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630,948
Cross-language information filtering: Word sense disambiguation vs. distributional models
- In AI*IA 2011, volume 6934 of LNCS (2011
"... Abstract. The exponential growth of the Web is the most influential factor that contributes to the increasing importance of text retrieval and filtering systems. Anyway, since information exists in many languages, users could also consider as relevant documents written in different lan-guages from t ..."
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Cited by 2 (1 self)
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in a language-independent way? In this paper, we compared two content-based techniques able to pro-vide users with cross-language recommendations: the first one relies on a knowledge-based word sense disambiguation technique that uses Multi-WordNet as sense inventory, while the latter is based on a
Automatic Word Sense Discrimination
- Journal of Computational Linguistics
, 1998
"... This paper presents context-group discrimination, a disambiguation algorithm based on clustering. Senses are interpreted as groups (or clusters) of similar contexts of the ambiguous word. Words, contexts, and senses are represented in Word Space, a high-dimensional, real-valued space in which closen ..."
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Cited by 530 (1 self)
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This paper presents context-group discrimination, a disambiguation algorithm based on clustering. Senses are interpreted as groups (or clusters) of similar contexts of the ambiguous word. Words, contexts, and senses are represented in Word Space, a high-dimensional, real-valued space in which
Comparing Word Sense Disambiguation and Distributional Models for Cross-Language Information Filtering
"... Abstract. In this paper we deal with the problem of providing users with cross-language recommendations by comparing two different contentbased techniques: the first one relies on a knowledge-based word sense disambiguation algorithm that uses MultiWordNet as sense inventory, while the latter is bas ..."
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Abstract. In this paper we deal with the problem of providing users with cross-language recommendations by comparing two different contentbased techniques: the first one relies on a knowledge-based word sense disambiguation algorithm that uses MultiWordNet as sense inventory, while the latter
Social Information Filtering: Algorithms for Automating "Word of Mouth"
, 1995
"... This paper describes a technique for making personalized recommendations from any type of database to a user based on similarities between the interest profile of that user and those of other users. In particular, we discuss the implementation of a networked system called Ringo, which makes personal ..."
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Cited by 1145 (21 self)
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personalized recommendations for music albums and artists. Ringo's database of users and artists grows dynamically as more people use the system and enter more information. Four different algorithms for making recommendations by using social information filtering were tested and compared. We present
Using collaborative filtering to weave an information tapestry
- Communications of the ACM
, 1992
"... predicated on the belief that information filtering can be more effective when humans are involved in the filtering process. Tapestry was designed to support both content-based filtering and collaborative filtering, which entails people collaborating to help each other perform filtering by recording ..."
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Cited by 945 (4 self)
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predicated on the belief that information filtering can be more effective when humans are involved in the filtering process. Tapestry was designed to support both content-based filtering and collaborative filtering, which entails people collaborating to help each other perform filtering
Towards Cross-Language Word Sense Disambiguation for Quechua
"... In this paper we present initial work on cross-language word sense disambiguation for translating adjectives from Spanish to Quechua and situate CLWSD as part of the translation task. While there are many available resources for training Spanish-language NLP systems, linguistic resources for Quechua ..."
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In this paper we present initial work on cross-language word sense disambiguation for translating adjectives from Spanish to Quechua and situate CLWSD as part of the translation task. While there are many available resources for training Spanish-language NLP systems, linguistic resources
WordNet: An on-line lexical database
- International Journal of Lexicography
, 1990
"... WordNet is an on-line lexical reference system whose design is inspired by current ..."
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Cited by 1945 (9 self)
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WordNet is an on-line lexical reference system whose design is inspired by current
Evaluating collaborative filtering recommender systems
- ACM TRANSACTIONS ON INFORMATION SYSTEMS
, 2004
"... ..."
NewsWeeder: Learning to Filter Netnews
- in Proceedings of the 12th International Machine Learning Conference (ML95
, 1995
"... A significant problem in many information filtering systems is the dependence on the user for the creation and maintenance of a user profile, which describes the user's interests. NewsWeeder is a netnews-filtering system that addresses this problem by letting the user rate his or her interest l ..."
Abstract
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Cited by 555 (0 self)
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A significant problem in many information filtering systems is the dependence on the user for the creation and maintenance of a user profile, which describes the user's interests. NewsWeeder is a netnews-filtering system that addresses this problem by letting the user rate his or her interest
Understanding Normal and Impaired Word Reading: Computational Principles in Quasi-Regular Domains
- PSYCHOLOGICAL REVIEW
, 1996
"... We develop a connectionist approach to processing in quasi-regular domains, as exemplified by English word reading. A consideration of the shortcomings of a previous implementation (Seidenberg & McClelland, 1989, Psych. Rev.) in reading nonwords leads to the development of orthographic and phono ..."
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Cited by 583 (94 self)
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We develop a connectionist approach to processing in quasi-regular domains, as exemplified by English word reading. A consideration of the shortcomings of a previous implementation (Seidenberg & McClelland, 1989, Psych. Rev.) in reading nonwords leads to the development of orthographic
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