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1
Cross-Lingual Query-Based Summarization of Crisis-Related Social Media: An Abstractive Approach Using Transformers ...
Vitiugin, Fedor; Castillo, Carlos. - : arXiv, 2022
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2
Simplifying Multilingual News Clustering Through Projection From a Shared Space ...
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3
Towards Best Practices for Training Multilingual Dense Retrieval Models ...
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4
Addressing Issues of Cross-Linguality in Open-Retrieval Question Answering Systems For Emergent Domains ...
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5
C3: Continued Pretraining with Contrastive Weak Supervision for Cross Language Ad-Hoc Retrieval ...
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6
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval ...
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7
QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers ...
Abstract: The ability to have the same experience for different user groups (i.e., accessibility) is one of the most important characteristics of Web-based systems. The same is true for Knowledge Graph Question Answering (KGQA) systems that provide the access to Semantic Web data via natural language interface. While following our research agenda on the multilingual aspect of accessibility of KGQA systems, we identified several ongoing challenges. One of them is the lack of multilingual KGQA benchmarks. In this work, we extend one of the most popular KGQA benchmarks - QALD-9 by introducing high-quality questions' translations to 8 languages provided by native speakers, and transferring the SPARQL queries of QALD-9 from DBpedia to Wikidata, s.t., the usability and relevance of the dataset is strongly increased. Five of the languages - Armenian, Ukrainian, Lithuanian, Bashkir and Belarusian - to our best knowledge were never considered in KGQA research community before. The latter two of the languages are considered as ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Information Retrieval cs.IR
URL: https://dx.doi.org/10.48550/arxiv.2202.00120
https://arxiv.org/abs/2202.00120
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8
MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset ...
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9
From Examples to Rules: Neural Guided Rule Synthesis for Information Extraction ...
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10
Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations ...
Meng, Yu; Zhang, Yunyi; Huang, Jiaxin. - : arXiv, 2022
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11
Offensive Language Detection in Under-resourced Algerian Dialectal Arabic Language ...
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12
Shedding New Light on the Language of the Dark Web ...
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13
LoL: A Comparative Regularization Loss over Query Reformulation Losses for Pseudo-Relevance Feedback ...
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14
Improving Word Translation via Two-Stage Contrastive Learning ...
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15
nigam@COLIEE-22: Legal Case Retrieval and Entailment using Cascading of Lexical and Semantic-based models ...
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16
Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction ...
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17
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models ...
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18
TURNER: The Uncertainty-based Retrieval Framework for Chinese NER ...
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19
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval ...
Xu, Canwen; Guo, Daya; Duan, Nan. - : arXiv, 2022
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20
Machine Learning for Food Review and Recommendation ...
Le, Tan Khang; Hui, Siu Cheung. - : arXiv, 2022
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