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Hierarchy Identification for Automatically Generating Table-of-Contents
A table-of-contents (TOC) provides a quick reference to a document’s content and structure. We present the first study on identifying the hierarchical structure for automatically generating a TOC us- ing …...
Novel elicitation and annotation schemes for sentential and sub-sentential alignments of bitexts
AbstractResources for evaluating sentence-level and word-level alignment algorithms are unsatisfactory. Regarding sentence alignments, the existing data is too scarce, especially when it comes to difficult bitexts, containing instances of non-literal …...
Cross-document Misinformation Detection based on Event Graph Reasoning
AbstractFor emerging events, human readers are often exposed to both real news and fake news. Multiple news articles may contain complementary or contradictory information that readers can leverage to help …...
WARM: A Weakly (+Semi) Supervised Math Word Problem Solver
AbstractSolving math word problems (MWPs) is an important and challenging problem in natural language processing. Existing approaches to solving MWPs require full supervision in the form of intermediate equations. However, …...
Zoom Out and Observe: News Environment Perception for Fake News Detection
AbstractFake news detection is crucial for preventing the dissemination of misinformation on social media. To differentiate fake news from real ones, existing methods observe the language patterns of the news …...