[КНИГА][B] Mining user generated content

MF Moens, J Li, TS Chua - 2014 - books.google.com
Originating from Facebook, LinkedIn, Twitter, Instagram, YouTube, and many other
networking sites, the social media shared by users and the associated metadata are …

Empower entity set expansion via language model probing

Y Zhang, J Shen, J Shang, J Han - arxiv preprint arxiv:2004.13897, 2020 - arxiv.org
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 …

Beyond text QA: multimedia answer generation by harvesting web information

L Nie, M Wang, Y Gao, ZJ Zha… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
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 …

Contrastive learning with hard negative entities for entity set expansion

Y Li, Y Li, Y He, T Yu, Y Shen, HT Zheng - Proceedings of the 45th …, 2022 - dl.acm.org
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 …

Multimedia answering: enriching text QA with media information

L Nie, M Wang, Z Zha, G Li, TS Chua - Proceedings of the 34th …, 2011 - dl.acm.org
Existing community question-answering forums usually provide only textual answers.
However, for many questions, pure texts cannot provide intuitive information, while image or …

Automatic context pattern generation for entity set expansion

Y Li, S Huang, X Zhang, Q Zhou, Y Li… - … on Knowledge and …, 2023 - ieeexplore.ieee.org
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 …

Guiding corpus-based set expansion by auxiliary sets generation and co-expansion

J Huang, Y **e, Y Meng, J Shen, Y Zhang… - Proceedings of The Web …, 2020 - dl.acm.org
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 …

Corpus-based set expansion with lexical features and distributed representations

P Yu, Z Huang, R Rahimi, J Allan - … of the 42nd international acm sigir …, 2019 - dl.acm.org
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 lengthy to lucid: a systematic literature review on NLP techniques for taming long sentences

T Passali, E Chatzikyriakidis, S Andreadis… - arxiv preprint arxiv …, 2023 - arxiv.org
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 …

[PDF][PDF] Automatic set instance extraction using the web

RC Wang, W Cohen - Proceedings of the Joint Conference of the …, 2009 - aclanthology.org
An important and well-studied problem is the production of semantic lexicons from a large
corpus. In this paper, we present a system named ASIA (Automatic Set Instance Acquirer) …