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ACL
2007
13 years 9 months ago
A Feature Based Approach to Leveraging Context for Classifying Newsgroup Style Discussion Segments
On a multi-dimensional text categorization task, we compare the effectiveness of a feature based approach with the use of a stateof-the-art sequential learning technique that has ...
Yi-Chia Wang, Mahesh Joshi, Carolyn Penstein Ros&e...
ACL
2008
13 years 9 months ago
Introduction to Computational Advertising
Evgeniy Gabrilovich, Vanja Josifovski, Bo Pang
ACL
2007
13 years 9 months ago
On the role of context and prosody in the interpretation of 'okay'
We examine the effect of contextual and acoustic cues in the disambiguation of three discourse-pragmatic functions of the word okay. Results of a perception study show that contex...
Agustín Gravano, Stefan Benus, Hector Chave...
ACL
2007
13 years 9 months ago
Disambiguating Between Generic and Referential "You" in Dialog
We describe an algorithm for a novel task: disambiguating the pronoun you in conversation. You can be generic or referential; finding referential you is important for tasks such ...
Surabhi Gupta, Matthew Purver, Daniel Jurafsky
ACL
2007
13 years 9 months ago
Structured Models for Fine-to-Coarse Sentiment Analysis
In this paper we investigate a structured model for jointly classifying the sentiment of text at varying levels of granularity. Inference in the model is based on standard sequenc...
Ryan T. McDonald, Kerry Hannan, Tyler Neylon, Mike...
ACL
2008
13 years 9 months ago
Interactive Visualization for Computational Linguistics
Christopher Collins, Gerald Penn, M. Sheelagh T. C...
ACL
2008
13 years 9 months ago
FastSum: Fast and Accurate Query-based Multi-document Summarization
We present a fast query-based multi-document summarizer called FastSum based solely on word-frequency features of clusters, documents and topics. Summary sentences are ranked by a...
Frank Schilder, Ravikumar Kondadadi
ACL
2008
13 years 9 months ago
Pairwise Document Similarity in Large Collections with MapReduce
This paper presents a MapReduce algorithm for computing pairwise document similarity in large document collections. MapReduce is an attractive framework because it allows us to de...
Tamer Elsayed, Jimmy J. Lin, Douglas W. Oard
ACL
2008
13 years 9 months ago
Multi-domain Sentiment Classification
This paper addresses a new task in sentiment classification, called multi-domain sentiment classification, that aims to improve performance through fusing training data from multi...
Shoushan Li, Chengqing Zong