Computation and Language · Computer Science
Revisiting Character-Based Neural Machine Translation with Capacity and Compression
Colin Cherry, George Foster, Ankur Bapna, Orhan Firat +1
2018-08-30
Computation and Language · Computer Science
Procedural Reading Comprehension with Attribute-Aware Context Flow
Aida Amini, Antoine Bosselut, Bhavana Dalvi Mishra, Yejin Choi +1
2020-04-01
Chemical Physics · Physics
Molecular dynamics simulation with finite electric fields using Perturbed Neural Network Potentials
Kit Joll, Philipp Schienbein, Kevin M. Rosso, Jochen Blumberger
2024-09-25
Computational Physics · Physics
Interatomic Potential in a Simple Dense Neural Network Representation
Ka-Ming Tam, Nicholas Walker, Samuel Kellar, Mark Jarrell
2019-11-05
Computation and Language · Computer Science
Simulating Action Dynamics with Neural Process Networks
Antoine Bosselut, Omer Levy, Ari Holtzman, Corin Ennis +2
2018-05-17
Machine Learning · Computer Science
Does Deep Learning Learn to Abstract? A Systematic Probing Framework
Shengnan An, Zeqi Lin, Bei Chen, Qiang Fu +2
2023-02-24
Quantitative Methods · Quantitative Biology
Transformer Based Molecule Encoding for Property Prediction
Prateeth Nayak, Andrew Silberfarb, Ran Chen, Tulay Muezzinoglu +1
2020-11-26
Computation and Language · Computer Science
When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation?
Ye Qi, Devendra Singh Sachan, Matthieu Felix, Sarguna Janani Padmanabhan +1
2018-04-19
Computation and Language · Computer Science
Dynamic Past and Future for Neural Machine Translation
Zaixiang Zheng, Shujian Huang, Zhaopeng Tu, Xin-Yu Dai +1
2019-09-23
Computation and Language · Computer Science
A Neural Grammatical Error Correction System Built On Better Pre-training and Sequential Transfer Learning
Yo Joong Choe, Jiyeon Ham, Kyubyong Park, Yeoil Yoon
2019-07-03
Machine Learning · Computer Science
Towards Interpreting Recurrent Neural Networks through Probabilistic Abstraction
Guoliang Dong, Jingyi Wang, Jun Sun, Yang Zhang +4
2020-09-29
Computation and Language · Computer Science
Factual Error Correction for Abstractive Summarization Models
Meng Cao, Yue Dong, Jiapeng Wu, Jackie Chi Kit Cheung
2021-04-05
Computation and Language · Computer Science
Neural Module Networks for Reasoning over Text
Nitish Gupta, Kevin Lin, Dan Roth, Sameer Singh +1
2020-02-18
Computation and Language · Computer Science
Improving Neural Machine Translation with Pre-trained Representation
Rongxiang Weng, Heng Yu, Shujian Huang, Weihua Luo +1
2019-08-22
Chemical Physics · Physics
Neural Network Potentials for Chemistry: Concepts, Applications and Prospects
Silvan Käser, Luis Itza Vazquez-Salazar, Markus Meuwly, Kai Töpfer
2022-12-23