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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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Discourse-Aware Neural Rewards for Coherent Text Generation

May 10, 2018
Antoine Bosselut, Asli Celikyilmaz, Xiaodong He, Jianfeng Gao, Po-Sen Huang, Yejin Choi

* NAACL 2018 

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Learning and analyzing vector encoding of symbolic representations

Mar 10, 2018
Roland Fernandez, Asli Celikyilmaz, Rishabh Singh, Paul Smolensky


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End-to-End Task-Completion Neural Dialogue Systems

Feb 11, 2018
Xiujun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao, Asli Celikyilmaz

* 11 pages, IJCNLP 2017, arXiv admin note: substantial text overlap with arXiv:1703.07055 

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Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning

Jul 22, 2017
Baolin Peng, Xiujun Li, Lihong Li, Jianfeng Gao, Asli Celikyilmaz, Sungjin Lee, Kam-Fai Wong

* 12 pages, 8 figures 

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Scaffolding Networks: Incremental Learning and Teaching Through Questioning

May 19, 2017
Asli Celikyilmaz, Li Deng, Lihong Li, Chong Wang

* 11 pages + Abstract + 3 figures 

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Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems

Mar 21, 2017
Xiujun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao, Asli Celikyilmaz

* 5 pages, 5 figures 

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