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


Sep 10, 2021
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


Jul 30, 2021
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


Jun 02, 2021
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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QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization


Apr 13, 2021
Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir Radev

* Accepted by NAACL 2021 

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Data Augmentation for Abstractive Query-Focused Multi-Document Summarization


Mar 02, 2021
Ramakanth Pasunuru, Asli Celikyilmaz, Michel Galley, Chenyan Xiong, Yizhe Zhang, Mohit Bansal, Jianfeng Gao

* AAAI 2021 (13 pages) 

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Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language


Nov 18, 2020
Hassan Akbari, Hamid Palangi, Jianwei Yang, Sudha Rao, Asli Celikyilmaz, Roland Fernandez, Paul Smolensky, Jianfeng Gao, Shih-Fu Chang


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Go Figure! A Meta Evaluation of Factuality in Summarization


Oct 24, 2020
Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao


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Substance over Style: Document-Level Targeted Content Transfer


Oct 16, 2020
Allison Hegel, Sudha Rao, Asli Celikyilmaz, Bill Dolan

* This paper has been accepted to be published at EMNLP 2020 

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Evaluation of Text Generation: A Survey


Jun 26, 2020
Asli Celikyilmaz, Elizabeth Clark, Jianfeng Gao

* 42 pages 

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Reparameterized Variational Divergence Minimization for Stable Imitation


Jun 18, 2020
Dilip Arumugam, Debadeepta Dey, Alekh Agarwal, Asli Celikyilmaz, Elnaz Nouri, Bill Dolan


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A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks


May 19, 2020
Angela S. Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey, Bill Dolan

* Association of Computational Linguistics 2020 
* This paper has been accepted to be published at ACL 2020 

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Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization


May 14, 2020
Rahul Jha, Keping Bi, Yang Li, Mahdi Pakdaman, Asli Celikyilmaz, Ivan Zhiboedov, Kieran McDonald


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RMM: A Recursive Mental Model for Dialog Navigation


May 02, 2020
Homero Roman Roman, Yonatan Bisk, Jesse Thomason, Asli Celikyilmaz, Jianfeng Gao


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PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking


Apr 30, 2020
Hannah Rashkin, Asli Celikyilmaz, Yejin Choi, Jianfeng Gao


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AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization


Apr 13, 2020
Keping Bi, Rahul Jha, W. Bruce Croft, Asli Celikyilmaz


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Working Memory Graphs


Nov 17, 2019
Ricky Loynd, Roland Fernandez, Asli Celikyilmaz, Adith Swaminathan, Matthew Hausknecht

* 9 pages, 6 figures, 6 page appendix 

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Unsupervised Common Question Generation from Multiple Documents using Reinforced Contrastive Coordinator


Nov 08, 2019
Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz, Chenyan Xiong, Jianfeng Gao, Mengdi Wang, Bill Dolan


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Robust Navigation with Language Pretraining and Stochastic Sampling


Sep 05, 2019
Xiujun Li, Chunyuan Li, Qiaolin Xia, Yonatan Bisk, Asli Celikyilmaz, Jianfeng Gao, Noah Smith, Yejin Choi

* 8 pages, 4 figures, EMNLP 2019 

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Cooperative Generator-Discriminator Networks for Abstractive Summarization with Narrative Flow


Jul 02, 2019
Saadia Gabriel, Antoine Bosselut, Ari Holtzman, Kyle Lo, Asli Celikyilmaz, Yejin Choi


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Learning Compressed Sentence Representations for On-Device Text Processing


Jun 19, 2019
Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman, Xinyuan Zhang, Qian Yang, Meng Tang, Asli Celikyilmaz, Lawrence Carin

* To appear at ACL 2019 

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COMET: Commonsense Transformers for Automatic Knowledge Graph Construction


Jun 14, 2019
Antoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya, Asli Celikyilmaz, Yejin Choi

* Accepted to ACL 2019 

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Efficient Adaptation of Pretrained Transformers for Abstractive Summarization


Jun 01, 2019
Andrew Hoang, Antoine Bosselut, Asli Celikyilmaz, Yejin Choi


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Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation


Apr 06, 2019
Xin Wang, Qiuyuan Huang, Asli Celikyilmaz, Jianfeng Gao, Dinghan Shen, Yuan-Fang Wang, William Yang Wang, Lei Zhang

* CVPR 2019 Oral 

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Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing


Mar 25, 2019
Hao Fu*, Chunyuan Li*, Xiaodong Liu, Jianfeng Gao, Asli Celikyilmaz, Lawrence Carin

* Published in NAACL 2019; The first two authors contribute equally; Code: https://github.com/haofuml/cyclical_annealing 

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Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models


Feb 01, 2019
Dinghan Shen, Asli Celikyilmaz, Yizhe Zhang, Liqun Chen, Xin Wang, Jianfeng Gao, Lawrence Carin


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Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation


Sep 07, 2018
Qiuyuan Huang, Zhe Gan, Asli Celikyilmaz, Dapeng Wu, Jianfeng Wang, Xiaodong He


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Deep Communicating Agents for Abstractive Summarization


Aug 15, 2018
Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, Yejin Choi

* Accepted for publication at NAACL 2018 

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