Beyond text QA: multimedia answer generation by harvesting web information
Community question answering (cQA) services have gained popularity over the past years. It
not only allows community members to post and answer questions but also enables general …
not only allows community members to post and answer questions but also enables general …
Empower entity set expansion via language model probing
Entity set expansion, aiming at expanding a small seed entity set with new entities belonging
to the same semantic class, is a critical task that benefits many downstream NLP and IR …
to the same semantic class, is a critical task that benefits many downstream NLP and IR …
Multimedia answering: enriching text QA with media information
Existing community question-answering forums usually provide only textual answers.
However, for many questions, pure texts cannot provide intuitive information, while image or …
However, for many questions, pure texts cannot provide intuitive information, while image or …
Contrastive learning with hard negative entities for entity set expansion
Entity Set Expansion (ESE) is a promising task which aims to expand entities of the target
semantic class described by a small seed entity set. Various NLP and IR applications will …
semantic class described by a small seed entity set. Various NLP and IR applications will …
Automatic context pattern generation for entity set expansion
Entity Set Expansion (ESE) is a valuable task that aims to find entities of the target semantic
class described by given seed entities. Various Natural Language Processing (NLP) and …
class described by given seed entities. Various Natural Language Processing (NLP) and …
Guiding corpus-based set expansion by auxiliary sets generation and co-expansion
Given a small set of seed entities (eg,“USA”,“Russia”), corpus-based set expansion is to
induce an extensive set of entities which share the same semantic class (Country in this …
induce an extensive set of entities which share the same semantic class (Country in this …
Corpus-based set expansion with lexical features and distributed representations
Corpus-based set expansion refers to mining" sibling" entities of some given seed entities
from a corpus. Previous works are limited to using either textual context matching or …
from a corpus. Previous works are limited to using either textual context matching or …
From Lengthy to Lucid: A Systematic Literature Review on NLP Techniques for Taming Long Sentences
Long sentences have been a persistent issue in written communication for many years since
they make it challenging for readers to grasp the main points or follow the initial intention of …
they make it challenging for readers to grasp the main points or follow the initial intention of …