Workshops (2020)
Content
- Proceedings of the PrivateNLP 2020: Workshop on Privacy in Natural Language Processing - Colocated with WSDM 2020, Houston, USA, Feb 7, 2020 11 papers
- Proceedings of the ACM WSDM 2020 Health Search and Data Mining Workshop, co-located with the 13th ACM International WSDM Conference, HSDM@WSDM 2020, Houston, TX, USA, February 3, 2020 9 papers
- Proceedings of the First Workshop on Bridging the Gap between Information Science, Information Retrieval and Data Science (BIRDS 2020) co-located with 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China (online only), July 30th, - 2020 14 papers
- Proceedings of the 2020 Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia, MMArt&ACM 2020, Dublin, Ireland, June 8, 2020 8 papers
- Proceedings of the Third ACM Workshop on Lifelog Search Challenge, LSC@ICMR 2020, Dublin, Ireland, June 8-11, 2020 15 papers
- Proceedings of Text2Story - Third Workshop on Narrative Extraction From Texts co-located with 42nd European Conference on Information Retrieval, Text2Story@ECIR 2020, Lisbon, Portugal, April 14th, 2020 [online only] 16 papers
- Proceedings of the Workshop on Semantic Indexing and Information Retrieval for Health from heterogeneous content types and languages co-located with 42nd European Conference on Information Retrieval, SIIRH@ECIR 2020, Lisbon, Portugal, April 14, 2020 11 papers
- Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Galway, Ireland, October 19-23, 2020 47 papers
- Proceedings of the 10th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 42nd European Conference on Information Retrieval, BIR@ECIR 2020, Lisbon, Portugal, April 14th, 2020 [online only] 20 papers
Proceedings of the PrivateNLP 2020: Workshop on Privacy in Natural Language Processing - Colocated with WSDM 2020, Houston, USA, Feb 7, 2020
Preserving Privacy in Analyses of Textual Data
Tom Diethe
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Oluwaseyi Feyisetan
Perfectly Privacy-Preserving AI What Is It and How Do We Achieve It?
Patricia Thaine
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Gerald Penn
Calibrating Mechanisms for Privacy Preserving Text Analysis
Oluwaseyi Feyisetan
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Borja Balle
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Tom Diethe
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Thomas Drake
Privacy-Aware Personalized Entity Representations for Improved User Understanding
Levi Melnick
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Hussein Elmessilhy
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Vassilis Polychronopoulos
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Gilsinia Lopez
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Yuancheng Tu
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Omar Zia Khan
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Ye-Yi Wang
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Chris Quirk
A User-Centric and Sentiment Aware Privacy-Disclosure Detection Framework based on Multi-input Neural Network
A. K. M. Nuhil Mehdy
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Hoda Mehrpouyan
Classification of Encrypted Word Embeddings using Recurrent Neural Networks
Robert Podschwadt
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Daniel Takabi
Is It Possible to Preserve Privacy in the Age of AI?
Vijayanta Jain
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Sepideh Ghanavati
Perfectly Privacy-Preserving AI What Is It and How Do We Achieve It?
Patricia Thaine
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Gerald Penn
Hyperbolic Embeddings for Preserving Privacy and Utility in Text
Oluwaseyi Feyisetan
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Tom Diethe
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Thomas Drake
Privacy-Preserving Textual Analysis via Calibrated Perturbations
Oluwaseyi Feyisetan
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Borja Balle
Proceedings of the ACM WSDM 2020 Health Search and Data Mining Workshop, co-located with the 13th ACM International WSDM Conference, HSDM@WSDM 2020, Houston, TX, USA, February 3, 2020
Machine Learning for Healthcare: Beyond i.i.d. Prediction
Zachary C. Lipton
Applying Information Retrieval to the Electronic Health Record for Cohort Discovery and Rare Disease Detection
William R. Hersh
Comparing Rule-based, Feature-based and Deep Neural Methods for De-identification of Dutch Medical Records
Jan Trienes
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Dolf Trieschnigg
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Christin Seifert
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Djoerd Hiemstra
Healthcare NER Models Using Language Model Pretraining
Amogh Kamat Tarcar
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Aashis Tiwari
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Dattaraj Rao
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Vineet Naique Dhaimodker
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Penjo Rebelo
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Rahul Desai
Lung Nodule Classification Using Convolutional Autoencoder and Clustering Augmented Learning Method(CALM)
Soumya Suvra Ghosal
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Indranil Sarkar
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Issmail El Hallaoui
A Query Taxonomy Describes Performance of Patient-Level Retrieval from Electronic Health Record Data
Steve Chamberlin
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Steven Bedrick
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Aaron M. Cohen
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Yanshan Wang
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Andrew Wen
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Sijia Liu
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Hongfang Liu
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William R. Hersh
Streaming Gait Assessment for Parkinson's Disease
Cristopher Flagg
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Ophir Frieder
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Sean MacAvaney
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Gholam Motamedi
Clustering Large-scale Diverse Electronic Medical Records to Aid Annotation for Generic Named Entity Recognition
Nithin Haridas
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Yubin Kim
Proceedings of the First Workshop on Bridging the Gap between Information Science, Information Retrieval and Data Science (BIRDS 2020) co-located with 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China (online only), July 30th, - 2020
Fairness and Transparency in Ranking
Carlos Castillo
Challenges and Opportunities for IS, IR & DS in an Era of Information Ubiquity
Nicholas J. Belkin
Explaining Explanation Methods
Riccardo Guidotti
Understanding Faceted Search from Information Retrieval, Information Science and Data Science Perspectives
Xi Niu
Reinforcement Learning-driven Information Seeking: A Quantum Probabilistic Approach
Amit Kumar Jaiswal
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Haiming Liu
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Ingo Frommholz
Towards a Framework for Harm Prevention in Web Search
Steven Zimmerman
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Stefan Herzog
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Jon Chamberlain
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David Elsweiler
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Udo Kruschwitz
Temporal Analysis of Scientific Literature to Find Grand Challenges and Saturated Problems
Kritika Agrawal
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Vikram Pudi
Exploring the Impact on User Information Search Behaviour of Affective Design: An Eye-Tracking Study
Sehrish Sher Khan
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Haiming Liu
Extracting and Representing Causal Knowledge of Health Condition
Hong Qing Yu
BM25-FIC: Information Content-based Field Weighting for BM25F
Tuomas Ketola
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Thomas Roelleke
Content-based Image Search System Design for Capturing User Preferences during Query Formulation
Mahmoud Artemi
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Haiming Liu
Some Reflections on the Use of Structural Equation Modeling for Investigating the Causal Relationships that Affect Search Engine Results
Massimo Melucci
Proceedings of the 2020 Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia, MMArt&ACM 2020, Dublin, Ireland, June 8, 2020
Style Image Retrieval for Improving Material Translation Using Neural Style Transfer
Gibran Benitez-Garcia
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Wataru Shimoda
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Keiji Yanai
Iconify: Converting Photographs into Icons
Takuro Karamatsu
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Gibran Benitez-Garcia
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Keiji Yanai
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Seiichi Uchida
BatikGAN: A Generative Adversarial Network for Batik Creation
Wei-Ta Chu
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Lin-Yu Ko
Recommendations for Attractive Hairstyles
Yuto Nakamae
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Xueting Wang
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Toshihiko Yamasaki
Automatic YouTube-Thumbnail Generation and Its Evaluation
Akari Shimono
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Yuki Kakui
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Toshihiko Yamasaki
Session details: Attractiveness Computing in Multimedia
Wei-Ta Chu
Session details: Multimedia Artworks Analysis
Toshihiko Yamasaki
Proceedings of the Third ACM Workshop on Lifelog Search Challenge, LSC@ICMR 2020, Dublin, Ireland, June 8-11, 2020
Interactive Lifelog Retrieval with vitrivr
Silvan Heller
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Mahnaz Amiri Parian
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Ralph Gasser
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Loris Sauter
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Heiko Schuldt
VRLE: Lifelog Interaction Prototype in Virtual Reality: Lifelog Search Challenge at ACM ICMR 2020
Aaron Duane
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Björn Þór Jónsson
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Cathal Gurrin
LifeGraph: A Knowledge Graph for Lifelogs
Luca Rossetto
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Matthias Baumgartner
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Narges Ashena
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Florian Ruosch
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Romana Pernischová
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Abraham Bernstein
Exquisitor at the Lifelog Search Challenge 2020
Omar Shahbaz Khan
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Mathias Dybkjær Larsen
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Liam Alex Sonto Poulsen
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Björn Þór Jónsson
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Jan Zahálka
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Stevan Rudinac
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Dennis C. Koelma
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Marcel Worring
Myscéal: An Experimental Interactive Lifelog Retrieval System for LSC'20
Ly-Duyen Tran
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Manh-Duy Nguyen
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Nguyen Thanh Binh
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Hyowon Lee
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Cathal Gurrin
A Multi-level Interactive Lifelog Search Engine with User Feedback
Jiayu Li
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Min Zhang
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Weizhi Ma
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Yiqun Liu
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Shaoping Ma
lifeXplore at the Lifelog Search Challenge 2020
Andreas Leibetseder
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Klaus Schoeffmann
BIDAL-HCMUS@LSC2020: An Interactive Multimodal Lifelog Retrieval with Query-to-Sample Attention-based Search Engine
Anh-Vu Mai-Nguyen
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Trong-Dat Phan
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Anh-Khoa Vo
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Van-Luon Tran
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Minh-Son Dao
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Koji Zettsu
Multimodal Retrieval through Relations between Subjects and Objects in Lifelog Images
Tai-Te Chu
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Chia-Chun Chang
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An-Zi Yen
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Hen-Hsen Huang
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Hsin-Hsi Chen
LifeSeeker 2.0: Interactive Lifelog Search Engine at LSC 2020
Tu-Khiem Le
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Van-Tu Ninh
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Minh-Triet Tran
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Thanh-An Nguyen
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Hai-Dang Nguyen
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Liting Zhou
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Graham Healy
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Cathal Gurrin
VIRET Tool with Advanced Visual Browsing and Feedback
Gregor Kovalcík
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Vít Skrhak
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Tomás Soucek
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Jakub Lokoc
FIRST - Flexible Interactive Retrieval SysTem for Visual Lifelog Exploration at LSC 2020
Minh-Triet Tran
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Thanh-An Nguyen
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Quoc-Cuong Tran
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Mai-Khiem Tran
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Khanh Nguyen
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Van-Tu Ninh
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Tu-Khiem Le
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Hoang-Phuc Trang-Trung
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Hoang-Anh Le
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Hai-Dang Nguyen
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Trong-Le Do
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Viet-Khoa Vo-Ho
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Cathal Gurrin
SOMHunter for Lifelog Search
Frantisek Mejzlík
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Patrik Veselý
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Miroslav Kratochvíl
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Tomás Soucek
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Jakub Lokoc
Voxento: A Prototype Voice-controlled Interactive Search Engine for Lifelogs
Ahmed Alateeq
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Mark Roantree
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Cathal Gurrin
Proceedings of Text2Story - Third Workshop on Narrative Extraction From Texts co-located with 42nd European Conference on Information Retrieval, Text2Story@ECIR 2020, Lisbon, Portugal, April 14th, 2020 [online only]
Tailoring Media Monitoring with User Feedback
Sebastião Miranda
Recent Advances in Narrative Natural Language Processing
Mark A. Finlayson
Teargas, Water Cannons and Twitter: A case study on detecting protest repression events in Turkey 2013
Fatma Elsafoury
Measuring Narrative Fluency by Analyzing Dynamic Interaction Networks in Textual Narratives
O-Joun Lee
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Jin-Taek Kim
Breaking the Subtopic Barrier in Cross-Document Event Coreference Resolution
Michael Bugert
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Nils Reimers
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Shany Barhom
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Ido Dagan
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Iryna Gurevych
Time-centric Exploration of Court Documents
Philip Hausner
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Dennis Aumiller
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Michael Gertz
Incorporating Context and Knowledge for Better Sentiment Analysis of Narrative Text
Chenyang Lyu
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Tianbo Ji
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Yvette Graham
Scene Linking Annotation and Automatic Scene Characterization in TV Series
Aman Berhe
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Camille Guinaudeau
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Claude Barras
Batch Clustering for Multilingual News Streaming
Mathis Linger
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Mhamed Hajaiej
A Framework towards Computational Narrative Analysis on Blogs
Kiran Kumar Bandeli
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Muhammad Nihal Hussain
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Nitin Agarwal
Temporal Embeddings and Transformer Models for Narrative Text Understanding
Vani Kanjirangat
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Simone Mellace
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Alessandro Antonucci
Eve2Sign: Creating Signed Networks of News Events
Roshni Chakraborty
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Srishti Bhandari
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Nilotpal Chakraborty
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Ritwika Das
Towards a Cross-article Narrative Comparison of News
Martino Mensio
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Harith Alani
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Alistair Willis
The Need to Move beyond Triples
Fabian M. Suchanek
Timelines: Entity-centric Event Extraction from Online News
Jakub Piskorski
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Vanni Zavarella
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Martin Atkinson
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Marco Verile
Proceedings of the Workshop on Semantic Indexing and Information Retrieval for Health from heterogeneous content types and languages co-located with 42nd European Conference on Information Retrieval, SIIRH@ECIR 2020, Lisbon, Portugal, April 14, 2020
BioASQ: The challenge and the Community of Biomedical Semantic Indexing and Question Answering - Abstract
Georgios Paliouras
Biomedical Question Answering using Extreme Multi-Label Classification and Ontologies in the Multilingual Panorama
André Neves
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André Lamúrias
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Francisco M. Couto
CoronaTracker: A Framework for Managing and Tracking Data during Crisis - Abstract
Cher Han Lau
Enriching Consumer Health Vocabulary Using Enhanced GloVe Word Embedding
Mohammed Ibrahim
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Susan Gauch
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Omar Salman
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Mohammed Alqahatani
First Steps Towards Patient-Friendly Presentation of Dutch Radiology Reports
Koen Dercksen
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Arjen P. de Vries
Report of the First International Workshop on Semantic Indexing and Information Retrieval for Health from heterogeneous content types and languages
Francisco M. Couto
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Martin Krallinger
SmokPro: Towards Tobacco Product Identification in Social Media Text
Himakar Yv
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Kartikey Pant
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Radhika Mamidi
The COVID-19 Open Research Dataset - Abstract
Lucy Lu Wang
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Kyle Lo
Towards a Multilingual Corpus for Named Entity Linking Evaluation in the Clinical Domain
Pedro Ruas
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André Lamúrias
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Francisco M. Couto
Twitter goes to the Doctor: Detecting Medical Tweets using Machine Learning and BERT
Kevin Roitero
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Cristian Bozzato
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Vincenzo Della Mea
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Stefano Mizzaro
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Giuseppe Serra
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Galway, Ireland, October 19-23, 2020
#DemocratsAreDestroyingAmerica: Rumour Analysis on Twitter During COVID-19
Lin Tian
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Xiuzhen Zhang
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Jey Han Lau
An Adaptive Semantic Stream Reasoning Framework for Deep Neural Networks
Danh Le Phuoc
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Thomas Eiter
An Anonymiser Tool for Sensitive Graph Data
Charini Nanayakkara
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Peter Christen
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Thilina Ranbaduge
Assessing the Impact of an Online Inquiry Teaching Intervention on Sixth Graders' Search Performance
Roberto I. González-Ibáñez
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Daniel Gacitúa
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Gonzalo Martínez-Ramírez
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Jacqueline Köhler
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Eero Sormunen
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Carita Kiili
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Mirjamaija Mikkilä-Erdmann
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Norbert Erdmann
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Marja Vauras
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Paavo H. T. Leppänen
CNN based Parkinson's Disease Assessment using Empirical Mode Decomposition
Ayush Tripathi
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Sunil Kumar Kopparapu
Challenges and Opportunities for Journalistic Knowledge Platforms
Marc Gallofré Ocaña
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Andreas L. Opdahl
Challenges in Combating COVID-19 Infodemic - Data, Tools, and Ethics
Kaize Ding
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Kai Shu
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Yichuan Li
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Amrita Bhattacharjee
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Huan Liu
Characterizing COVID-19 Misinformation Communities Using a Novel Twitter Dataset
Shahan Ali Memon
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Kathleen M. Carley
Classification of Important Segments in Educational Videos using Multimodal Features
Junaid Ahmed Ghauri
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Sherzod Hakimov
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Ralph Ewerth
Conversational Interfaces for Search As Learning
Sihang Qiu
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Alessandro Bozzon
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Ujwal Gadiraju
Creative Storytelling with Language Models and Knowledge Graphs
Xinran Yang
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Ilaria Tiddi
Data Privacy in Journalistic Knowledge Platforms
Marc Gallofré Ocaña
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Tareq Al-Moslmi
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Andreas L. Opdahl
ESSTER at the EYRE 2020 Entity Summarization Task
Qingxia Liu
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Gong Cheng
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Yuzhong Qu
Embedding Partial Propagation Network for Fake News Early Detection
Amila Silva
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Yi Han
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Ling Luo
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Shanika Karunasekera
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Christopher Leckie
Epidemiology Inspired Framework for Fake News Mitigationin Social Networks
Bhavtosh Rath
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Jaideep Srivastava
Evaluation Framework for Context-aware Speaker Recognition in Noisy Smart Living Environments
Gianni Fenu
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Roberta Galici
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Mirko Marras
Extracting Complex Information from Natural Language Text: A Survey
Mechket Emna Mahouachi
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Fabian M. Suchanek
False News Classification and Dissemination: The case of the 2019 Indonesian Presidential Election
Rayan Suryadikara
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Suzan Verberne
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Frank W. Takes
Frailty Detection using Presence in a Room
Ramesh Balaji
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Sio Keow Evelyn Tan
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Srinivasa Raghavan Venkatachari
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Hwee Pink Tan
Graph Analytics on Proximity Data to Fight Contagion
Snehasis Banerjee
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Vivek Chandel
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Avik Ghose
Guided-LIME: Structured Sampling based Hybrid Approach towards Explaining Blackbox Machine Learning Models
Amit Sangroya
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Mouli Rastogi
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C. Anantaram
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Lovekesh Vig
How to Support Search Activity of Users Without Prior Domain Knowledge When They are Solving Learning Tasks?
Cheyenne Dosso
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Aline Chevalier
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Lynda Tamine
Improving Spare Part Search for Maintenance Services using Topic Modelling
Anastasiia Grishina
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Milosh Stolikj
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Qi Gao
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Milan Petkovic
Information Retrieval from Hypermedia, with a Navigable Overview, at the End of Primary School
Sandrine Moschetti-Rome
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Franck Amadieu
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Cécile van de Leemput
Investigating Online Toxicity in Users Interactions with the Mainstream Media Channels on YouTube
Sultan Alshamrani
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Mohammed Abuhamad
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Ahmed Abusnaina
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David Mohaisen
LatentVis: Investigating and Comparing Variational Auto-Encoders via Their Latent Space
Xiao Liu
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Junpeng Wang
Learning with Temporal Knowledge Graphs
Yunpu Ma
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Zhen Han
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Volker Tresp
Leveraging a Domain Ontology in (Neural) Learning from Heterogeneous Data
Tomas Martin
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Petko Valtchev
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Abdoulaye Baniré Diallo
Lifting News into a Journalistic Knowledge Platform
Tareq Al-Moslmi
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Marc Gallofré Ocaña
Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels
Valentyn Melnychuk
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Evgeniy Faerman
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Ilja Manakov
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Thomas Seidl
Modeling Knowledge Change Behaviors in Learning-related Tasks
Chang Liu
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Xiaoxuan Song
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Hanrui Liu
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Nicholas J. Belkin
More is not Always Better: The Negative Impact of A-box Materialization on RDF2vec Knowledge Graph Embeddings
Andreea Iana
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Heiko Paulheim
NLP for Student and Teacher: Concept for an AI based Information Literacy Tutoring System
Paul Libbrecht
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Thierry Declerck
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Tim Schlippe
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Thomas Mandl
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Daniel Schiffner
Neuro-symbolic Visual Reasoning for Multimedia Event Processing: Overview, Prospects and Challenges
Muhammad Jaleed Khan
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Edward Curry
Now You See Me (CME): Concept-based Model Extraction
Dmitry Kazhdan
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Botty Dimanov
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Mateja Jamnik
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Pietro Liò
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Adrian Weller
On Analyzing the Household Energy Consumption Detection for Citizen Behavioral Analysis Carbon Footprint Awareness by Deep Residual Networks
Arijit Ukil
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Antonio J. Jara
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Leandro Marín
OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms
Giorgio Visani
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Enrico Bagli
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Federico Chesani
Performance Prediction of Elementary School Students in Search Tasks
Roberto I. González-Ibáñez
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Luz Chourio-Acevedo
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María Escobar-Macaya
Simplifying Architecture Search for Graph Neural Network
Huan Zhao
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Lanning Wei
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Quanming Yao
Symbolic Vs Sub-symbolic AI Methods: Friends or Enemies?
Eleni Ilkou
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Maria Koutraki
The Ebb and Flow of the COVID-19 Misinformation Themes
Thomas Marcoux
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Esther Mead
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Nitin Agarwal
The Other Side of the Same Coin: From Learning-centric Search Systems to Search-centric Learning Systems
Catherine L. Smith
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Soo Young Rieh
Too Many Claims to Fact-Check: Prioritizing Political Claims Based on Check-Worthiness
Yavuz Selim Kartal
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Mücahid Kutlu
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Busra Guvenen
Visualizing and Quantifying Vocabulary Learning During Search
Nilavra Bhattacharya
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Jacek Gwizdka
WalkingTime: Dynamic Graph Embedding Using Temporal-Topological Flows
David Bayani
Working Towards the Ideal Search History Interface
Tetiana Tolmachova
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Eleni Ilkou
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Luyan Xu
Proceedings of the 10th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 42nd European Conference on Information Retrieval, BIR@ECIR 2020, Lisbon, Portugal, April 14th, 2020 [online only]
Preface to the 10th Workshop on Bibliometric-enhanced Information Retrieval at ECIR 2020
Guillaume Cabanac
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Ingo Frommholz
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Philipp Mayr
Metrics and Trends in Assessing the Scientific Impact
George Tsatsaronis
New Datasets and a Benchmark of Document Network Embedding Methods for Scientific Expert Finding
Robin Brochier
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Antoine Gourru
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Adrien Guille
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Julien Velcin
Conference Indexing in Digital Libraries: A Ranking Model and Case Study on dblp
Christopher Michels
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Mandy Neumann
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Philipp Schaer
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Ralf Schenkel
Usage and Citation Metrics for Ranking Algorithms in Legal Information Retrieval Systems
Gineke Wiggers
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Suzan Verberne
Browsing Citation Clusters for Academic Literature Search: A Simulation Study with Systematic Reviews
Juan Pablo Bascur
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Suzan Verberne
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Nees Jan van Eck
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Ludo Waltman
Neural Citation Recommendation: A Reproducibility Study
Michael Färber
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Timo Klein
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Joan Sigloch
Learning to Rank Research Articles: A Case Study of Collaborative Filtering and Learning to Rank in ScienceDirect
Daniel Kershaw
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Benjamin Pettit
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Maya Hristakeva
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Kris Jack
Evaluating Pretrained Transformer Models for Citation Recommendation
Rodrigo Frassetto Nogueira
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Zhiying Jiang
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Kyunghyun Cho
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Jimmy Lin
Relations Between Relevance Assessments, Bibliometrics and Altmetrics
Timo Breuer
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Philipp Schaer
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Dirk Tunger
Building Bridges
Andrea Scharnhorst
Why we Need Another Ten Years of Bibliometric-enhanced Information Retrieval
Mike Thelwall
BIR: A Time and a Place to Envision Concepts and Tools around Bibliometrics
Marc Bertin
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Iana Atanassova
Some Questions for Information Science Arising from the History and Philosophy of Science
Henry Small
Remembering Don Swanson: Link to Bibliometric-enhanced Information Retrieval
Aparna Basu
Bibliometrics-aided Retrieval: A Success Story
Wolfgang Glänzel
BIR and BIRNDL: A Marathon towards a Congregation of Scientific Document Processing Community
Muthu Kumar Chandrasekaran
Anniversary Statement
Howard D. White
Intrication between Information Retrieval and Bibliometrics: the Case of Scientific Domain Delineation
Michel Zitt