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05/29/2021
Constructing Flow Graphs from Procedural Cybersecurity Texts
Following procedural texts written in natural languages is challenging. ...
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05/26/2021
Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction
In this work, we propose Masked Noun-Phrase Prediction (MNPP), a pre-tra...
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03/23/2021
Variable Name Recovery in Decompiled Binary Code using Constrained Masked Language Modeling
Decompilation is the procedure of transforming binary programs into a hi...
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03/20/2021
Self-Supervised Test-Time Learning for Reading Comprehension
Recent work on unsupervised question answering has shown that models can...
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12/17/2020
Can Transformers Reason About Effects of Actions?
A recent work has shown that transformers are able to "reason" with fact...
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12/04/2020
Self-Supervised VQA: Answering Visual Questions using Images and Captions
Methodologies for training VQA models assume the availability of dataset...
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09/18/2020
MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering
While progress has been made on the visual question answering leaderboar...
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05/01/2020
Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering
The aim of all Question Answering (QA) systems is to be able to generali...
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04/07/2020
Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering
Open Domain Question Answering requires systems to retrieve external kno...
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03/11/2020
Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning
Captioning is a crucial and challenging task for video understanding. In...
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03/06/2020
Natural Language QA Approaches using Reasoning with External Knowledge
Question answering (QA) in natural language (NL) has been an important a...
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02/19/2020
VQA-LOL: Visual Question Answering under the Lens of Logic
Logical connectives and their implications on the meaning of a natural l...
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11/10/2019
Knowledge Guided Named Entity Recognition
In this work, we try to perform Named Entity Recognition (NER) with exte...
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09/19/2019
ASU at TextGraphs 2019 Shared Task: Explanation ReGeneration using Language Models and Iterative Re-Ranking
In this work we describe the system from Natural Language Processing gro...
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09/19/2019
Exploring ways to incorporate additional knowledge to improve Natural Language Commonsense Question Answering
DARPA and Allen AI have proposed a collection of datasets to encourage r...
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07/24/2019