Yafang Zheng

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All published works

Action	Title	Year	Authors
+ PDF Chat	Layer-Wise Representation Fusion for Compositional Generalization	2024	Yafang Zheng Lei Lin Shuangtao Li Yuxuan Yuan Zhaohong Lai Shan Liu Biao Fu Yidong Chen Xiaodong Shi
+	Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization	2023	Lei Lin Shuangtao Li Biao Fu Yafang Zheng Shan Liu Yidong Chen Xiaodong Shi
+	Layer-wise Representation Fusion for Compositional Generalization	2023	Yafang Zheng Lei Lin Zhaohong Lai Binling Wang Shan Liu Biao Fu Wenhao Rao Pei-Gen Ye Yidong Chen Xiaodong Shi
+	Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization	2023	Lei Lin Shuangtao Li Yafang Zheng Biao Fu Shan Liu Yidong Chen Xiaodong Shi

Common Coauthors

Coauthor	Papers Together
Xiaodong Shi	4
Shan Liu	4
Yidong Chen	4
Biao Fu	4
Lei Lin	3
Shuangtao Li	3
Zhaohong Lai	2
Pei-Gen Ye	1
Binling Wang	1
Wenhao Rao	1
Lei Lin	1
Yuxuan Yuan	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Sequence to Sequence Learning with Neural Networks	2014	Ilya Sutskever Oriol Vinyals Quoc V. Le	2
+	Addressing the Vulnerability of NMT in Input Perturbations	2021	Weiwen Xu Ai Ti Aw Yang Ding Kui Wu Shafiq Joty	2
+	Span-based Semantic Parsing for Compositional Generalization	2021	Jonathan Herzig Jonathan Berant	2
+	Meta-Learning to Compositionally Generalize	2021	Henry Conklin Bailin Wang Kenny Smith Ivan Titov	2
+	On Compositional Generalization of Neural Machine Translation	2021	Yafu Li Yongjing Yin Yulong Chen Yue Zhang	2
+	Learning Algebraic Recombination for Compositional Generalization	2021	Chenyao Liu Shengnan An Zeqi Lin Qian Liu Bei Chen Jian–Guang Lou Lijie Wen Nanning Zheng Dongmei Zhang	2
+	Can Transformers Jump Around Right in Natural Language? Assessing Performance Transfer from SCAN	2021	Rahma Chaabouni Roberto Dessì Eugene Kharitonov	2
+ PDF Chat	The Paradox of the Compositionality of Natural Language: A Neural Machine Translation Case Study	2022	Verna Dankers Elia Bruni Dieuwke Hupkes	2
+ PDF Chat	Inducing Transformer’s Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks	2021	Yichen Jiang Mohit Bansal	2
+	Improving Systematic Generalization Through Modularity and Augmentation	2022	Laura Ruis Brenden M. Lake	2
+ PDF Chat	SUBS: Subtree Substitution for Compositional Semantic Parsing	2022	Jingfeng Yang Le Zhang Diyi Yang	2
+	Compositional Attention: Disentangling Search and Retrieval	2021	Sarthak Mittal Sharath Chandra Raparthy Irina Rish Yoshua Bengio Guillaume Lajoie	2
+ PDF Chat	Compositional Generalization by Learning Analytical Expressions	2020	Qian Liu Shengnan An Jian–Guang Lou Bei Chen Zeqi Lin Yan Gao Bin Zhou Nanning Zheng Dongmei Zhang	2
+	Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer	2019	Colin Raffel Noam Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu	2
+	Compositional Generalization for Primitive Substitutions	2019	Yuanpeng Li Liang Zhao Jianyu Wang Joel Hestness	2
+	Compositional generalization through meta sequence-to-sequence learning	2019	Brenden M. Lake	2
+	Neural-Symbolic Recursive Machine for Systematic Generalization	2022	Qing Li Yixin Zhu Yitao Liang Ying Wu Song‐Chun Zhu Siyuan Huang	2
+	Categorizing Semantic Representations for Neural Machine Translation	2022	Yongjing Yin Yafu Li Fandong Meng Jie Zhou Yue Zhang	2
+	LEAPT: Learning Adaptive Prefix-to-Prefix Translation For Simultaneous Machine Translation	2023	Lei Lin Shuangtao Li Xiaodong Shi	2
+	Attention Is All You Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	2
+	Learning to Substitute Spans towards Improving Compositional Generalization	2023	Zhaoyi Li Ying Wei Defu Lian	2
+ PDF Chat	Structural generalization is hard for sequence-to-sequence models	2022	Yuekun Yao Alexander Koller	2
+	Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing	2023	Francesco Cazzaro Davide Locatelli Ariadna Quattoni Xavier Carreras	2
+	Universal Transformers	2018	Mostafa Dehghani Stephan Gouws Oriol Vinyals Jakob Uszkoreit Łukasz Kaiser	2
+ PDF Chat	Training Deeper Neural Machine Translation Models with Transparent Attention	2018	Ankur Bapna Mia Chen Orhan Fırat Yuan Cao Yonghui Wu	2
+	Compositional generalization in a deep seq2seq model by separating syntax and semantics	2019	Jacob Russin Jason Jo Randall C. O’Reilly Yoshua Bengio	2
+	Neural Shuffle-Exchange Networks -- Sequence Processing in O(n log n) Time	2019	Kārlis Freivalds Emīls Ozoliņš Agris Šostaks	2
+ PDF Chat	Exploiting Deep Representations for Neural Machine Translation	2018	Zi-Yi Dou Zhaopeng Tu Xing Wang Shuming Shi Tong Zhang	2
+ PDF Chat	Building machines that learn and think like people	2016	Brenden M. Lake Tomer Ullman Joshua B. Tenenbaum Samuel J. Gershman	2
+	A Call for Clarity in Reporting BLEU Scores	2018	Matt Post	2
+ PDF Chat	Language to Logical Form with Neural Attention	2016	Li Dong Mirella Lapata	2
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov	2
+	The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives	2019	Elena Voita Rico Sennrich Ivan Titov	2
+	On Compositionality in Neural Machine Translation	2019	Vikas Raunak Vaibhav Kumar Florian Metze	2
+	Measuring Compositional Generalization: A Comprehensive Method on Realistic Data	2019	Daniel Keysers Nathanael Schärli Nathan Scales Hylke Buisman Daniel Furrer Sergii Kashubin Nikola Momchev Danila Sinopalnikov Łukasz Stafiniak Tibor Tihon	2
+	Good-Enough Compositional Data Augmentation	2020	Jacob Andreas	2
+	AdvAug: Robust Adversarial Augmentation for Neural Machine Translation	2020	Yong Cheng Lu Jiang Wolfgang Macherey Jacob Eisenstein	2
+	Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures	2020	Daniel Furrer Marc van Zee Nathan Scales Nathanael Schärli	2
+	Hierarchical Poset Decoding for Compositional Generalization in Language	2020	Yinuo Guo Zeqi Lin Jian–Guang Lou Dongmei Zhang	2
+	Learning Compositional Rules via Neural Program Synthesis	2020	Maxwell Nye Armando Solar-Lezama Joshua B. Tenenbaum Brenden M. Lake	2
+	Sequence-Level Mixed Sample Data Augmentation	2020	Demi Guo Yoon Kim Alexander M. Rush	2
+	Compositional Neural Machine Translation by Removing the Lexicon from Syntax	2020	Tristan Thrush	2
+	Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations	2021	Jonathan Herzig Peter Shaw Ming‐Wei Chang Kelvin Guu Panupong Pasupat Yuan Zhang	2
+	Neural Machine Translation by Jointly Learning to Align and Translate	2014	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	1
+	The Parallel Meaning Bank: Towards a Multilingual Corpus of Translations Annotated with Compositional Meaning Representations	2017	Lasha Abzianidze Johannes Bjerva Kilian Evang Hessel Haagsma Rik van Noord Pierre Ludmann Duc-Duy Nguyen Johan Bos	1
+	Dense Information Flow for Neural Machine Translation	2018	Yanyao Shen Xu Tan Di He Tao Qin Tie‐Yan Liu	1
+	Structured Reordering for Modeling Latent Alignments in Sequence Transduction	2021	Bailin Wang Mirella Lapata Ivan Titov	1
+ PDF Chat	Probing Word Translations in the Transformer and Trading Decoder for Encoder Layers	2021	Hongfei Xu Josef van Genabith Qiuhui Liu Deyi Xiong	1
+ PDF Chat	fairseq: A Fast, Extensible Toolkit for Sequence Modeling	2019	Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli	1
+	Disentangled Sequence to Sequence Learning for Compositional Generalization	2021	Hao Zheng Mirella Lapata	1