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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5 6...257 Hits 21 – 40 of 5.129 21 Curlie Dataset - Language-agnostic Website Embedding and Classification ... Lugeon, Sylvain; Piccardi, Tiziano. - : figshare, 2022 BASE Show details 22 Curlie Dataset - Language-agnostic Website Embedding and Classification ... Lugeon, Sylvain; Piccardi, Tiziano. - : figshare, 2022 BASE Show details 23 Curlie Dataset - Language-agnostic Website Embedding and Classification ... Lugeon, Sylvain; Piccardi, Tiziano. - : figshare, 2022 BASE Show details 24 Curlie Dataset - Language-agnostic Website Embedding and Classification ... Lugeon, Sylvain; Piccardi, Tiziano. - : figshare, 2022 BASE Show details 25 From Examples to Rules: Neural Guided Rule Synthesis for Information Extraction ... Vacareanu, Robert; Valenzuela-Escarcega, Marco A.; Barbosa, George C. G.. - : arXiv, 2022 BASE Show details 26 Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations ... Meng, Yu; Zhang, Yunyi; Huang, Jiaxin. - : arXiv, 2022 BASE Show details 27 Offensive Language Detection in Under-resourced Algerian Dialectal Arabic Language ... Boucherit, Oussama; Abainia, Kheireddine. - : arXiv, 2022 BASE Show details 28 Shedding New Light on the Language of the Dark Web ... Jin, Youngjin; Jang, Eugene; Lee, Yongjae. - : arXiv, 2022 BASE Show details 29 Query Expansion and Entity Weighting for Query Reformulation Retrieval in Voice Assistant Systems ... Sun, Zhongkai; Lu, Sixing; Ma, Chengyuan. - : arXiv, 2022 BASE Show details 30 LoL: A Comparative Regularization Loss over Query Reformulation Losses for Pseudo-Relevance Feedback ... Zhu, Yunchang; Pang, Liang; Lan, Yanyan. - : arXiv, 2022 BASE Show details 31 Finding Inverse Document Frequency Information in BERT ... Choi, Jaekeol; Jung, Euna; Lim, Sungjun; Rhee, Wonjong. - : arXiv, 2022 Abstract: For many decades, BM25 and its variants have been the dominant document retrieval approach, where their two underlying features are Term Frequency (TF) and Inverse Document Frequency (IDF). The traditional approach, however, is being rapidly replaced by Neural Ranking Models (NRMs) that can exploit semantic features. In this work, we consider BERT-based NRMs and study if IDF information is present in the NRMs. This simple question is interesting because IDF has been indispensable for the traditional lexical matching, but global features like IDF are not explicitly learned by neural language models including BERT. We adopt linear probing as the main analysis tool because typical BERT based NRMs utilize linear or inner-product based score aggregators. We analyze input embeddings, representations of all BERT layers, and the self-attention weights of CLS. By studying MS-MARCO dataset with three BERT-based models, we show that all of them contain information that is strongly dependent on IDF. ... : 5 pages ... Keyword: FOS Computer and information sciences; H.3.3; Information Retrieval cs.IR URL: https://arxiv.org/abs/2202.12191 https://dx.doi.org/10.48550/arxiv.2202.12191 BASE Hide details 32 Improving Word Translation via Two-Stage Contrastive Learning ... Li, Yaoyiran; Liu, Fangyu; Collier, Nigel. - : arXiv, 2022 BASE Show details 33 nigam@COLIEE-22: Legal Case Retrieval and Entailment using Cascading of Lexical and Semantic-based models ... Nigam, Shubham Kumar; Goel, Navansh. - : arXiv, 2022 BASE Show details 34 Out-of-Domain Semantics to the Rescue! Zero-Shot Hybrid Retrieval Models ... Chen, Tao; Zhang, Mingyang; Lu, Jing. - : arXiv, 2022 BASE Show details 35 Dual Skipping Guidance for Document Retrieval with Learned Sparse Representations ... Qiao, Yifan; Yang, Yingrui; Lin, Haixin. - : arXiv, 2022 BASE Show details 36 Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction ... Hofstätter, Sebastian; Khattab, Omar; Althammer, Sophia. - : arXiv, 2022 BASE Show details 37 Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models ... Nair, Suraj; Yang, Eugene; Lawrie, Dawn. - : arXiv, 2022 BASE Show details 38 TURNER: The Uncertainty-based Retrieval Framework for Chinese NER ... Geng, Zhichao; Yan, Hang; Yin, Zhangyue. - : arXiv, 2022 BASE Show details 39 LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval ... Xu, Canwen; Guo, Daya; Duan, Nan. - : arXiv, 2022 BASE Show details 40 A Deep Learning Approach for Repairing Missing Activity Labels in Event Logs for Process Mining ... Lu, Yang; Chen, Qifan; Poon, Simon K.. - : arXiv, 2022 BASE Show details Page: 1 2 3 4 5 6...257

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