QA-GNN: Reasoning with language models and knowledge graphs for question answering
M Yasunaga, H Ren, A Bosselut, P Liang… - ar** into people annoys them” or
“rain makes the road slippery”, helps humans navigate everyday situations seamlessly. Yet …
“rain makes the road slippery”, helps humans navigate everyday situations seamlessly. Yet …
Connecting the dots: A knowledgeable path generator for commonsense question answering
Commonsense question answering (QA) requires background knowledge which is not
explicitly stated in a given context. Prior works use commonsense knowledge graphs (KGs) …
explicitly stated in a given context. Prior works use commonsense knowledge graphs (KGs) …
Genericskb: A knowledge base of generic statements
S Bhakthavatsalam, C Anastasiades… - arxiv preprint arxiv …, 2020 - arxiv.org
We present a new resource for the NLP community, namely a large (3.5 M+ sentence)
knowledge base of* generic statements*, eg," Trees remove carbon dioxide from the …
knowledge base of* generic statements*, eg," Trees remove carbon dioxide from the …
A roadmap for big model
With the rapid development of deep learning, training Big Models (BMs) for multiple
downstream tasks becomes a popular paradigm. Researchers have achieved various …
downstream tasks becomes a popular paradigm. Researchers have achieved various …
MICO: A multi-alternative contrastive learning framework for commonsense knowledge representation
Commonsense reasoning tasks such as commonsense knowledge graph completion and
commonsense question answering require powerful representation learning. In this paper …
commonsense question answering require powerful representation learning. In this paper …
What makes the story forward? inferring commonsense explanations as prompts for future event generation
Prediction over event sequences is critical for many real-world applications in Information
Retrieval and Natural Language Processing. Future Event Generation (FEG) is a …
Retrieval and Natural Language Processing. Future Event Generation (FEG) is a …