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08/15/2023
The Regular Expression Inference Challenge
We propose regular expression inference (REI) as a challenge for code/la...
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01/27/2023
Graph Attention with Hierarchies for Multi-hop Question Answering
Multi-hop QA (Question Answering) is the task of finding the answer to a...
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10/12/2022
Relational Graph Convolutional Neural Networks for Multihop Reasoning: A Comparative Study
Multihop Question Answering is a complex Natural Language Processing tas...
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01/13/2021
Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation
Determining the plausibility of causal relations between clauses is a co...
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08/05/2020
Improving End-to-End Speech-to-Intent Classification with Reptile
End-to-end spoken language understanding (SLU) systems have many advanta...
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04/23/2020
Learning Dialog Policies from Weak Demonstrations
Deep reinforcement learning is a promising approach to training a dialog...
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04/17/2020
Show Us the Way: Learning to Manage Dialog from Demonstrations
We present our submission to the End-to-End Multi-Domain Dialog Challeng...
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03/10/2019