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Greatest papers with code

Compositional Questions Do Not Necessitate Multi-hop Reasoning

ACL 2019 shmsw25/single-hop-rc

Multi-hop reading comprehension (RC) questions are challenging because they require reading and reasoning over multiple paragraphs.

INFORMATION RETRIEVAL MULTI-HOP READING COMPREHENSION

Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension

ACL 2019 jiangycTarheel/EPAr

Multi-hop reading comprehension requires the model to explore and connect relevant information from multiple sentences/documents in order to answer the question about the context.

MULTI-HOP READING COMPREHENSION

Exploiting Explicit Paths for Multi-hop Reading Comprehension

ACL 2019 allenai/PathNet

To capture additional context, PathNet also composes the passage representations along each path to compute a passage-based representation.

KNOWLEDGE GRAPHS MULTI-HOP READING COMPREHENSION