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Workshops (2021)


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Proceedings of the 11th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 43rd European Conference on Information Retrieval (ECIR 2021), Lucca, Italy (online only), April 1st, 2021

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Proceedings of the 11th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 43rd European Conference on Information Retrieval (ECIR 2021), Lucca, Italy (online only), April 1st, 2021

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Preface to the 11th Workshop on Bibliometric-enhanced Information Retrieval at ECIR 2021
Ingo Frommholz | Philipp Mayr | Guillaume Cabanac | Suzan Verberne

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Self-Supervised Learning for Visual Summary Identification in Scientific Publications
Shintaro Yamamoto | Anne Lauscher | Simone Paolo Ponzetto | Goran Glavas | Shigeo Morishima

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Argumentation Mining in Scientific Literature: From Computational Linguistics to Biomedicine
Pablo Accuosto | Mariana Neves | Horacio Saggion

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Preprint Abstracts in Times of Crisis: a Comparative Study with the Pre-pandemic Period
Frederique Bordignon | Liana Ermakova | Marianne Noel

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Expertise Based Institutional Recommendation in Different Thematic Areas
Hiran H. Lathabai | Abhirup Nandy | Vivek Kumar Singh

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A Select and Rewrite Approach to the Generation of Related Work Reports
Ahmed AbuRa'ed | Horacio Saggion

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Bibliometric Indicators and Relevance Criteria - An Online Experiment
Jacqueline Sachse

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Improving Reference Mining in Patents with BERT
Ken S. Voskuil | Suzan Verberne

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PatentQuest: A User-Oriented Tool for Integrated Patent Search
Manajit Chakraborty | David Zimmermann | Fabio Crestani

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"This research is funded by...": Named Entity Recognition of Financial Information in Research Papers
Daria Alexander | Arjen P. de Vries


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Joint Proceedings of the Second Workshop on Bridging the Gap between Information Science, Information Retrieval and Data Science, and Third Workshop on Evaluation of Personalisation in Information Retrieval co-located with 6th ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2021), Canberra, Australia (Virtual Event), March 19th, 2021

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Joint Proceedings of the Second Workshop on Bridging the Gap between Information Science, Information Retrieval and Data Science, and Third Workshop on Evaluation of Personalisation in Information Retrieval co-located with 6th ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2021), Canberra, Australia (Virtual Event), March 19th, 2021

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Preface to the 2nd Workshop on Bridging the Gap between Information Science, Information Retrieval and Data Science
Ingo Frommholz | Haiming Liu | Massimo Melucci

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Automatic Tag Recommendation for the UN Humanitarian Data Exchange
Ghadeer Abuoda | Chad Hendrix | Stuart Campo

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AQUACOLD: A Novel Crowdsourced Linked Data Question Answering System
Nicholas W. Collis | Ingo Frommholz

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A User Study on User Attention for an Interactive Content-based Image Search System
Mahmoud Artemi | Haiming Liu

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Social Media Mining to Study Social User Group by Visualizing Tweet Clusters using Word2Vec, PCA and K-Means
Md Morshed Jaman Adnan | Matthias L. Hemmje | Michael A. Kaufmann

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Query Construction and Result Presentation based on Graph Codes
Stefan Wagenpfeil | Felix Engel | Paul McKevitt | Matthias L. Hemmje

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Towards Modeling AI-based User Empowerment for Visual Big Data Analysis
Thoralf Reis | Sebastian Bruchhaus | Binh Vu | Marco X. Bornschlegl | Matthias L. Hemmje

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Preface to the 3rd Workshop on Evaluation of Personalisation in Information Retrieval
Nicholas J. Belkin | Gareth J. F. Jones | Noriko Kando | Gabriella Pasi

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Location-based Reminder for Memorizing What Visitors Learn at a Museum
Yoshiyuki Shoji | Kenro Aihara | Martin J. Dürst | Noriko Kando | Takuya Nakaya | Hiroaki Ohshima | Takehiro Yamamoto | Yusuke Yamamoto

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Information Retrieval Evaluation in Knowledge Acquisition Tasks
Yasin Ghafourian | Petr Knoth | Allan Hanbury

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Quiz Generation on the Electronic Guide Application for Improving Learning Experience in the Museum
Masaki Ueta | Tomoya Hashiguchi | Huu-Long Pham | Yoshiyuki Shoji | Noriko Kando | Yusuke Yamamoto | Takehiro Yamamoto | Hiroaki Ohshima


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Proceedings of Text2Story - Fourth Workshop on Narrative Extraction From Texts held in conjunction with the 43rd European Conference on Information Retrieval (ECIR 2021), Lucca, Italy, April 1, 2021 (online event due to Covid-19 outbreak)

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Proceedings of Text2Story - Fourth Workshop on Narrative Extraction From Texts held in conjunction with the 43rd European Conference on Information Retrieval (ECIR 2021), Lucca, Italy, April 1, 2021 (online event due to Covid-19 outbreak)

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Storytelling Through Infographics
José Alves | Célia Rodrigues

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How Wikimedia Understands the Text2Narrative Process
Leila Zia

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A Pilot Study on Annotating Scenes in Narrative Text using SceneML
Tarfah Alrashid | Robert J. Gaizauskas

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A Different Story: How Conservative Narratives Diverge Between Twitter and Parler
Regina Catipon | Onur Savas

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A Model of Interpretation of Embedded Stories
Pablo Gervás

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Stories from Blogs: Computational Extraction and Visualization of Narratives
Muhammad Nihal Hussain | Hayder Al Rubaye | Kiran Kumar Bandeli | Nitin Agarwal

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Which entities are relevant for the story?
Pooja Oza | Laura Dietz

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Brat2Viz: a Tool and Pipeline for Visualizing Narratives from Annotated Texts
Evelin Amorim | Alexandre Ribeiro | Brenda Salenave Santana | Inês Cantante | Alípio Jorge | Sérgio Nunes | Purificação Silvano | Antonio Leal | Ricardo Campos

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Demonstrating Narrative Bindings: Linking Discourses to Knowledge Repositories
Hermann Kroll | Denis Nagel | Morris Kunz | Wolf-Tilo Balke

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The Nectar of Missing Position Prediction for Story Completion
Yusuke Mori | Hiroaki Yamane | Yusuke Mukuta | Tatsuya Harada

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THEaiTRE 1.0: Interactive Generation of Theatre Play Scripts
Rudolf Rosa | Tomás Musil | Ondrej Dusek | Dominik Jurko | Patrícia Schmidtová | David Marecek | Ondrej Bojar | Tom Kocmi | Daniel Hrbek | David Kosták | Martina Kinská | Marie Nováková | Josef Dolezal | Klára Vosecká | Tomás Studeník | Petr Zabka

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Narrative Trends of COVID-19 Misinformation
Thomas Marcoux | Nitin Agarwal

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Modeling Social Media Narratives about Caste-related News Stories
Prashanth Vijayaraghavan | Lavanya Vijayaraghavan


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Proceedings of the 11th Italian Information Retrieval Workshop 2021, Bari, Italy, September 13-15, 2021

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Proceedings of the 11th Italian Information Retrieval Workshop 2021, Bari, Italy, September 13-15, 2021

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A Regression Framework to Interpret the Robustness of Recommender Systems Against Shilling Attacks
Yashar Deldjoo | Tommaso Di Noia | Eugenio Di Sciascio | Felice Antonio Merra

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AURYGA: A Recommender System for Game Tagging
Riccardo Rubei | Claudio Di Sipio

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An Investigation on the Impact of Natural Language on Conversational Recommendations
Andrea Iovine | Fedelucio Narducci | Marco de Gemmis | Giovanni Semeraro

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An Overview on Evaluation Labs and Open Issues in Health-related Credible Information Retrieval
Rishabh Upadhyay | Gabriella Pasi | Marco Viviani

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Combining Mitigation Treatments against Biases in Personalized Rankings: Use Case on Item Popularity
Ludovico Boratto | Gianni Fenu | Mirko Marras

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Do Hard Topics Exist? A Statistical Analysis
J. Shane Culpepper | Guglielmo Faggioli | Nicola Ferro | Oren Kurland

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Extracting Relations from Italian Wikipedia using Unsupervised Information Extraction
Pierluigi Cassotti | Lucia Siciliani | Pierpaolo Basile | Marco de Gemmis | Pasquale Lops

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FashionSearch++: Improving Consumer-to-Shop Clothes Retrieval with Hard Negatives
Davide Morelli | Marcella Cornia | Rita Cucchiara

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GUapp: Enhancing Job Recommendations with Knowledge Graphs
Giovanni Maria Biancofiore | Tommaso Di Noia | Eugenio Di Sciascio | Fedelucio Narducci | Paolo Pastore

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Garbled-Word Embeddings for Jumbled Text
Gianluca Sperduti | Alejandro Moreo | Fabrizio Sebastiani

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Generalized Funnelling: Ensemble Learning and Heterogeneous Document Embeddings for Cross-Lingual Text Classification
Andrea Pedrotti | Fabrizio Sebastiani | Alejandro Moreo

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Holistic Summarization of Recommender Systems Results
Noemi Mauro | Zhongli Filippo Hu | Liliana Ardissono | Sara Capecchi | Gianmarco Izzi | Claudio Mattutino

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How to Perform Reproducible Experiments in the ELLIOT Recommendation Framework: Data Processing, Model Selection, and Performance Evaluation
Vito Walter Anelli | Alejandro Bellogín | Antonio Ferrara | Daniele Malitesta | Felice Antonio Merra | Claudio Pomo | Francesco Maria Donini | Eugenio Di Sciascio | Tommaso Di Noia

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Keyword Extraction for Improved Document Retrieval in Conversational Search
Oleg Borisov | Mohammad Aliannejadi | Fabio Crestani

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Measuring Gender Stereotype Reinforcement in Information Retrieval Systems
Alessandro Fabris | Alberto Purpura | Gianmaria Silvello | Gian Antonio Susto

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Measuring the Ranking Quality of Recommendations in a Two-Dimensional Carousel Setting
Nicolò Felicioni | Maurizio Ferrari Dacrema | Fernando Benjamín Pérez Maurera | Paolo Cremonesi

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Multidimensional Relevance in Legal and Health Domains
Georgios Peikos | Gabriella Pasi

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Neural IR for Domain-Specific Tasks
Oscar Espitia | Gabriella Pasi

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On Building Benchmark Datasets for Understudied Information Retrieval Tasks: the Case of Semantic Query Labeling
Elias Bassani | Gabriella Pasi

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On Single and Multiple Representations in Dense Passage Retrieval
Craig Macdonald | Nicola Tonellotto | Iadh Ounis

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Quality and Diversity of Recommender Systems Users' Choices: a Simulation Perspective
Naieme Hazrati | Francesco Ricci

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Reading Songs: A Computational Analysis of Popular Songs lyrics
Silvia Corbara | Alessio Molinari

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Recommending Third-party Library Updates with LSTM Neural Networks
Phuong T. Nguyen | Juri Di Rocco | Riccardo Rubei | Claudio Di Sipio | Davide Di Ruscio

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Representing, Tracking and Revising the User's Knowledge: A Search Result Filter Framework
Dima El Zein | Célia da Costa Pereira

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SAFIR: a Semantic-Aware Neural Framework for IR
Maristella Agosti | Stefano Marchesin | Gianmaria Silvello

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Sequential Modeling in Vector Space
Benyou Wang | Emanuele Di Buccio | Massimo Melucci

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Similarity-Based Reasoning and Retrieval with Order-Sorted Feature Logic
Gian Carlo Milanese | Gabriella Pasi

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Sparse Embeddings for Recommender Systems with Knowledge Graphs
Vito Walter Anelli | Tommaso Di Noia | Eugenio Di Sciascio | Antonio Ferrara | Alberto Carlo Maria Mancino

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Towards a Human in the Loop Approach to Preserve Privacy in Images
Andrea Mauri | Alessandro Bozzon

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User-friendly Query Interfaces for the HOPE Project
Diego Marcia | Manuela Sanguinetti | Maurizio Atzori

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Using an Ensemble of Features for Personalized Recommendations of Scientific Publications
Paolo Tenti | James Thomas | Rafael Peñaloza | Gabriella Pasi


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ICDAR@ICMR 2021: Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval, Taipei, Taiwan, 21 August 2021

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ICDAR@ICMR 2021: Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval, Taipei, Taiwan, 21 August 2021

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Discovering Knowledge Hidden in Raster Images using RasterMiner
R. Uday Kiran

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Multimodal Virtual Avatars for Investigative Interviews with Children
Gunn Astrid Baugerud | Miriam S. Johnson | Ragnhild Klingenberg Røed | Michael E. Lamb | Martine Powell | Vajira Thambawita | Steven Alexander Hicks | Pegah Salehi | Syed Zohaib Hassan | Pål Halvorsen | Michael A. Riegler

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ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in Videos
Meng-Jiun Chiou | Chun-Yu Liao | Li-Wei Wang | Roger Zimmermann | Jiashi Feng

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Temperature Forecasting using Tower Networks
Siri S. Eide | Michael A. Riegler | Hugo Lewi Hammer | John Bjørnar Bremnes

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Scattering Transform Based Image Clustering using Projection onto Orthogonal Complement
Angel Villar-Corrales | Veniamin I. Morgenshtern

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Pyramidal Segmentation of Medical Images using Adversarial Training
Espen Naess | Vajira Thambawita | Steven Alexander Hicks | Michael A. Riegler | Pål Halvorsen

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Two-Faced Humans on Twitter and Facebook: Harvesting Social Multimedia for Human Personality Profiling
Qi Yang | Aleksandr Farseev | Andrey Filchenkov

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Cross-Modal Deep Neural Networks based Smartphone Authentication for Intelligent Things System
Tran Anh Khoa | Dinh Nguyen The Truong | Duc Ngoc Minh Dang

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Models to Predict Sleeping Quality from Activities and Environment: Current Status, Challenges and Opportunities
Thi Phuoc Van Nguyen | Do Van Nguyen | Koji Zettsu

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Dutkat: A Multimedia System for Catching Illegal Catchers in a Privacy-Preserving Manner
Tor-Arne S. Nordmo | Aril B. Ovesen | Håvard D. Johansen | Michael A. Riegler | Pål Halvorsen | Dag Johansen

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Investigation on Privacy-Preserving Techniques For Personal Data
Rafik Hamza | Koji Zettsu

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Session details: Keynote & Invited Talks
Minh-Son Dao

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Session details: Session 1: Full Papers
Cathal Gurrin

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Session details: Session 2: Short Papers
Thanh-Binh Nguyen


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MMPT@ICMR2021: Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding, Taipei, Taiwan, August 21, 2021

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MMPT@ICMR2021: Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding, Taipei, Taiwan, August 21, 2021

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Cross-modal Pretraining and Matching for Video Understanding
Limin Wang

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WenLan: Efficient Large-Scale Multi-Modal Pre-Training on Real World Data
Ruihua Song

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Be Specific, Be Clear: Bridging Machine and Human Captions by Scene-Guided Transformer
Yupan Huang | Zhaoyang Zeng | Yutong Lu

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Language-Conditioned Region Proposal and Retrieval Network for Referring Expression Comprehension
Yanwei Xie | Daqing Liu | Xuejin Chen | Zheng-Jun Zha

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Residual Recurrent CRNN for End-to-End Optical Music Recognition on Monophonic Scores
Aozhi Liu | Lipei Zhang | Yaqi Mei | Baoqiang Han | Zifeng Cai | Zhaohua Zhu | Jing Xiao

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Style-Guided Image-to-Image Translation for Multiple Domains
Tingting Li | Huan Zhao | Song Wang | Jing Huang

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A Fair and Comprehensive Comparison of Multimodal Tweet Sentiment Analysis Methods
Gullal S. Cheema | Sherzod Hakimov | Eric Müller-Budack | Ralph Ewerth

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Unsupervised Training Data Generation of Handwritten Formulas using Generative Adversarial Networks with Self-Attention
Matthias Springstein | Eric Müller-Budack | Ralph Ewerth


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Proceedings of the Workshop on Web Tourism co-located with the 14th ACM International WSDM Conference (WSDM 2021), Jerusalem, Israel, March 12, 2021

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Proceedings of the Workshop on Web Tourism co-located with the 14th ACM International WSDM Conference (WSDM 2021), Jerusalem, Israel, March 12, 2021

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Generating Multi-Day Round Trip Itineraries for Tourists
Elif Erbil | Wolfgang Wörndl

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TripRec - A Recommender System for Planning Composite City Trips Based on Travel Mobility Analysis
Rinita Roy | Linus W. Dietz

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An Interactive Dashboard for Traveler Mobility Analysis
Lukas Vorwerk | Linus W. Dietz

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Evaluation Framework for Improving 360 Virtual Tours User Experience
Roman Shikhri | Joel Lanir | Lev Poretski

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Tourist recommendations with a touch of SPICE: A TRS with Deep Cultural Understanding
Tsvi Kuflik | Paul Mulholland | Alan J. Wecker

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Booking.com WSDM WebTour 2021 Challenge
Dmitri Goldenberg | Kostia Kofman | Pavel Levin | Sarai Mizrachi | Maayan Kafry | Guy Nadav

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Using Deep Learning to Win the Booking.com WSDM WebTour21 Challenge on Sequential Recommendations
Benedikt Schifferer | Chris Deotte | Jean-Francois Puget | Gabriel de Souza Pereira Moreira | Gilberto Titericz | Jiwei Liu | Ronay Ak

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Modeling Multi-Destination Trips with Sketch-Based Model
Michal Daniluk | Barbara Rychalska | Konrad Goluchowski | Jacek Dabrowski

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Explore next destination prediction
Yuanzhe Zhou | Shikang Wu | Chenyang Zheng

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Data Augmentation Using Many-To-Many RNNs for Session-Aware Recommender Systems
Martín Baigorria Alonso

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Attention-based neural re-ranking approach for next city in trip recommendations
Aleksandr Petrov | Yuriy Makarov

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Weighted Averaging of Various LSTM Models for Next Destination Recommendation
Shotaro Ishihara | Shuhei Goda | Yuya Matsumura

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Combining RNN with Transformer for Modeling Multi-Leg Trips
Yoshihiro Sakatani

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Hybrid Model with Time Modeling for Sequential Recommender Systems
Marlesson R. O. Santana | Anderson Soares


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Proceedings of the 2nd International Workshop on Cross-lingual Event-centric Open Analytics co-located with the 30th The Web Conference (WWW 2021), Ljubljana, Slovenia, April 12, 2021 (online event due to COVID-19 outbreak)

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Proceedings of the 2nd International Workshop on Cross-lingual Event-centric Open Analytics co-located with the 30th The Web Conference (WWW 2021), Ljubljana, Slovenia, April 12, 2021 (online event due to COVID-19 outbreak)

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Scaling Semantic Role Labeling and Semantic Parsing Across Languages
Roberto Navigli

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Building and Evaluating Universal Named-Entity Recognition English corpus
Diego Alves | Gaurish Thakkar | Marko Tadic

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Simple Ways to Improve NER in Every Language using Markup
Luis Adrián Cabrera-Diego | Jose G. Moreno | Antoine Doucet

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On the Role of Images for Analyzing Claims in Social Media
Gullal S. Cheema | Sherzod Hakimov | Eric Müller-Budack | Ralph Ewerth

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Using the Profile of Publishers to Predict Barriers across News Articles
Abdul Sittar | Dunja Mladenic

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OEKG: The Open Event Knowledge Graph
Simon Gottschalk | Endri Kacupaj | Sara Abdollahi | Diego Alves | Gabriel Amaral | Elisavet Koutsiana | Tin Kuculo | Daniela Major | Caio Mello | Gullal S. Cheema | Abdul Sittar | Swati | Golsa Tahmasebzadeh | Gaurish Thakkar

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Multi-task Learning for Cross-Lingual Sentiment Analysis
Gaurish Thakkar | Nives Mikelic Preradovic | Marko Tadic

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"Alignment is All You Need": Analyzing Cross-Lingual Document Similarity for Domain-Specific Applications
Sourav Dutta