Continual Learning for Neural Semantic Parsing

Continual Learning for Neural Semantic Parsing

  Continual Learning for Neural Semantic Parsing Vladislav Lialin,1Rahul Goel,2 Andrey Simanovsky,2 Anna Rumshisky,1 Rushin Shah21University of Massachusetts Lowell, 2Google……

Tokenization Repair in the Presence of Spelling Errors

Tokenization Repair in the Presence of Spelling Errors

Tokenization Repair in the Presence of Spelling Errors Hannah Bast, Matthias Hertel, Mostafa M. MohamedDepartment of Computer ScienceUniversity of Freiburg79110 Freiburg, Germa……

Understanding Neural Abstractive Summarization Models via Uncertainty

Understanding Neural Abstractive Summarization Models via Uncertainty

Understanding Neural Abstractive Summarization Models via Uncertainty Jiacheng Xu   Shrey Desai   Greg DurrettDepartment of Computer ScienceThe University of ……

Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention

Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention

Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention Ekta Sood1, Simon Tannert2, Philipp Müller1, Andreas Bulling11University of Stuttgart, In……

Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning

Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning

Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning Lianhui Qin†‡     Vered Shwartz &dagg……

Automatic generation of reviews of scientific papers

Automatic generation of reviews of scientific papers

Automatic generation of reviews of scientific papers Anna Nikiforovskaya12, Nikolai Kapralov3, Anna Vlasova4, Oleg Shpynov56 and Aleksei Shpilman15 1National Research University ……

Towards Topic-Guided Conversational Recommender System

Towards Topic-Guided Conversational Recommender System

Towards Topic-Guided Conversational Recommender System Kun Zhou1†, Yuanhang Zhou1†, Wayne Xin Zhao2,31, Xiaoke Wang1 and Ji-Rong Wen2,3 1School of Information, Renm……

Argument Mining: A Survey

Argument Mining: A Survey

Abstract Argument mining is the automatic identification and extraction of the structure of inference and reasoning expressed as arguments presented in natural languag……

word2vec Parameter Learning Explained

word2vec Parameter Learning Explained

Xin Rongronxin@umich.edu Abstract The word2vec model and application by Mikolov et al. have attracted a great amount of attention in recent two years. The vector repre……

Lagging Inference Networks and Posterior Collapse in Variational Autoencoders

Lagging Inference Networks and Posterior Collapse in Variational Autoencoders

This entry is part 1 of 1 in the series Text generation Junxian He, Daniel Spokoyny, Graham NeubigCarnegie Mellon University{junxianh,dspokoyn,gneubig}@cs.cmu.edu&Taylor ……