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1911.01497
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On Compositionality in Neural Machine Translation
4 November 2019
Vikas Raunak
Vaibhav Kumar
Florian Metze
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Papers citing
"On Compositionality in Neural Machine Translation"
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Evaluating Structural Generalization in Neural Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Ryoma Kumon
Daiki Matsuoka
Hitomi Yanaka
NAI
204
2
0
19 Jun 2024
On Using Distribution-Based Compositionality Assessment to Evaluate Compositional Generalisation in Machine Translation
Anssi Moisio
Mathias Creutz
M. Kurimo
CoGe
215
1
0
14 Nov 2023
The Validity of Evaluation Results: Assessing Concurrence Across Compositionality Benchmarks
Conference on Computational Natural Language Learning (CoNLL), 2023
Kaiser Sun
Adina Williams
Dieuwke Hupkes
CoGe
215
9
0
26 Oct 2023
Layer-wise Representation Fusion for Compositional Generalization
AAAI Conference on Artificial Intelligence (AAAI), 2023
Yafang Zheng
Lei Lin
Shantao Liu
Binling Wang
Zhaohong Lai
Wenhao Rao
Biao Fu
Yidong Chen
Xiaodon Shi
AI4CE
383
4
0
20 Jul 2023
Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Lei Lin
Shuangtao Li
Yafang Zheng
Biao Fu
Shantao Liu
Yidong Chen
Xiaodon Shi
CoGe
330
3
0
20 May 2023
Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Vikas Raunak
Arul Menezes
162
14
0
24 Oct 2022
Categorizing Semantic Representations for Neural Machine Translation
International Conference on Computational Linguistics (COLING), 2022
Yongjing Yin
Yafu Li
Fandong Meng
Jie Zhou
Yue Zhang
214
8
0
13 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review
Nature Machine Intelligence (Nat. Mach. Intell.), 2022
Dieuwke Hupkes
Mario Giulianelli
Verna Dankers
Mikel Artetxe
Yanai Elazar
...
Leila Khalatbari
Maria Ryskina
Rita Frieske
Robert Bamler
Zhijing Jin
631
132
0
06 Oct 2022
Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Verna Dankers
Christopher G. Lucas
Ivan Titov
187
43
0
30 May 2022
How BPE Affects Memorization in Transformers
Eugene Kharitonov
Marco Baroni
Dieuwke Hupkes
441
37
0
06 Oct 2021
Symbolic Brittleness in Sequence Models: on Systematic Generalization in Symbolic Mathematics
Sean Welleck
Peter West
Jize Cao
Yejin Choi
291
32
0
28 Sep 2021
The paradox of the compositionality of natural language: a neural machine translation case study
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Verna Dankers
Elia Bruni
Dieuwke Hupkes
CoGe
376
86
0
12 Aug 2021
On Compositional Generalization of Neural Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Yafu Li
Yongjing Yin
Yulong Chen
Yue Zhang
351
52
0
31 May 2021
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Siddharth Dalmia
Brian Yan
Vikas Raunak
Florian Metze
Shinji Watanabe
183
35
0
02 May 2021
On Long-Tailed Phenomena in Neural Machine Translation
Findings (Findings), 2020
Vikas Raunak
Siddharth Dalmia
Vivek Gupta
Florian Metze
147
30
0
10 Oct 2020
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