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1
Cross-media Scientific Research Achievements Query based on Ranking Learning ...
Wang, Benzhi; Liang, Meiyu; Li, Ang. - : arXiv, 2022
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2
Exploring Sub-skeleton Trajectories for Interpretable Recognition of Sign Language ...
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3
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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4
Simplifying Multilingual News Clustering Through Projection From a Shared Space ...
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5
Towards Best Practices for Training Multilingual Dense Retrieval Models ...
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6
Addressing Issues of Cross-Linguality in Open-Retrieval Question Answering Systems For Emergent Domains ...
Abstract: Open-retrieval question answering systems are generally trained and tested on large datasets in well-established domains. However, low-resource settings such as new and emerging domains would especially benefit from reliable question answering systems. Furthermore, multilingual and cross-lingual resources in emergent domains are scarce, leading to few or no such systems. In this paper, we demonstrate a cross-lingual open-retrieval question answering system for the emergent domain of COVID-19. Our system adopts a corpus of scientific articles to ensure that retrieved documents are reliable. To address the scarcity of cross-lingual training data in emergent domains, we present a method utilizing automatic translation, alignment, and filtering to produce English-to-all datasets. We show that a deep semantic retriever greatly benefits from training on our English-to-all data and significantly outperforms a BM25 baseline in the cross-lingual setting. We illustrate the capabilities of our system with examples and ... : 6 pages, 8 figures ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Information Retrieval cs.IR
URL: https://arxiv.org/abs/2201.11153
https://dx.doi.org/10.48550/arxiv.2201.11153
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7
C3: Continued Pretraining with Contrastive Weak Supervision for Cross Language Ad-Hoc Retrieval ...
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8
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval ...
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9
QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers ...
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10
MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset ...
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11
From Examples to Rules: Neural Guided Rule Synthesis for Information Extraction ...
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12
Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations ...
Meng, Yu; Zhang, Yunyi; Huang, Jiaxin. - : arXiv, 2022
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13
Offensive Language Detection in Under-resourced Algerian Dialectal Arabic Language ...
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14
Shedding New Light on the Language of the Dark Web ...
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15
Query Expansion and Entity Weighting for Query Reformulation Retrieval in Voice Assistant Systems ...
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16
LoL: A Comparative Regularization Loss over Query Reformulation Losses for Pseudo-Relevance Feedback ...
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17
Finding Inverse Document Frequency Information in BERT ...
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18
Improving Word Translation via Two-Stage Contrastive Learning ...
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19
nigam@COLIEE-22: Legal Case Retrieval and Entailment using Cascading of Lexical and Semantic-based models ...
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20
Out-of-Domain Semantics to the Rescue! Zero-Shot Hybrid Retrieval Models ...
Chen, Tao; Zhang, Mingyang; Lu, Jing. - : arXiv, 2022
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