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How to Answer in English to Questions Asked in French: by Exploiting Results from Several Sources of Information
2004
Conference and Labs of the Evaluation Forum
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fs ut o 2 er @ t je h o if {p rg i g d Pt y ³ ¤ 0p ys t 6t o 2 ee ¿ s © t p w Pf yo fe h e i w yo 6y f ew p t r r t jr Xp y t u e¬ ft o ®p ry fy fg i e i t j S³ ¥ ¬ it p ro r g § xt Wt q p yp e i w yo by ...
3 # ( 2¢ S Q # 0A ) S Q B CËD by fy h³ 2× § | 2 P× Õ n ¤p rf Po fe h o ie St 0p rg ³ i× r P P× r Ø ¦v W³ yn {p rf yo ie h o fe Pn `³ P vt jf y ee Pu 1³ P t j² yt et xp yo i Ẍ³ ¥ p yo ft ² a 2× y y 2× h ...
dblp:conf/clef/BourdilEGIMRV04
fatcat:irj7n76b6fesnflzmfqqjtt6su
Mind the Cultural Gap: Bridging Language-Specific DBpedia Chapters for Question Answering
[chapter]
2014
Towards the Multilingual Semantic Web
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An alignment between properties is also carried out by DBpedia contributors as a mapping from the terms in Wikipedia to a common ontology, enabling the exploitation of information coming from language ...
In the current version of QAKiS, English, French and German DBpedia chapters are queried using a natural language interface. ...
In the context of Natural Language (NL) Question Answering (QA) over Linked Data, a system which is able to exploit information coming from the multilingual and parallel versions of DBpedia would increase ...
doi:10.1007/978-3-662-43585-4_9
fatcat:ettfisn7hre5rfxqa5untxa6ei
Reconciling Information in DBpedia through a Question Answering System
2014
International Semantic Web Conference
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Results obtained querying language-specific DBpedia chapters SPARQL endpoints for the same query can be related by several heterogenous relations, or contain an inconsistent set of information about the ...
To overcome this issue in question answering systems over language-specific DBpedia chapters, we propose the RADAR framework for information reconciliation. ...
Introduction In the Web of Data, it is possible to retrieve heterogeneous information items concerning a single real-world object coming from different data sources, e.g., the results of a single SPARQL ...
dblp:conf/semweb/CabrioAV14
fatcat:nlvr42yskzbevdwryzccx2e224
Multilingual Question Answering from Formatted Text applied to Conversational Agents
[article]
2021
arXiv
pre-print
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2019 pre-print arXiv:1910.04659v1 fatcat:j3fttdaf55gpvcj7jpescxclpy
In this paper, we show that multilingual BERT is naturally capable of zero-shot transfer for an extractive Question Answering task (eQA) from English to other languages. ...
We finally present a practical application: a multilingual conversational agent called Kate which answers to HR-related questions in several languages directly from the content of intranet pages. ...
Applied in a real-world situation in chatbots, first results indicate that it allows the conversational process to handle new user questions from web information sources. ...
arXiv:1910.04659v2
fatcat:zv5we4ktvjgejmjpne2dof7vmu
Filling the gaps among DBpedia multilingual chapters for question answering
2013
Proceedings of the 5th Annual ACM Web Science Conference on - WebSci '13
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An alignment between properties is also carried out by DBpedia contributors as a mapping from the terms used in Wikipedia to a common ontology, enabling the exploitation of information coming from the ...
We report on experiments carried out applying the QAKiS (Question Answering wiKiframework-based) system on the English and French DBpedia chapters, and we show that the use of such approach broadens its ...
Moreover, in the context of Natural Language (NL) question answering over linked data, a system able to exploit information coming from the multilingual and parallel versions of DBpedia would increase ...
doi:10.1145/2464464.2464500
dblp:conf/websci/CojanCG13
fatcat:vne4zc4os5dw5mrhuy3zb52bwe
Cross-Lingual Machine Reading Comprehension
2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
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The results show consistent and significant improvements over various state-of-the-art systems by a large margin, which demonstrate the potentials in CLMRC task. ...
In this context, we propose a novel model called Dual BERT, which takes advantage of the large-scale training data provided by rich-resource language (such as English) and learn the semantic relations ...
This work was supported by the National Natural Science Foundation of China (NSFC) via grant 61976072, 61632011, and 61772153. ...
doi:10.18653/v1/d19-1169
dblp:conf/emnlp/CuiCLQWH19
fatcat:3gtck5uhcvey7gjbvq6um6cqyi
Argumentation-based Inconsistencies Detection for Question-Answering over DBpedia
2013
International Semantic Web Conference
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In the Web of Data, the pieces of information obtained by querying distributed SPARQL endpoints may provide different results for the same query. ...
In particular, the problem of reconciling information obtained by distributed SPARQL endpoints is encountered in question-answering systems over linked data, where different SPARQL endpoints are queried ...
In this paper, we answer the following research question: How to reconcile information provided by the multilingual chapters of DBpedia to obtain a consistent results set? ...
dblp:conf/semweb/CabrioCVG13a
fatcat:gc3vxtzljbaznhk2mxhk6dwapq
Cross-lingual Question Answering with QED
2004
Conference and Labs of the Evaluation Forum
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) Question Answering Track 2004 for the source languages French and German and the target language English. ...
For answering factoid questions, we report an accuracy of 16% (German to English) and 20% (French to English), respectively. ...
Dalmas is supported by the School of Informatics, University of Edinburgh. ...
dblp:conf/clef/AhnABDLS04
fatcat:gnfqa7hvx5hx3p5kh5xe64o25i
Unsupervised Induction of Cross-Lingual Semantic Relations
2013
Conference on Empirical Methods in Natural Language Processing
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We also show how to use the semantics to improve the accuracy of machine translation, by using it in a simple reranker. ...
We introduce the first unsupervised approach to this problem, learning clusters of semantically equivalent English and French relations between referring expressions, based on their named-entity arguments ...
This work was funded by ERC Advanced Fellow-ship 249520 GRAMPLUS and IP EC-FP7-270273 Xperience. ...
dblp:conf/emnlp/LewisS13
fatcat:m3rbbswp35cn7jg3ubwtrnws4m
Project PIAF: Building a Native French Question-Answering Dataset
[article]
2020
arXiv
pre-print
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Motivated by the lack of data for non-English languages, in particular for the evaluation of downstream tasks such as Question Answering, we present a participatory effort to collect a native French Question ...
Answering Dataset. ...
We deemed such information as not directly exploitable, given the presence of several ambiguities and inconsistencies. ...
arXiv:2007.00968v1
fatcat:ksqezgkdpbcxxmj4jhlp5bgswq
Overview of the CLEF 2004 Multilingual Question Answering Track
[chapter]
2005
Lecture Notes in Computer Science
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Nine target languages and ten source languages were exploited to enact 8 monolingual and 73 cross-language tasks. Twenty-four groups participated in the exercise. ...
The best performing monolingual system irrespective of target language answered 64.5% of the questions correctly (in the monolingual Portuguese task), while the average of the best performances for each ...
questions were formulated in five source languages -Dutch, French, German, Italian-and answer were searched in an English corpus collection. ...
doi:10.1007/11519645_38
fatcat:odzpsiwi2vhcdfmksgdi2lh6dq
Overview of the CLEF 2005 Multilingual Question Answering Track
[chapter]
2006
Lecture Notes in Computer Science
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Nine target languages and ten source languages were exploited to enact 8 monolingual and 73 cross-language tasks. Twenty-four groups participated in the exercise. ...
The best performing monolingual system irrespective of target language answered 64.5% of the questions correctly (in the monolingual Portuguese task), while the average of the best performances for each ...
questions were formulated in five source languages -Dutch, French, German, Italian-and answer were searched in an English corpus collection. ...
doi:10.1007/11878773_36
fatcat:xmet2ayrajbllfv2w5azaq4wyu
Overview of the CLEF 2006 Multilingual Question Answering Track
[chapter]
2007
Lecture Notes in Computer Science
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Nine target languages and ten source languages were exploited to enact 8 monolingual and 73 cross-language tasks. Twenty-four groups participated in the exercise. ...
The best performing monolingual system irrespective of target language answered 64.5% of the questions correctly (in the monolingual Portuguese task), while the average of the best performances for each ...
questions were formulated in five source languages -Dutch, French, German, Italian-and answer were searched in an English corpus collection. ...
doi:10.1007/978-3-540-74999-8_31
fatcat:lilwqiqyqzbhfn6bal4jggdaoe
Cross-lingual Approaches for Task-specific Dialogue Act Recognition
[article]
2021
arXiv
pre-print
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We compute dialogue turn embeddings with both a CNN and multi-head self-attention model and show that the best results are obtained by combining all sources of transferred information. ...
In this paper we exploit cross-lingual models to enable dialogue act recognition for specific tasks with a small number of annotations. ...
We investigate in this work two sources of information from which we transfer knowledge: pre-trained English BERT sentence embeddings and an English corpus annotated with dialogue acts. ...
arXiv:2005.09260v2
fatcat:dh2nm2xta5ddlmenvwnsgcw3sm
A Multi-Layer Network for Aspect-based Cross-lingual Sentiment Classification
2021
IEEE Access
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To answer the research question RQ4, the performance results of the proposed approach are compared by excluding the POS tagging information to check its influence on the proposed approach.
B. ...
To answer the research question RQ3, the performance results of the proposed approach are compared by excluding the divided attention to check its influence on the proposed approach. ...
doi:10.1109/access.2021.3116053
fatcat:p6noysvmubfvpfqm4htk2vernq
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