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2002.06714
Cited By
Multi-layer Representation Fusion for Neural Machine Translation
International Conference on Computational Linguistics (COLING), 2018
16 February 2020
Qiang Wang
Fuxue Li
Tong Xiao
Yanyang Li
Yinqiao Li
Jingbo Zhu
AI4CE
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Papers citing
"Multi-layer Representation Fusion for Neural Machine Translation"
35 / 35 papers shown
Utilizing Multilingual Encoders to Improve Large Language Models for Low-Resource Languages
Moratuwa Engineering Research Conference (MERCon), 2025
Imalsha Puranegedara
Themira Chathumina
Nisal Ranathunga
Nisansa de Silva
Surangika Ranathunga
Mokanarangan Thayaparan
258
0
0
12 Aug 2025
Manager: Aggregating Insights from Unimodal Experts in Two-Tower VLMs and MLLMs
Xiao Xu
L. Qin
Wanxiang Che
Min-Yen Kan
MoE
VLM
333
1
0
13 Jun 2025
Enhancing Health Mention Classification Performance: A Study on Advancements in Parameter Efficient Tuning
Reem Abdel-Salam
M. Adewunmi
370
0
0
30 Apr 2025
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
437
4
0
20 Jul 2023
ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Xiao Xu
Bei Li
Chenfei Wu
Shao-Yen Tseng
Anahita Bhiwandiwalla
Shachar Rosenman
Vasudev Lal
Wanxiang Che
Nan Duan
AIFin
VLM
267
5
0
31 May 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
441
3
0
20 May 2023
Don't Be So Sure! Boosting ASR Decoding via Confidence Relaxation
AAAI Conference on Artificial Intelligence (AAAI), 2022
Tomer Wullach
Shlomo E. Chazan
231
1
0
27 Dec 2022
Hybrid-Regressive Neural Machine Translation
Qiang Wang
Xinhui Hu
Ming-Tso Chen
169
5
0
19 Oct 2022
Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification
International Conference on Language Resources and Evaluation (LREC), 2022
Muhammad N. ElNokrashy
Badr AlKhamissi
Mona T. Diab
MoMe
346
8
0
30 Sep 2022
GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Jian Yang
Yuwei Yin
Liqun Yang
Shuming Ma
Haoyang Huang
Dongdong Zhang
Furu Wei
Zhoujun Li
AI4CE
293
23
0
29 Jul 2022
BridgeTower: Building Bridges Between Encoders in Vision-Language Representation Learning
AAAI Conference on Artificial Intelligence (AAAI), 2022
Xiao Xu
Chenfei Wu
Shachar Rosenman
Vasudev Lal
Wanxiang Che
Nan Duan
327
96
0
17 Jun 2022
Enhancing Speech Recognition Decoding via Layer Aggregation
Tomer Wullach
Shlomo E. Chazan
195
1
0
21 Mar 2022
The NiuTrans System for WNGT 2020 Efficiency Task
Chi Hu
Bei Li
Ye Lin
Yinqiao Li
Yanyang Li
Chenglong Wang
Tong Xiao
Jingbo Zhu
109
7
0
16 Sep 2021
Residual Tree Aggregation of Layers for Neural Machine Translation
Guoliang Li
Yiyang Li
142
0
0
19 Jul 2021
To Understand Representation of Layer-aware Sequence Encoders as Multi-order-graph
Sufeng Duan
Hai Zhao
MILM
420
0
0
16 Jan 2021
Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning
International Conference on Learning Representations (ICLR), 2020
Xuebo Liu
Longyue Wang
Yang Li
Liang Ding
Lidia S. Chao
Zhaopeng Tu
AI4CE
263
38
0
29 Dec 2020
Improving Image Captioning by Leveraging Intra- and Inter-layer Global Representation in Transformer Network
AAAI Conference on Artificial Intelligence (AAAI), 2020
Jiayi Ji
Yunpeng Luo
Xiaoshuai Sun
Fuhai Chen
Gen Luo
Yongjian Wu
Yue Gao
Rongrong Ji
ViT
233
204
0
13 Dec 2020
Layer-Wise Multi-View Learning for Neural Machine Translation
Qiang Wang
Changliang Li
Yue Zhang
Tong Xiao
Jingbo Zhu
120
4
0
03 Nov 2020
Shallow-to-Deep Training for Neural Machine Translation
Bei Li
Ziyang Wang
Hui Liu
Yufan Jiang
Quan Du
Tong Xiao
Huizhen Wang
Jingbo Zhu
280
52
0
08 Oct 2020
Graph-to-Sequence Neural Machine Translation
Sufeng Duan
Hai Zhao
Rui Wang
181
1
0
16 Sep 2020
Exploiting Deep Sentential Context for Expressive End-to-End Speech Synthesis
Interspeech (Interspeech), 2020
Fengyu Yang
Shan Yang
Qinghua Wu
Yujun Wang
Lei Xie
180
6
0
03 Aug 2020
Rewiring the Transformer with Depth-Wise LSTMs
International Conference on Language Resources and Evaluation (LREC), 2020
Hongfei Xu
Yang Song
Qiuhui Liu
Josef van Genabith
Deyi Xiong
338
7
0
13 Jul 2020
Learning Source Phrase Representations for Neural Machine Translation
Hongfei Xu
Josef van Genabith
Deyi Xiong
Qiuhui Liu
Jingyi Zhang
127
21
0
25 Jun 2020
Rethinking and Improving Natural Language Generation with Layer-Wise Multi-View Decoding
Fenglin Liu
Xuancheng Ren
Guangxiang Zhao
Chenyu You
Xuewei Ma
Xian Wu
Xu Sun
608
2
0
16 May 2020
Learning Architectures from an Extended Search Space for Language Modeling
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Yinqiao Li
Chi Hu
Yuhao Zhang
Nuo Xu
Yufan Jiang
Tong Xiao
Jingbo Zhu
Tongran Liu
Changliang Li
204
10
0
06 May 2020
GRET: Global Representation Enhanced Transformer
AAAI Conference on Artificial Intelligence (AAAI), 2020
Rongxiang Weng
Hao-Ran Wei
Shujian Huang
Heng Yu
Lidong Bing
Weihua Luo
Jiajun Chen
264
9
0
24 Feb 2020
Balancing Cost and Benefit with Tied-Multi Transformers
Workshop on Neural Generation and Translation (WNGT), 2020
Mary Dabre
Raphaël Rubino
Atsushi Fujita
174
7
0
20 Feb 2020
Acquiring Knowledge from Pre-trained Model to Neural Machine Translation
AAAI Conference on Artificial Intelligence (AAAI), 2019
Rongxiang Weng
Heng Yu
Shujian Huang
Shanbo Cheng
Weihua Luo
245
71
0
04 Dec 2019
Self-Attention with Structural Position Representations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Xing Wang
Zhaopeng Tu
Longyue Wang
Shuming Shi
MILM
254
75
0
01 Sep 2019
Multi-Layer Softmaxing during Training Neural Machine Translation for Flexible Decoding with Fewer Layers
Mary Dabre
Atsushi Fujita
AI4CE
147
0
0
27 Aug 2019
Improving Neural Machine Translation with Pre-trained Representation
Rongxiang Weng
Heng Yu
Shujian Huang
Weihua Luo
Jiajun Chen
278
6
0
21 Aug 2019
Learning Deep Transformer Models for Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Qiang Wang
Bei Li
Tong Xiao
Jingbo Zhu
Changliang Li
Yang Li
Lidia S. Chao
348
759
0
05 Jun 2019
Exploiting Sentential Context for Neural Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Xing Wang
Zhaopeng Tu
Longyue Wang
Shuming Shi
140
22
0
04 Jun 2019
Modeling Recurrence for Transformer
Jie Hao
Xing Wang
Baosong Yang
Longyue Wang
Jinfeng Zhang
Zhaopeng Tu
319
87
0
05 Apr 2019
Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement
Zi-Yi Dou
Zhaopeng Tu
Xing Wang
Longyue Wang
Shuming Shi
Tong Zhang
AI4CE
203
59
0
15 Feb 2019
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