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Optimizing Transformer for Low-Resource Neural Machine Translation


Nov 04, 2020
Ali Araabi, Christof Monz

* To be published in COLING 2020 

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The Unreasonable Volatility of Neural Machine Translation Models


May 25, 2020
Marzieh Fadaee, Christof Monz

* Accepted to Neural Generation and Translation Workshop (WNGT) at ACL 2020 

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Conversations with Search Engines


Apr 29, 2020
Pengjie Ren, Zhumin Chen, Zhaochun Ren, Evangelos Kanoulas, Christof Monz, Maarten de Rijke

* under review at TOIS 

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TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation


Apr 09, 2020
Shaojie Jiang, Thomas Wolf, Christof Monz, Maarten de Rijke

* 9 pages, 4 figures, 1 table 

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Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response Generation


Nov 19, 2019
Jiahuan Pei, Pengjie Ren, Christof Monz, Maarten de Rijke


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BERT for Evidence Retrieval and Claim Verification


Oct 07, 2019
Amir Soleimani, Christof Monz, Marcel Worring


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Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation


Aug 26, 2019
Pengjie Ren, Zhumin Chen, Christof Monz, Jun Ma, Maarten de Rijke

* 9 pages, 4 figures 

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RefNet: A Reference-aware Network for Background Based Conversation


Aug 18, 2019
Chuan Meng, Pengjie Ren, Zhumin Chen, Christof Monz, Jun Ma, Maarten de Rijke

* 10 pages, 2 figures 

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An Intrinsic Nearest Neighbor Analysis of Neural Machine Translation Architectures


Jul 08, 2019
Hamidreza Ghader, Christof Monz

* To be presented at Machine Translation Summit 2019 (MTSUMMIT XVII), Dublin, Ireland 

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Improving Neural Response Diversity with Frequency-Aware Cross-Entropy Loss


Feb 25, 2019
Shaojie Jiang, Pengjie Ren, Christof Monz, Maarten de Rijke

* Will appear at The Web Conference 2019 

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Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation


Sep 21, 2018
Marzieh Fadaee, Christof Monz

* 11 pages, 2 figures. Accepted at EMNLP 2018 

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The Importance of Being Recurrent for Modeling Hierarchical Structure


Aug 28, 2018
Ke Tran, Arianna Bisazza, Christof Monz

* EMNLP 2018 

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Examining the Tip of the Iceberg: A Data Set for Idiom Translation


Feb 13, 2018
Marzieh Fadaee, Arianna Bisazza, Christof Monz

* Accepted at LREC 2018 

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What does Attention in Neural Machine Translation Pay Attention to?


Oct 09, 2017
Hamidreza Ghader, Christof Monz

* To appear in IJCNLP 2017 

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Dynamic Data Selection for Neural Machine Translation


Aug 02, 2017
Marlies van der Wees, Arianna Bisazza, Christof Monz

* Accepted at EMNLP2017 

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Learning Topic-Sensitive Word Representations


May 01, 2017
Marzieh Fadaee, Arianna Bisazza, Christof Monz

* 5 pages, 1 figure, Accepted at ACL 2017 

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Data Augmentation for Low-Resource Neural Machine Translation


May 01, 2017
Marzieh Fadaee, Arianna Bisazza, Christof Monz

* 5 pages, 2 figures, Accepted at ACL 2017 

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Generating captions without looking beyond objects


Oct 18, 2016
Hendrik Heuer, Christof Monz, Arnold W. M. Smeulders

* This paper was presented at the ECCV2016 2nd Workshop on Storytelling with Images and Videos (VisStory) 

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Recurrent Memory Networks for Language Modeling


Apr 22, 2016
Ke Tran, Arianna Bisazza, Christof Monz

* 8 pages, 6 figures. Accepted at NAACL 2016 

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Computing Presuppositions by Contextual Reasoning


Sep 21, 2000
Christof Monz

* In: P. Brezillon, R. Turner, J-C. Pomerol and E. Turner (Eds.) Proceedings of the AAAI-99 Workshop on Reasoning in Context for AI Applications, AAAI Press, 1999, pp. 75-79 
* 5 pages 

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A Resolution Calculus for Dynamic Semantics


Sep 21, 2000
Christof Monz, Maarten de Rijke

* In: J. Dix, L. Farinas del Cerro, and U. Furbach (eds.) Logics in Artificial Intelligence (JELIA'98). Lecture Notes in Artificial Intelligence 1489, Springer, 1998, pp. 184-198 
* 15 pages 

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A Tableau Calculus for Pronoun Resolution


Sep 21, 2000
Christof Monz, Maarten de Rijke

* In: N.V. Murray (ed.) Automated Reasoning with Analytic Tableaux and Related Methods. Lecture Notes in Artificial Intelligence 1617, Springer, 1999, pages 247-262 
* 16 pages 

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Contextual Inference in Computational Semantics


Sep 20, 2000
Christof Monz

* In: P. Bouquet, P. Brezillon, L. Serafini, M. Benerecetti, F. Castellani (Eds.) 2nd International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT'99). Lecture Notes in Artificial Intelligence 1688, Springer, 1999, pages 242-255 

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A Tableaux Calculus for Ambiguous Quantification


Sep 20, 2000
Christof Monz, Maarten de Rijke

* In: H. de Swart (editor). Automated Reasoning with Analytic Tableaux and Related Methods, Tableaux'98 LNAI 1397, Springer, 1998, pp. 232-246 

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Combining Linguistic and Spatial Information for Document Analysis


Sep 20, 2000
Marco Aiello, Christof Monz, Leon Todoran

* Appeared in: J. Mariani and D. Harman (Eds.) Proceedings of RIAO'2000 Content-Based Multimedia Information Access, CID, 2000. pp. 266-275 

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Modeling Ambiguity in a Multi-Agent System


Sep 19, 2000
Christof Monz

* 7 pages 

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