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Deconstructing word embedding algorithms

Nov 12, 2020
Kian Kenyon-Dean, Edward Newell, Jackie Chi Kit Cheung

* EMNLP 2020, 6 pages. arXiv admin note: substantial text overlap with arXiv:1911.13280 

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An Analysis of Dataset Overlap on Winograd-Style Tasks

Nov 09, 2020
Ali Emami, Adam Trischler, Kaheer Suleman, Jackie Chi Kit Cheung

* 11 pages with references, accepted at COLING 2020 

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Learning Efficient Task-Specific Meta-Embeddings with Word Prisms

Nov 05, 2020
Jingyi He, KC Tsiolis, Kian Kenyon-Dean, Jackie Chi Kit Cheung


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Factual Error Correction for Abstractive Summarization Models

Oct 17, 2020
Meng Cao, Yue Dong, Jiapeng Wu, Jackie Chi Kit Cheung


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TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion

Oct 07, 2020
Jiapeng Wu, Meng Cao, Jackie Chi Kit Cheung, William L. Hamilton

* 17 pages, 9 figures. EMNLP 2020 Long Paper 

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Multi-Fact Correction in Abstractive Text Summarization

Oct 06, 2020
Yue Dong, Shuohang Wang, Zhe Gan, Yu Cheng, Jackie Chi Kit Cheung, Jingjing Liu

* 12 pages, accepted at EMNLP2020 

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Deconstructing and reconstructing word embedding algorithms

Nov 29, 2019
Edward Newell, Kian Kenyon-Dean, Jackie Chi Kit Cheung

* 15 pages 

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Can a Gorilla Ride a Camel? Learning Semantic Plausibility from Text

Nov 13, 2019
Ian Porada, Kaheer Suleman, Jackie Chi Kit Cheung

* Proceedings of the First Workshop on Commonsense Inference in Natural Language Processing. (2019) 123-129 
* Accepted at COIN@EMNLP 2019 

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Preventing Posterior Collapse in Sequence VAEs with Pooling

Nov 10, 2019
Teng Long, Yanshuai Cao, Jackie Chi Kit Cheung


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Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses

Sep 08, 2019
Matt Grenander, Yue Dong, Jackie Chi Kit Cheung, Annie Louis

* 5 pages, accepted at EMNLP 2019 

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Referring Expression Generation Using Entity Profiles

Sep 04, 2019
Meng Cao, Jackie Chi Kit Cheung


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EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing

Jun 19, 2019
Yue Dong, Zichao Li, Mehdi Rezagholizadeh, Jackie Chi Kit Cheung

* 9 pages, 1 figure, accepted at ACL2019 

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Unsupervised Controllable Text Generation with Global Variation Discovery and Disentanglement

May 28, 2019
Peng Xu, Yanshuai Cao, Jackie Chi Kit Cheung


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A Cross-Domain Transferable Neural Coherence Model

May 28, 2019
Peng Xu, Hamidreza Saghir, Jin Sung Kang, Teng Long, Avishek Joey Bose, Yanshuai Cao, Jackie Chi Kit Cheung

* Accepted at ACL 2019 

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Clustering-Oriented Representation Learning with Attractive-Repulsive Loss

Dec 18, 2018
Kian Kenyon-Dean, Andre Cianflone, Lucas Page-Caccia, Guillaume Rabusseau, Jackie Chi Kit Cheung, Doina Precup

* AAAI 2019 Workshop on Network Interpretability for Deep Learning (9 pages) 

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Multi-task Learning over Graph Structures

Nov 26, 2018
Pengfei Liu, Jie Fu, Yue Dong, Xipeng Qiu, Jackie Chi Kit Cheung

* Accepted by AAAI 2019 

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Contextualized Non-local Neural Networks for Sequence Learning

Nov 21, 2018
Pengfei Liu, Shuaichen Chang, Xuanjing Huang, Jian Tang, Jackie Chi Kit Cheung

* Accepted by AAAI2019 

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On the Evaluation of Common-Sense Reasoning in Natural Language Understanding

Nov 05, 2018
Paul Trichelair, Ali Emami, Jackie Chi Kit Cheung, Adam Trischler, Kaheer Suleman, Fernando Diaz

* 4 pages 

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The Hard-CoRe Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution

Nov 02, 2018
Ali Emami, Paul Trichelair, Adam Trischler, Kaheer Suleman, Hannes Schulz, Jackie Chi Kit Cheung

* 6 pages 

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A Knowledge Hunting Framework for Common Sense Reasoning

Oct 02, 2018
Ali Emami, Noelia De La Cruz, Adam Trischler, Kaheer Suleman, Jackie Chi Kit Cheung

* 10 pages, accepted at EMNLP 2018 

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BanditSum: Extractive Summarization as a Contextual Bandit

Sep 25, 2018
Yue Dong, Yikang Shen, Eric Crawford, Herke van Hoof, Jackie Chi Kit Cheung

* 12 pages, 2 figures, EMNLP 2018 

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Let's do it "again": A First Computational Approach to Detecting Adverbial Presupposition Triggers

Jun 11, 2018
Andre Cianflone, Yulan Feng, Jad Kabbara, Jackie Chi Kit Cheung

* ACL 2018 camera-ready version. Best paper award. First three listed authors contributed equally 

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Resolving Event Coreference with Supervised Representation Learning and Clustering-Oriented Regularization

May 28, 2018
Kian Kenyon-Dean, Jackie Chi Kit Cheung, Doina Precup

* 10 pages, 2 figures; to be published in the Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics (*SEM 2018), June 2018, New Orleans, LA 

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Commonsense mining as knowledge base completion? A study on the impact of novelty

Apr 24, 2018
Stanisław Jastrzębski, Dzmitry Bahdanau, Seyedarian Hosseini, Michael Noukhovitch, Yoshua Bengio, Jackie Chi Kit Cheung

* Published in Workshop on New Forms of Generalization in Deep Learning and Natural Language Processing (NAACL 2018) 

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Leveraging Lexical Resources for Learning Entity Embeddings in Multi-Relational Data

May 18, 2016
Teng Long, Ryan Lowe, Jackie Chi Kit Cheung, Doina Precup

* 6 pages. Accepted to ACL 2016 (short paper) 

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Probabilistic Frame Induction

Feb 20, 2013
Jackie Chi Kit Cheung, Hoifung Poon, Lucy Vanderwende


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