WIQA: A dataset for ``What if...'' reasoning over procedural text

no code implementations • IJCNLP 2019 • T, Niket on, Bhavana Dalvi, Keisuke Sakaguchi, Peter Clark, Antoine Bosselut

We introduce WIQA, the first large-scale dataset of {``}What if...{''} questions over procedural text.

Multiple-choice

Domain Adaptation of SRL Systems for Biological Processes

no code implementations • WS 2019 • Dheeraj Rajagopal, Nidhi Vyas, Aditya Siddhant, Anirudha Rayasam, T, Niket on, Eduard Hovy

Domain adaptation remains one of the most challenging aspects in the wide-spread use of Semantic Role Labeling (SRL) systems.

Domain Adaptation Semantic Role Labeling

WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation

no code implementations • ACL 2017 • T, Niket on, Gerard de Melo, Gerhard Weikum

Knowledge Distillation Semantic Parsing

Domain-Targeted, High Precision Knowledge Extraction

no code implementations • TACL 2017 • Bhavana Dalvi Mishra, T, Niket on, Peter Clark

Our goal is to construct a domain-targeted, high precision knowledge base (KB), containing general (subject, predicate, object) statements about the world, in support of a downstream question-answering (QA) application.

Open Information Extraction Question Answering +1

Perceptually Grounded Selectional Preferences

no code implementations • IJCNLP 2015 • Ekaterina Shutova, T, Niket on, Gerard de Melo

Natural Language Inference Word Sense Disambiguation

Markov Chains for Robust Graph-Based Commonsense Information Extraction

no code implementations • COLING 2012 • T, Niket on, Dheeraj Rajagopal, Gerard de Melo

Common Sense Reasoning