A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
Filters
A new approach for evaluating query expansion
2007
Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '07
Preserved Fulltext
In this paper, we propose a new approach for evaluating query expansion techniques. ...
Query-document term mismatch, whether partial or total, is a fact that must be dealt with by IR systems. Query Expansion (QE) is one method for dealing with term mismatch. ...
Our approach is to introduce querydocument term mismatch into a corpus in a controlled manner and then measure the performance of IR systems as the degree of term mismatch changes. ...
doi:10.1145/1277741.1277840
dblp:conf/sigir/CustisA07
fatcat:fbmv2oujmjfdjhspw6uvf34wui
Conceptual Query Expansion
[chapter]
2005
Lecture Notes in Computer Science
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2012; you can also visit the original URL.
The file type is application/pdf.
Query expansion has been extensively studied as a technique for increasing information retrieval performance. ...
Query terms are matched to those contained in the concept network, from which concepts are deduced and additional query terms are selected. ...
Introduction Query expansion is a technique for dealing with the word mismatch problem in information retrieval systems. ...
doi:10.1007/11495772_30
fatcat:aop2joz5jjbrdg36lyo553uqcy
Exploring Document Expansion for Argument Retrieval
2021
Conference and Labs of the Evaluation Forum
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
The file type is application/pdf.
This notebook documents our attempt to improve argument retrieval using expansion methods for documents as a contribution to Touché@CLEF 2021 as team Hua Mulan. ...
Before runtime we expand arguments by predicting queries and hallucinating arguments using Transformer architectures and a more computational efficient approach based on TF-IDF. ...
Document Expansion A gap that many retrieval approaches try to bridge is the issue of mismatch between terms in a query and terms in documents relevant to this query. ...
dblp:conf/clef/MailachAEK21
fatcat:zzhhjhhshjfejnvtkooupd24nq
Advances in IR Query Expansion
2018
International Journal of Advanced Research in Computer Science and Software Engineering
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
Due to huge variation in framing a query by the individuals, matching of the terms with the document to be searched are facing many challenges. ...
Researchers have worked on problem of identifying the correct essence of the user query by adding additional useful terms. They are currently working on this kind of Query Expansion (QE). ...
In manually based query expansion approach [9] , the user is solely responsible for selecting additional term for expanding the query. ...
doi:10.23956/ijarcsse.v8i5.685
fatcat:jbuqixc2sjd6jeeflmdzjjtrtu
Question Analysis and Query Expansion in CS-CS IR4QA
2008
NTCIR Conference on Evaluation of Information Access Technologies
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
key terms and apply the query expansion technique gaining more relevant key terms, to enhance precision and efficiency for retrieval performance. ...
Based on the observation that inappropriate key terms and term mismatch often result in depressed precision and impressive recall, we employ a special question analysis method extracting more appropriate ...
Acknowledgments The work in this paper was supported partially by a Special Research Grant from Wuhan University of Science and Technology (No. 50003301) and partially by Research Grant from Hubei Provincial ...
dblp:conf/ntcir/LiuFHC08
fatcat:aqxzyz7gcvcclnhkoxnryiejli
Query expansion for microblog retrieval
2012
International Journal of Web Science
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
In this preliminary study, we explore standard query expansion approaches as a way to address this problem. Since the tweets are short, we use external corpora as a source for query expansion terms. ...
Since many of the TREC topics were oriented towards the news genre, we also tried restricting the GSA to a news site (BBC) in the hope that it would be a cleaner, less noisy source for expansion terms. ...
[2] also suggested a ranking method for news documents in which recency plays a major part. ...
doi:10.1504/ijws.2012.052535
fatcat:jalccm7gazeypgymslngrd5zwy
Document Expansion by Query Prediction
[article]
2019
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Other Versions
Following this observation, we propose a simple method that predicts which queries will be issued for a given document and then expands it with those predictions with a vanilla sequence-to-sequence model ...
One technique to improve the retrieval effectiveness of a search engine is to expand documents with terms that are related or representative of the documents' content.From the perspective of a question ...
the document terms and produces a query. ...
arXiv:1904.08375v2
fatcat:b7o7tq6t5rhq5gxnuyrv5wwdki
Automatic term mismatch diagnosis for selective query expansion
2012
Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval - SIGIR '12
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2015; you can also visit the original URL.
The file type is application/pdf.
For a given topic, the proportion of relevant documents that do not contain a term measures the probability for the term to mismatch relevant documents, or the term mismatch probability. ...
Typically, it is used in probabilistic retrieval models to provide query dependent term weights. This paper develops a new use: Automatic diagnosis of term mismatch. ...
We thank Chengtao Wen, Grace Hui Yang, Jin Young Kim, Charlie Clarke, Gordon Cormack and NIST for helpful discussions, feedback and access to data. ...
doi:10.1145/2348283.2348354
dblp:conf/sigir/ZhaoC12
fatcat:ksqca423gfaxpdwuawlcbeumpy
Query expansion by mining user logs
2003
IEEE Transactions on Knowledge and Data Engineering
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2010; you can also visit the original URL.
The file type is application/pdf.
In this study, we propose a new method for query expansion based on user interactions recorded in user logs. ...
The central idea is to extract correlations between query terms and document terms by analyzing user logs. These correlations are then used to select high-quality expansion terms for new queries. ...
For new queries, high-quality expansion terms can be selected from the document space on the basis of the extracted correlations. ...
doi:10.1109/tkde.2003.1209002
fatcat:7t4bi3lljjbczaqbyy3pgsixqi
Wikipedia Article Content Based Query Expansion in IR4QA System
2010
NTCIR Conference on Evaluation of Information Access Technologies
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2011; you can also visit the original URL.
The file type is application/pdf.
In order to enhance the precision and efficiency in question analysis, we employ a special question analysis method extracting more appropriate key terms and apply the query expansion technique gaining ...
more relevant key terms based on Wikipedia article content related to the query. ...
The query expansion module extract terms from the relevant paragraph, and then the new terms will be added to the initial query expansion to construct a new one for the retrieval phase on the given document ...
dblp:conf/ntcir/LiuZQZ10
fatcat:mrb4ixhzbzdwdd7woxwxlmp65a
Automatic Term Reweighting for Query Expansion
2017
Proceedings of the 22nd Australasian Document Computing Symposium on - ADCS 2017
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
ery expansion is used to overcome the vocabulary mismatch between the documents and queries, but it can lead to query dri . ...
Instead of appending the new terms directly to the original query, we merge the term frequencies with the original query term. is reduces the impact of spurious expansion terms being over represented in ...
ACKNOWLEDGEMENTS We thank the ADCS for providing an international travel grant. ...
doi:10.1145/3166072.3166074
dblp:conf/adcs/CrimpT17
fatcat:uwupazgykvdyhfdzawgcxadari
Document expansion for speech retrieval
1999
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '99
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2008; you can also visit the original URL.
The file type is application/pdf.
The problem of "aboutness" for documents -is a document about a certain concept -has been at the core of document indexing for the entire history of IR. ...
For good automatic transcriptions (25% word error rate), retrieval effectiveness with document expansion is indistinguishable from retrieval from human transcriptions. ...
We are also thankful to NIST for making these transcriptions available to us. ...
doi:10.1145/312624.312645
dblp:conf/sigir/SinghalP99
fatcat:cba7wsulfrcwzg2fydzmulpsmy
Query expansion using pseudo relevance feedback on wikipedia
2017
Journal of Intelligent Information Systems
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
A limitation of the current query expansion approaches is that the relations between the query terms and the expanded terms is limited. ...
Query Expansion is one of the well-known approaches for determining the intent of the user by addressing the vocabulary mismatch problem. ...
terms for query expansion. ...
doi:10.1007/s10844-017-0466-3
fatcat:yhqvgjmqyjfonjhkkeo5gkzljy
Sensual Semantic Analysis for Effective Query Expansion
2018
International Journal of Advanced Computer Science and Applications
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
Generally, query expansion methods consider concepts that are semantically related to query terms within the ontology as candidates in expanding the initial query. ...
The expansion of an initial query with relevant meaningful terms can solve this issue and enhance information retrieval. ...
Therefore, the new approach helps in identifying the correct sense for the original query terms. (2)The SSE method avoids including unnecessary expansion terms by considering the computer science domain ...
doi:10.14569/ijacsa.2018.091208
fatcat:yu47dyoterc65j6bnyi42feyom
Query Expansion Techniques for Information Retrieval: a Survey
[article]
2017
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Other Versions
To overcome this, query expansion (QE) plays a crucial role in improving the Internet searches, where the user's initial query is reformulated to a new query by adding new meaningful terms with similar ...
With the ever increasing size of web, relevant information extraction on the Internet with a query formed by a few keywords has become a big challenge. ...
Reference [206] proposes a new and effective way of using WordNet for query expansion, where candidate expansion terms (CET) are selected from a set of pseudo-relevant documents and the usefulness of ...
arXiv:1708.00247v1
fatcat:42st2xre5ndejggyo7ighn2yau
« Previous
Showing results 1 — 15 out of 7,417 results