Ex machina: Personal attacks seen at scale
The damage personal attacks cause to online discourse motivates many platforms to try to
curb the phenomenon. However, understanding the prevalence and impact of personal …
curb the phenomenon. However, understanding the prevalence and impact of personal …
[PDF][PDF] Building a large annotated corpus of learner English: The NUS corpus of learner English
D Dahlmeier, HT Ng, SM Wu - … workshop on innovative use of NLP …, 2013 - aclanthology.org
We describe the NUS Corpus of Learner English (NUCLE), a large, fully annotated corpus of
learner English that is freely available for research purposes. The goal of the corpus is to …
learner English that is freely available for research purposes. The goal of the corpus is to …
[图书][B] Automated grammatical error detection for language learners
C Leacock, M Chodorow, M Gamon, J Tetreault - 2014 - books.google.com
It has been estimated that over a billion people are using or learning English as a second or
foreign language, and the numbers are growing not only for English but for other languages …
foreign language, and the numbers are growing not only for English but for other languages …
Fluency boost learning and inference for neural grammatical error correction
Most of the neural sequence-to-sequence (seq2seq) models for grammatical error correction
(GEC) have two limitations:(1) a seq2seq model may not be well generalized with only …
(GEC) have two limitations:(1) a seq2seq model may not be well generalized with only …
A review of cyberbullying detection: An overview
With the growth of Web 2.0, online communication and social networks are emerging. This
alternation helps users to share their information and collaborate with each other easily. In …
alternation helps users to share their information and collaborate with each other easily. In …
Automatic identification of personal insults on social news sites
SO Sood, EF Churchill, J Antin - Journal of the American …, 2012 - Wiley Online Library
As online communities grow and the volume of user‐generated content increases, the need
for community management also rises. Community management has three main purposes …
for community management also rises. Community management has three main purposes …
Profanity use in online communities
S Sood, J Antin, E Churchill - Proceedings of the SIGCHI conference on …, 2012 - dl.acm.org
As user-generated Web content increases, the amount of inappropriate and/or objectionable
content also grows. Several scholarly communities are addressing how to detect and …
content also grows. Several scholarly communities are addressing how to detect and …
Reaching human-level performance in automatic grammatical error correction: An empirical study
Neural sequence-to-sequence (seq2seq) approaches have proven to be successful in
grammatical error correction (GEC). Based on the seq2seq framework, we propose a novel …
grammatical error correction (GEC). Based on the seq2seq framework, we propose a novel …
[PDF][PDF] Using crowdsourcing to improve profanity detection
SO Sood, J Antin, E Churchill - 2012 AAAI Spring Symposium Series, 2012 - cdn.aaai.org
Profanity detection is often thought to be an easy task. However, past work has shown that
current, list-based systems are performing poorly. They fail to adapt to evolving profane …
current, list-based systems are performing poorly. They fail to adapt to evolving profane …
Do you ever get off track in a conversation? the conversational system's anatomy and evaluation metrics
Conversational systems are now applicable to almost every business domain. Evaluation is
an important step in the creation of dialog systems so that they may be readily tested and …
an important step in the creation of dialog systems so that they may be readily tested and …