Title
Boosting Convolutional Neural Networks with Middle Spectrum Grouped Convolution Z. Su Jiehua Zhang Tianpeng Liu Zhen Liu Shuanghui Zhang M. Pietikäinen Li Liu 27 2 0 13 Apr 2023
HUJI-KU at MRP~2020: Two Transition-based Neural Parsers Ofir Arviv Ruixiang Cui Daniel Hershcovich 34 10 0 12 Oct 2020
Beyond Graph Neural Networks with Lifted Relational Neural Networks Gustav Sourek F. Železný Ondrej Kuzelka NAI 35 17 0 13 Jul 2020
Syntactic Structure Distillation Pretraining For Bidirectional Encoders A. Kuncoro Lingpeng Kong Daniel Fried Dani Yogatama Laura Rimell Chris Dyer Phil Blunsom 31 33 0 27 May 2020
Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns KayYen Wong Sameen Maruf Gholamreza Haffari 11 27 0 21 Apr 2020
Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence S. Raschka Joshua Patterson Corey J. Nolet AI4CE 18 482 0 12 Feb 2020
Pointer-based Fusion of Bilingual Lexicons into Neural Machine Translation Jetic Gū Hassan S. Shavarani Anoop Sarkar 16 4 0 17 Sep 2019
Multilingual and Multi-Aspect Hate Speech Analysis N. Ousidhoum Zizheng Lin Hongming Zhang Yangqiu Song Dit-Yan Yeung 24 282 0 29 Aug 2019
Augmenting a BiLSTM tagger with a Morphological Lexicon and a Lexical Category Identification Step Steinþór Steingrímsson Örvar Kárason H. Loftsson 6 30 0 21 Jul 2019
Scalable Syntax-Aware Language Models Using Knowledge Distillation A. Kuncoro Chris Dyer Laura Rimell S. Clark Phil Blunsom 27 26 0 14 Jun 2019
Towards Neural Decompilation O. Katz Yuval Olshaker Yoav Goldberg Eran Yahav 10 42 0 20 May 2019
Declarative Recursive Computation on an RDBMS, or, Why You Should Use a Database For Distributed Machine Learning Dimitrije Jankov Shangyu Luo Binhang Yuan Zhuhua Cai Jia Zou C. Jermaine Zekai J. Gao 13 60 0 25 Apr 2019
Cross-Lingual Transfer of Semantic Roles: From Raw Text to Semantic Roles M. Aminian Mohammad Sadegh Rasooli Mona T. Diab 18 27 0 05 Apr 2019
Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces Takamasa Okudono Masaki Waga Taro Sekiyama I. Hasuo 11 37 0 05 Apr 2019
Jointly Extracting and Compressing Documents with Summary State Representations Afonso Mendes Shashi Narayan Sebastião Miranda Zita Marinho André F. T. Martins Shay B. Cohen 28 52 0 03 Apr 2019
Low-Resource Syntactic Transfer with Unsupervised Source Reordering Mohammad Sadegh Rasooli M. Collins 12 22 0 13 Mar 2019
Choosing the Right Word: Using Bidirectional LSTM Tagger for Writing Support Systems Victor Makarenkov L. Rokach Bracha Shapira 11 35 0 08 Jan 2019
Workload-aware Automatic Parallelization for Multi-GPU DNN Training Sungho Shin Y. Jo Jungwook Choi Swagath Venkataramani Vijayalakshmi Srinivasan Wonyong Sung 3DH 14 1 0 05 Nov 2018
Fashionable Modelling with Flux Mike Innes Elliot Saba Keno Fischer Dhairya Gandhi Marco Concetto Rudilosso Neethu Mariya Joy Tejan Karmali Avik Pal Viral B. Shah AI4CE 33 160 0 01 Nov 2018
AutoGraph: Imperative-style Coding with Graph-based Performance D. Moldovan James M. Decker Fei Wang A. A. Johnson Brian K. Lee Zachary Nado D. Sculley Tiark Rompf Alexander B. Wiltschko 13 43 0 16 Oct 2018
Improving the Expressiveness of Deep Learning Frameworks with Recursion Eunji Jeong Joo Seong Jeong Soojeong Kim Gyeong-In Yu Byung-Gon Chun 23 18 0 04 Sep 2018
An improved neural network model for joint POS tagging and dependency parsing Dat Quoc Nguyen Karin Verspoor 22 63 0 11 Jul 2018
Improving Text-to-SQL Evaluation Methodology Catherine Finegan-Dollak Jonathan K. Kummerfeld Li Zhang Karthik Ramanathan Sesh Sadasivam Rui Zhang Dragomir R. Radev 16 278 0 23 Jun 2018
Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource Antonios Anastasopoulos M. Lekakou J. Quer Eleni Zimianiti Justin DeBenedetto David Chiang 18 28 0 11 Jun 2018
Multilingual Neural Machine Translation with Task-Specific Attention Graeme W. Blackwood Miguel Ballesteros T. Ward 18 79 0 08 Jun 2018
NeuralREG: An end-to-end approach to referring expression generation Thiago Castro Ferreira Diego Moussallem Ákos Kádár Sander Wubben Emiel Krahmer 3DV 27 38 0 21 May 2018
Comprehensive Supersense Disambiguation of English Prepositions and Possessives Nathan Schneider Jena D. Hwang Vivek Srikumar Jakob Prange Austin Blodgett Sarah R. Moeller A. Stern Adi Bitan Omri Abend 14 66 0 13 May 2018
Paraphrase to Explicate: Revealing Implicit Noun-Compound Relations Vered Shwartz Ido Dagan NAI BDL 4 25 0 07 May 2018
Extreme Adaptation for Personalized Neural Machine Translation Paul Michel Graham Neubig 11 103 0 04 May 2018
What's Going On in Neural Constituency Parsers? An Analysis David Gaddy Mitchell Stern Dan Klein NAI 12 74 0 20 Apr 2018
Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction K. Stratos 11 26 0 20 Apr 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform Matt Gardner Joel Grus Mark Neumann Oyvind Tafjord Pradeep Dasigi Nelson F. Liu Matthew E. Peters Michael Schmitz Luke Zettlemoyer VLM 20 1,279 0 20 Mar 2018
Tied Multitask Learning for Neural Speech Translation Antonios Anastasopoulos David Chiang 95 171 0 19 Feb 2018
Context Models for OOV Word Translation in Low-Resource Languages Angli Liu Katrin Kirchhoff 19 9 0 26 Jan 2018
Document Context Neural Machine Translation with Memory Networks Sameen Maruf Gholamreza Haffari 27 160 0 10 Nov 2017
Multi-Label Classification of Patient Notes a Case Study on ICD Code Assignment Tal Baumel Jumana Nassour-Kassis Raphael Cohen Michael Elhadad Noémie Elhadad 11 200 0 27 Sep 2017
Dynamic Entity Representations in Neural Language Models Yangfeng Ji Chenhao Tan Sebastian Martschat Yejin Choi Noah A. Smith 22 91 0 02 Aug 2017
AMR Parsing using Stack-LSTMs Miguel Ballesteros Yaser Al-Onaizan 16 64 0 24 Jul 2017
Mimicking Word Embeddings using Subword RNNs Yuval Pinter Robert Guthrie Jacob Eisenstein 22 158 0 21 Jul 2017
Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold Swabha Swayamdipta Sam Thomson Chris Dyer Noah A. Smith 20 118 0 29 Jun 2017
An Empirical Study of Mini-Batch Creation Strategies for Neural Machine Translation Makoto Morishita Yusuke Oda Graham Neubig Koichiro Yoshino Katsuhito Sudoh Satoshi Nakamura MoE 14 26 0 19 Jun 2017
On-the-fly Operation Batching in Dynamic Computation Graphs Graham Neubig Yoav Goldberg Chris Dyer 28 60 0 22 May 2017
A Minimal Span-Based Neural Constituency Parser Mitchell Stern Jacob Andreas Dan Klein 12 195 0 10 May 2017
Abstract Syntax Networks for Code Generation and Semantic Parsing Maxim Rabinovich Mitchell Stern Dan Klein 25 359 0 25 Apr 2017
Fast and Accurate Neural Word Segmentation for Chinese Deng Cai Zhao Hai Zhisong Zhang Yuan Xin Yongjian Wu Feiyue Huang VLM 15 94 0 24 Apr 2017
A* CCG Parsing with a Supertag and Dependency Factored Model Masashi Yoshikawa Hiroshi Noji Yuji Matsumoto LRM 3DV 9 63 0 23 Apr 2017
Argument Mining with Structured SVMs and RNNs Vlad Niculae Joonsuk Park Claire Cardie 16 100 0 23 Apr 2017
A Transition-Based Directed Acyclic Graph Parser for UCCA Daniel Hershcovich Omri Abend A. Rappoport GNN 3DV 15 92 0 03 Apr 2017
Language Models with Pre-Trained (GloVe) Word Embeddings Victor Makarenkov Bracha Shapira L. Rokach RALM 11 10 0 12 Oct 2016
Generalizing and Hybridizing Count-based and Neural Language Models Graham Neubig Chris Dyer 59 31 0 01 Jun 2016