Paper collection on Learning Term Weights

Paper List by Time

• 2017

  • Balancing between over-weighting and under-weighting in supervised term weighting

• 2016

  • Balancing Between Over-Weighting and Under-Weighting in Supervised Term Weighting
  • Learning Global Term Weights for Content-based
    Recommender Systems
  • Learning Term Weights for Ad-hoc Retrieval
    • A blog? on Linkedin

• 2015

  • New term weighting schemes with combination of multiple classifier for sentiment analysis

• 2014

  • A study of supervised term weighting scheme for sentiment analysis
  • Reducing Over-Weighting in Supervised Term Weighting for
    Sentiment Analysis COLING 2014

• 2013

  • Using tf-idf as an edge weighting scheme in
    user-object bipartite networks

• 2011

• 2010

• 2009

  • Learning term-weighting functions for similarity measures EMNLP 2009
    • 2016, Similarity Models for Ad Relevance Measures Same first author, Microsoft Research

• 2008

• 2007

  • Imbalanced text classification: A term weighting approach
  • Supervised and Traditional Term Weighting
    Methods for Automatic Text Categorization

• 2006

• 2005

  • Learn to Weight Terms in Information Retrieval Using Category Information ICML

• 2003

  • An information-theoretic perspective of tf–idf measures

• 1997

Others

• A supervised method of feature weighting for measuring semantic relatedness
• [Statistically weighted reviews to enhance sentiment classification]
• Extractive summarization of product reviews Linkedin blog?
• How scoring works in Elasticsearch
• Optimizing Search Results in Elasticsearch with Scoring and Boosting
• Tf-idf :: A Single-Page Tutorial - Information Retrieval and Text Mining

Blog?

• Supervised Term Weighting Schemes for Text Classification