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How everyday language can and will boost effective information retrieval

Eduard Hoenkamp, Peter Bruza
2014 Journal of the Association for Information Science and Technology  
, more informal, and more natural their need for information in everyday language.  ...  A rigorous evaluation of the approach showed, first, that it can compete with the quality of existing language models. Second, that it is more effective the more verbose the input.  ...  By now the reasons and the research focus of our approach to information retrieval will be clear.  ... 
doi:10.1002/asi.23279 fatcat:n7q47xecanerrhrwzagdhn7umy

Aging and Language Production

Deborah M. Burke, Meredith A. Shafto
2004 Current Directions in Psychological Science  
Older adults experience more word-finding failures, such as tip-of-thetongue states, than young adults do, and this and other speech production failures appear to stem from difficulties in retrieving the  ...  The structure of the representational systems for word phonology and orthography makes them vulnerable to transmission deficits, impairing retrieval.  ...  The tip of the tongue experience: A review and evaluation. Psychological  ... 
doi:10.1111/j.0963-7214.2004.01301006.x pmid:18414600 pmcid:PMC2293308 fatcat:acigfumxybf2pol5mb3tuxcblq

ON THE RELEVANCE OF QUERY EXPANSION USING PARALLEL CORPORA AND WORD EMBEDDINGS TO BOOST TEXT DOCUMENT RETRIEVAL PRECISION

Alaidine Ben Ayed1 And Ismaïl Biskri2
2020 Zenodo  
Obtained results show that the latter method (word embeddings) is a good way to achieve higher precision rates and retrieve more accurate documents  ...  In this paper we implement a document retrieval system using the Lucene tool and we conduct some experiments in order to compare the efficiency of two different weighting schema: the well-known TF-IDF  ...  ACKNOWLEDGEMENTS The authors would like to thank Natural Sciences and Engineering Research Council of Canada for financing this work.  ... 
doi:10.5281/zenodo.3693272 fatcat:gm2qv3xozrcuxfnqxwwfgbl6cu

On the Relevance of Query Expansion Using Parallel Corpora and Word Embeddings to Boost Text Document Retrieval Precision

Alaidine Ben Ayed, Ismaïl Biskri
2020 International Journal on Natural Language Computing  
Obtained results show that the latter method (word embeddings) is a good way to achieve higher precision rates and retrieve more accurate documents.  ...  In this paper we implement a document retrieval system using the Lucene tool and we conduct some experiments in order to compare the efficiency of two different weighting schema: the well-known TF-IDF  ...  ACKNOWLEDGEMENTS The authors would like to thank Natural Sciences and Engineering Research Council of Canada for financing this work.  ... 
doi:10.5121/ijnlc.2020.9101 fatcat:pek67e2gwbd4te2hjgwc3e6q3e

POPULARIZATION OF EFFICIENT SCIENCE-BASED STUDY TECHNIQUES THROUGH ACTIONS IN SCHOOLS, MEDIA AND INTERNET

Roberta Ekuni, Bruno Miguel Nogueira de Souza, Sabine Pompeia
2018 Revista Brasileira de Extensão Universitária  
on how to study, the adolescent lay public prefers to be informed by peers and is less willing to access what scientists have to say about how to study.  ...  The Guide, "How to use retrieval practice to improve learning" (AGARWAL et al., 2013) explains what retrieval practice is, how teachers can implement this technique in the classroom and provides tips  ...  RE and SP conducted the lectures and designed the extension project. SP was the advisor of RE's PhD. BMNS helped with the media and internet dissemination. Notes  ... 
doi:10.24317/2358-0399.2018v9i2.7842 fatcat:36aasiufozfehb3eicviglgc5m

A comparative study on the Assortment of Information Retrieval systems

L. Senthilvadivu
2018 International Journal of Scientific Research in Computer Sciences and Engineering  
Several Information Retrieval (IR) systems are used on an everyday basis by a wide variety of users.  ...  This paper presents a brief overview of the comparisons of the few assortments of Information Retrieval (IR) models and the description of the connoisseur in the field.  ...  Information retrieval from the link set is another focal process and it helps the navigation process very effectively.  ... 
doi:10.26438/ijsrcse/v6i2.109112 fatcat:5du75zj3ezh3rlzq5dgbgtufhu

I WATCH MOVIES: A LOOK INTO HOW INFORMAL L2 LEARNERS ACQUIRE A NEW LANGUAGE

Sya'baningrum Prihhartini, Fahmy Hasan
2020 CALL  
Two surveys, one about English and another about Korean acquisition, were conducted via Google Form and distributed via social media to examine how much informal L2 learners retrieve their stored input  ...  The present study sought to investigate how much independent second language learners acquire new language through movies.  ...  Because of that, movies can be a platform where incidental language acquisition happens, particularly to informal language learners.  ... 
doi:10.15575/call.v2i2.9407 fatcat:6tuerhag6rdmlmgmzsdj324k6i

Exploring Probabilistic Toponym Resolution for Geographical Information Retrieval

Yi Li, Alistair Moffat, Nicola Stokes, Lawrence Cavedon
2006 Workshop on Geographic Information Retrieval  
The new method gives improved retrieval effectiveness on a subset of the topics.  ...  A key problem that arises when unstructured text is being queried is that of properly recognizing and exploiting geographical terms and entities.  ...  National ICT Australia is funded by the Australian Government's Department of Communications, Information Technology, and the Arts, and the Australian Research Council through Backing Australia's Ability  ... 
dblp:conf/gir/LiMSC06 fatcat:gr3h7mkkerabrh5zna7r7ptgre

Retrieval Enhanced Model for Commonsense Generation [article]

Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou, Ming Gong, Yichong Xu, Michael Zeng
2021 arXiv   pre-print
We retrieve prototype sentence candidates by concept matching and use them as auxiliary input. For fine-tuning, we further boost its performance with a trainable sentence retriever.  ...  Its requirement of reasoning over commonsense knowledge and compositional generalization ability even puzzles strong pre-trained language generation models.  ...  The top-k scored sentences with the highest scores will be selected as the auxiliary input Z. We will describe how these two retrievers are used in CommonGen pre-training and fine-tuning stages.  ... 
arXiv:2105.11174v1 fatcat:uav35jzbl5gyfiljpaa463gwhy

A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models [article]

Da Yin, Li Dong, Hao Cheng, Xiaodong Liu, Kai-Wei Chang, Furu Wei, Jianfeng Gao
2022 arXiv   pre-print
With the increasing of model capacity brought by pre-trained language models, there emerges boosting needs for more knowledgeable natural language processing (NLP) models with advanced functionalities  ...  To address this challenge, large numbers of pre-trained language models augmented with external knowledge sources are proposed and in rapid development.  ...  The pre-trained model augmented by the jointly learned retriever can thus utilize the knowledge from the retriever more effectively during the fine-tuning stage.  ... 
arXiv:2202.08772v1 fatcat:zayodfdoq5gk7imgvo6awfadui

APPLE TREE MODEL OF EMOTION-INVOLVED PROCESSING

Jana Kamenická
2021 Proceedings of CBU in Social Sciences  
on how to emotionally stimulate foreign language learners, which are applicable not only in foreign language classes but also out of the class.  ...  Especially positive emotionally competent stimuli experienced when learning a foreign language can contribute to deeper processing and better long-term retention, and at the same time, it is suggested  ...  Acknowledgements This work was supported by the grant KEGA 002UKF-4/2020 of the Ministry of Education, Science, Research and Sport of the Slovak Republic.  ... 
doi:10.12955/pss.v2.219 fatcat:jnfdymd4crevtj6khuxxpykjnu

Question answering from the web using knowledge annotation and knowledge mining techniques

Jimmy Lin, Boris Katz
2003 Proceedings of the twelfth international conference on Information and knowledge management - CIKM '03  
We have integrated these two different paradigms into a question answering system capable of providing users with concise answers that directly address their information needs.  ...  We present a strategy for answering fact-based natural language questions that is guided by a characterization of realworld user queries.  ...  In contrast to the traditional information retrieval model of formulating queries and browsing results, a question answering system simply accepts user information requests phrased in everyday language  ... 
doi:10.1145/956884.956886 fatcat:pv5khxeuknedpilvfsuqxlemlq

Question answering from the web using knowledge annotation and knowledge mining techniques

Jimmy Lin, Boris Katz
2003 Proceedings of the twelfth international conference on Information and knowledge management - CIKM '03  
We have integrated these two different paradigms into a question answering system capable of providing users with concise answers that directly address their information needs.  ...  We present a strategy for answering fact-based natural language questions that is guided by a characterization of realworld user queries.  ...  In contrast to the traditional information retrieval model of formulating queries and browsing results, a question answering system simply accepts user information requests phrased in everyday language  ... 
doi:10.1145/956863.956886 dblp:conf/cikm/LinK03 fatcat:nejpsaxtkja2pkzdy7ncgnryf4

he Effect of the Radiant Thinking Strategy Based on Metacognition Theory on Smart Thinking (Case Study)

2021 دراسات تربویة ونفسیة. مجلة کلیة التربیة بالزقازیق  
This paper handles teaching English as a process to learners who study English as a foreign language.  ...  And, the flexibility of using any of the four techniques of mapping is approved.  ...  In the following example we can see how one sentence can be made up of more than one statement: 'We use reasoning everyday of our lives, but most of us have no formal training, and the more practice and  ... 
doi:10.21608/sec.2021.206471 fatcat:ppjjdm2oafc5hit23cgwsr5czy

Using Semantic and Domain-Based Information in CLIR Systems [chapter]

Alessio Bosca, Matteo Casu, Mauro Dragoni, Chiara Di Francescomarino
2014 Lecture Notes in Computer Science  
Cross-Language Information Retrieval (CLIR) systems extend classic information retrieval mechanisms for allowing users to query across languages, i.e., to retrieve documents written in languages different  ...  In this paper, we present a CLIR system exploiting multilingual ontologies for enriching documents representation with multilingual semantic information during the indexing phase and for mapping query  ...  In the subsections below, we describe how the proposed system performs the document indexing and their retrieval.  ... 
doi:10.1007/978-3-319-07443-6_17 fatcat:iqoqtakugrdxlepk6g6t6huamy
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