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» Detecting nepotistic links by language model disagreement
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WWW
2006
ACM
14 years 5 months ago
Detecting nepotistic links by language model disagreement
In this short note we demonstrate the applicability of hyperlink downweighting by means of language model disagreement. The method filters out hyperlinks with no relevance to the ...
András A. Benczúr, István B&i...
AIRWEB
2005
Springer
13 years 10 months ago
Blocking Blog Spam with Language Model Disagreement
We present an approach for detecting link spam common in blog comments by comparing the language models used in the blog post, the comment, and pages linked by the comments. In co...
Gilad Mishne, David Carmel, Ronny Lempel
COLING
2010
12 years 12 months ago
Modeling Socio-Cultural Phenomena in Discourse
In this paper, we describe a novel approach to computational modeling and understanding of social and cultural phenomena in multi-party dialogues. We developed a two-tier approach...
Tomek Strzalkowski, George Aaron Broadwell, Jennif...
NAACL
2003
13 years 6 months ago
Semantic Language Models for Topic Detection and Tracking
In this work, we present a new semantic language modeling approach to model news stories in the Topic Detection and Tracking (TDT) task. In the new approach, we build a unigram la...
Ramesh Nallapati
COLING
2002
13 years 4 months ago
NLP and IR Approaches to Monolingual and Multilingual Link Detection
This paper considers several important issues for monolingual and multilingual link detection. The experimental results show that nouns, verbs, adjectives and compound nouns are u...
Ying-Ju Chen, Hsin-Hsi Chen