Towards Coinductive Models for Natural Language Understanding. Bringing together Deep Learning and Deep Semantics

9 December 2020

Papers citing "Towards Coinductive Models for Natural Language Understanding. Bringing together Deep Learning and Deep Semantics"

14 / 14 papers shown

Title
Dive into Deep Learning Aston Zhang Zachary Chase Lipton Mu Li Alexander J. Smola VLM 79 568 0 21 Jun 2021
Learning Task-General Representations with Generative Neuro-Symbolic Modeling Reuben Feinman Brenden M. Lake GAN 47 19 0 25 Jun 2020
The First Shared Task on Discourse Representation Structure Parsing Lasha Abzianidze Rik van Noord Hessel Haagsma Johan Bos 46 27 0 27 May 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 246 1,693 0 16 Mar 2020
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports Yuhao Zhang Derek Merck E. Tsai Christopher D. Manning C. Langlotz MedIm HILM 54 185 0 06 Nov 2019
Theoretical Issues in Deep Networks: Approximation, Optimization and Generalization T. Poggio Andrzej Banburski Q. Liao ODL 112 164 0 25 Aug 2019
Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems Paweł Budzianowski Ivan Vulić 70 310 0 12 Jul 2019
Analysing Mathematical Reasoning Abilities of Neural Models D. Saxton Edward Grefenstette Felix Hill Pushmeet Kohli LRM 185 428 0 02 Apr 2019
Linguistic generalization and compositionality in modern artificial neural networks Marco Baroni AI4CE 73 149 0 30 Mar 2019
Bounds on the Approximation Power of Feedforward Neural Networks M. Mehrabi A. Tchamkerten Mansoor I. Yousefi 35 12 0 29 Jun 2018
Neural Network Acceptability Judgments Alex Warstadt Amanpreet Singh Samuel R. Bowman 230 1,407 0 31 May 2018
Building machines that adapt and compute like brains Brenden M. Lake J. Tenenbaum AI4CE FedML NAI AILaw 320 887 0 11 Nov 2017
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era Chen Sun Abhinav Shrivastava Saurabh Singh Abhinav Gupta VLM 185 2,398 0 10 Jul 2017
Deep Multitask Learning for Semantic Dependency Parsing Hao Peng Sam Thomson Noah A. Smith SSeg 75 144 0 22 Apr 2017