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Cross-lingual query suggestion using query logs of different languages
2007
Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '07
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In this paper, we extend it to cross-lingual query suggestion (CLQS): for a query in one language, we suggest similar or relevant queries in other languages. ...
Instead of relying on existing query translation technologies for CLQS, we present an effective means to map the input query of one language to queries of the other language in the query log. ...
CONCLUSIONS In this paper, we proposed a new approach to cross-lingual query suggestion by mining relevant queries in different languages from query logs. ...
doi:10.1145/1277741.1277821
dblp:conf/sigir/GaoNNZHWH07
fatcat:i3y3jxo5kjen7aksztitifynia
Cross-lingual Passage Re-ranking with Alignment Augmented Multilingual BERT
2020
IEEE Access
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This further suggests that XPI can narrow the gap in cases where the query and the passages to be ranked are from different languages. ...
cross-lingual alignment, using training, here, we modify the score of similarity defined in Eq.(1) so it is higher for the sentence pairs in different languages with the same meanings. ...
doi:10.1109/access.2020.3041605
fatcat:ppp72cpcgzhkpbsc6sy2th3yru
Using English information in non-English web search
2008
Proceeding of the 2nd ACM workshop on Improving non english web searching - iNEWS '08
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We first show how to identify pairs of Chinese LNL queries and their English counterparts from Chinese and English query logs. ...
Unfortunately, many of these features are absent or altered in other languages. ...
Tao Qin also provided us with a fast implementation of RSVM, which we used in the experiments of this work. ...
doi:10.1145/1460027.1460031
dblp:conf/cikm/GaoBZ08
fatcat:36p6n5s5yva25ftmpz5673veae
Mining the Behaviour of Users in a Multilingual Information Access Task
2008
Conference and Labs of the Evaluation Forum
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Our results show that, most of the users start with monolingual interface and soon they realize cross-lingual is interface is more useful than mono-lingual interface, and the users are more comfortable ...
We looked for the differences in the search behavior according to the language skills. ...
found more images using monolingual interface. • Most of the users start with monolingual interface and soon they realize cross-lingual is interface is more useful than mono-lingual interface. ...
dblp:conf/clef/Srinivasarao08
fatcat:wp2u66si6zdznkfzk7duf4pmgq
Leveraging User Interaction and Social Tagging for Improving Cross-lingual Information Access in Digital Libraries
2011
Bulletin of IEEE Technical Committee on Digital Libraries
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The goal is to support the users in formulating effective queries and selecting the documents which satisfy their information needs regardless of the language of the documents. ...
Evaluation of interactive cross-lingual information retrieval systems has been the focus of recent research. ...
Throughout this paper the term CLIR will be used to address all aspects of multilingual search. CLIR is characterized by differences in query and document language [2] . ...
dblp:journals/tcdl/Stiller11
fatcat:ubeigb5itjc4rb62by47wvfeyq
Novel methods for query selection and query combination in query-by-example spoken term detection
2010
Proceedings of the 2010 international workshop on Searching spontaneous conversational speech - SSCS '10
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Experiments, tested on with-in language and cross-lingual QbE STD setups, show a significant improvement when the query is selected according to an optimal criterion over when the query is selected randomly ...
for both setups and a significant improvement when several examples are combined to build the input query for the search system compared with the use of the single best example. ...
It can be also
Discussion The number of examples used to construct a more robust query seems to be stable both for with-in language and cross-lingual QbE (5 in our case). ...
doi:10.1145/1878101.1878106
fatcat:l26dxwtaqbhffccsjztt3wwbpq
Combining Signals for Cross-Lingual Relevance Feedback
[chapter]
2012
Lecture Notes in Computer Science
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On an evaluation with web data sampled from a real-world search engine, the proposed cross-lingual feedback model outperforms two state-of-the-art models across two different low-resource languages. ...
We present a new cross-lingual relevance feedback model that improves a machine-learned ranker for a language with few training resources, using feedback from a better ranker for a language that has more ...
were present in English/US query logs. ...
doi:10.1007/978-3-642-35341-3_31
fatcat:tdsdnzcqofd57gcoudes4f7h34
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation
[article]
2022
arXiv
pre-print
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This problem is further exacerbated when using DSI for cross-lingual retrieval, where document text and query text are in different languages. ...
Empirical results on popular mono-lingual and cross-lingual passage retrieval benchmark datasets show that DSI-QG significantly outperforms the original DSI model. ...
and queries are from different languages. ...
arXiv:2206.10128v1
fatcat:z6m25kz4gvfzznupmzbnsndzoe
Language-Agnostic Representation Learning for Product Search on E-Commerce Platforms
2020
Proceedings of the 13th International Conference on Web Search and Data Mining
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This problem is exacerbated when products are cross-listed across countries that speak multiple languages, and customers specify queries in multiple languages and from different cultural contexts. ...
By aligning the query and product representations from different languages into a language-independent vector space of queries and products, respectively, the proposed model improves the performance over ...
For the former, we use anonymous user logs across the above countries. To create a query-query pair, we consider an item that is cross-listed across different countries. ...
doi:10.1145/3336191.3371852
dblp:conf/wsdm/AhujaRKSR20
fatcat:anke5sdjhzegtlylm5ncnocsiu
LitMind Dictionary: An Open-Source Online Dictionary
[article]
2022
arXiv
pre-print
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Incorporating state-of-the-art definition generation models, it supports not only Chinese and English, but also Chinese-English cross-lingual queries. ...
Dictionaries can help language learners to learn vocabulary by providing definitions of words. ...
Moreover, we employ cross-lingual pretrained language models (Lample and Conneau, 2019; as an extension of the task to support Chinese-English queries. ...
arXiv:2204.11087v1
fatcat:n2jovvz4kfbupkxuuske4jsjnm
Leveraging Advantages of Interactive and Non-Interactive Models for Vector-Based Cross-Lingual Information Retrieval
[article]
2021
arXiv
pre-print
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Interactive and non-interactive model are the two de-facto standard frameworks in vector-based cross-lingual information retrieval (V-CLIR), which embed queries and documents in synchronous and asynchronous ...
Accordingly, cross-lingual features can be better learned like an interactive model. ...
In order to preliminarily map different languages into the same latent space, all the encoders are initialized by the pre-trained cross-lingual language model M-Bert (Devlin et al. 2019) . 2 We follow ...
arXiv:2111.01992v1
fatcat:3guhdhhwlzaj3jfms222ll67rq
Modelling of terms across scripts through autoencoders
2014
Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval - SIGIR '14
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3) query formulation and termweighting for MSIR; 4) what are the properties of different cross-view autoencoder architecture and their impact on retrieval performance? ...
Very recently we have formally defined the problem of MSIR and presented the quantitative study on it through Bing query log analysis [1] . ...
doi:10.1145/2600428.2610380
dblp:conf/sigir/Gupta14
fatcat:zs6odihvgjexjncocx7ppnxzru
Cross-lingual relevance models
2002
Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '02
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We propose a formal model of Cross-Language Information Retrieval that does not rely on either query translation or document translation. ...
We test the framework by constructing Chinese topic models from English queries and using them in the CLIR task of TREC9. ...
Cross-lingual Relevance Models noticeably outperform the mono-lingual baselines.
Generally, comparable corpora are sets of topically related documents written in different languages. ...
doi:10.1145/564376.564408
dblp:conf/sigir/LavrenkoCC02
fatcat:khqsegyt4fcszgddolapmuk4oy
Cross-lingual relevance models
2002
Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '02
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We propose a formal model of Cross-Language Information Retrieval that does not rely on either query translation or document translation. ...
We test the framework by constructing Chinese topic models from English queries and using them in the CLIR task of TREC9. ...
Cross-lingual Relevance Models noticeably outperform the mono-lingual baselines.
Generally, comparable corpora are sets of topically related documents written in different languages. ...
doi:10.1145/564405.564408
fatcat:dqo2mdgq4jbf7cjkhufdlspx5a
Design Challenges in Low-resource Cross-lingual Entity Linking
[article]
2020
arXiv
pre-print
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We conclude that the LRL setting requires the use of outside-Wikipedia cross-lingual resources and present a simple yet effective zero-shot XEL system, QuEL, that utilizes search engines query logs. ...
Cross-lingual Entity Linking (XEL), the problem of grounding mentions of entities in a foreign language text into an English knowledge base such as Wikipedia, has seen a lot of research in recent years ...
We suggest that search engines query logs provide an excellent resource in this situation, since it is a (very large) super-set of Wikipedia's cross-lingual data but covers even more; as pointed out in ...
arXiv:2005.00692v2
fatcat:6y4nlajxjrdf3pn5hoxvipdspu
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