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ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection

Badr AlKhamissi , Faisal Ladhak , Srini Iyer , Ves Stoyanov , Zornitsa Kozareva , Xian Li , Pascale Fung , Lambert Mathias , Asli Celikyilmaz , Mona Diab

* Preprint 

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A Review on Language Models as Knowledge Bases

Badr AlKhamissi , Millicent Li , Asli Celikyilmaz , Mona Diab , Marjan Ghazvininejad

* Preprint 

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CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning

Xiangru Tang , Arjun Nair , Borui Wang , Bingyao Wang , Jai Desai , Aaron Wade , Haoran Li , Asli Celikyilmaz , Yashar Mehdad , Dragomir Radev

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CheckDST: Measuring Real-World Generalization of Dialogue State Tracking Performance

Hyundong Cho , Chinnadhurai Sankar , Christopher Lin , Kaushik Ram Sadagopan , Shahin Shayandeh , Asli Celikyilmaz , Jonathan May , Ahmad Beirami

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Discourse-Aware Prompt Design for Text Generation

Marjan Ghazvininejad , Vladimir Karpukhin , Asli Celikyilmaz

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Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs

Peter Hase , Mona Diab , Asli Celikyilmaz , Xian Li , Zornitsa Kozareva , Veselin Stoyanov , Mohit Bansal , Srinivasan Iyer

* 19 pages 

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How much do language models copy from their training data? Evaluating linguistic novelty in text generation using RAVEN

R. Thomas McCoy , Paul Smolensky , Tal Linzen , Jianfeng Gao , Asli Celikyilmaz

* 10 pages, plus 39 pages of appendices 

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An Exploratory Study on Long Dialogue Summarization: What Works and What's Next

Yusen Zhang , Ansong Ni , Tao Yu , Rui Zhang , Chenguang Zhu , Budhaditya Deb , Asli Celikyilmaz , Ahmed Hassan Awadallah , Dragomir Radev

* Findings of EMNLP 2021 

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EmailSum: Abstractive Email Thread Summarization

Shiyue Zhang , Asli Celikyilmaz , Jianfeng Gao , Mohit Bansal

* ACL 2021 (15 pages) 

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Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization

Yichen Jiang , Asli Celikyilmaz , Paul Smolensky , Paul Soulos , Sudha Rao , Hamid Palangi , Roland Fernandez , Caitlin Smith , Mohit Bansal , Jianfeng Gao

* NAACL 2021 (14 pages) 

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