linking, disambiguating mentions, annotation process

Valentin Hofmann, Janet Pierrehumbert, Hinrich Schütze

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full finetuning, derivation generation, pretrained models, plms

Kuan Xu, Chilin Fu, Xiaolu Zhang and

Cen Chen, Ya-Lin Zhang, Wenge Rong, Zujie Wen, Jun Zhou, Xiaolong Li, Yu Qiao

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recommender system, multiple instancelearning, user intent prediction

Minki Kang, Moonsu Han, Sung Ju Hwang

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self-supervised pre-training, question answering, task, reinforcement learning

Kasturi Bhattacharjee, Miguel Ballesteros, Rishita Anubhai and

Smaranda Muresan, Jie Ma, Faisal Ladhak, Yaser Al-Onaizan

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learning representations, downstream tasks, cross-view cvt, sequence tasks

Sanyuan Chen, Yutai Hou, Yiming Cui and

Wanxiang Che, Ting Liu, Xiangzhan Yu

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pretraining, pretraining tasks, learning tasks, fine-tuning bert-large

Qifan Wang, Li Yang, Bhargav Kanagal and

Sumit Sanghai, D. Sivakumar, Bin Shu, Zac Yu, Jon Elsas

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question answering, generalization, attribute value extraction

Junxian He, Taylor Berg-Kirkpatrick, Graham Neubig

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Simran Arora, Avner May, Jian Zhang, Christopher Ré

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Contextual Embeddings, deep embeddings, pretrained embeddings, GloVe

Xinyin Ma, Yongliang Shen, Gongfan Fang and

Chen Chen, Chenghao Jia, Weiming Lu

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nlp tasks, nlp, compressing models, text generation

Jie Zhou, Junfeng Tian, Rui Wang and

Yuanbin Wu, Wenming Xiao, Liang He

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Ashutosh Adhikari, Achyudh Ram, Raphael Tang and

William L. Hamilton, Jimmy Lin

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Hao Fu, Shaojun Zhou, Qihong Yang and

Junjie Tang, Guiquan Liu, Kaikui Liu, Xiaolong Li

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Zi-Hang Jiang, Weihao Yu, Daquan Zhou and

Yunpeng Chen, Jiashi Feng, Shuicheng Yan

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