7 citations · 7 across the 2 of their papers we have counts for
7 papers · 1 filter
Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia
Tomás Feith, Akhil Arora, Martin Gerlach +2
Links are a fundamental part of information networks, turning isolated pieces of knowledge into a network of information that is much richer than the sum of its parts. However, add…
Generating Hypothetical Events for Abductive Inference
Debjit Paul, Anette Frank
Abductive reasoning starts from some observations and aims at finding the most plausible explanation for these observations. To perform abduction, humans often make use of temporal…
COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion
Debjit Paul, Anette Frank
Despite recent successes of large pre-trained language models in solving reasoning tasks, their inference capabilities remain opaque. We posit that such models can be made more int…
CO-NNECT: A Framework for Revealing Commonsense Knowledge Paths as Explicitations of Implicit Knowledge in Texts
Maria Becker, Katharina Korfhage, Debjit Paul +1
In this work we leverage commonsense knowledge in form of knowledge paths to establish connections between sentences, as a form of explicitation of implicit knowledge. Such connect…
Social Commonsense Reasoning with Multi-Head Knowledge Attention
Debjit Paul, Anette Frank
Social Commonsense Reasoning requires understanding of text, knowledge about social events and their pragmatic implications, as well as commonsense reasoning skills. In this work w…
Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs
Debjit Paul, Anette Frank
To make machines better understand sentiments, research needs to move from polarity identification to understanding the reasons that underlie the expression of sentiment. Categoriz…