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Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) co-located with the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), Paris, France, July 25, 2019

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Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) co-located with the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), Paris, France, July 25, 2019

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Preface: 4th Joint Workshop on BIRNDL at SIGIR 2019

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Personalized Feed/Query-formulation, Predictive Impact, and Ranking
Alex D. Wade | Ivana Williams

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Discourse Processing for Text Analysis: Recent Successes, Current Challenges
Bonnie Webber

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Distant Supervision for Silver Label Generation of Software Mentions in Social Scientific Publications
Katarina Boland | Frank Krüger

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Transfer Learning for Scientific Data Chain Extraction in Small Chemical Corpus with joint BERT-CRF Model
Na Pang | Li Qian | Weimin Lyu | Jin-Dong Yang

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Revaluating Semantometrics from Computer Science Publications
Christin Katharina Kreutz | Premtim Sahitaj | Ralf Schenkel

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Extracting and Matching Patent In-text References to Scientific Publications
Suzan Verberne | Ioannis Chios | Jian Wang

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HITS Hits Readersourcing: Validating Peer Review Alternatives Using Network Analysis
Michael Soprano | Kevin Roitero | Stefano Mizzaro

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Supervised Learning for Automated Literature Review
Jason Portenoy | Jevin D. West

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Can Models of Author Intention Support Quality Assessment of Content?
Arlene J. Casey | Bonnie Webber | Dorota Glowacka

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Comparing Word Embeddings for Document Screening based on Active Learning
Andres Carvallo | Denis Parra

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Towards Formula Concept Discovery and Recognition
Philipp Scharpf | Moritz Schubotz | Howard S. Cohl | Bela Gipp

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CiteTracked: A Longitudinal Dataset of Peer Reviews and Citations
Barbara Plank | Reinard van Dalen

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Evaluating the Availability of Open Citation Data
Chifumi Nishioka | Michael Färber

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Why Machines Cannot Learn Mathematics, Yet
André Greiner-Petter | Terry Ruas | Moritz Schubotz | Akiko Aizawa | William I. Grosky | Bela Gipp

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Identifying the Conceptual Space of Citation Contexts using Coreferences
Marc Bertin | Pierre Jonin | Frédéric Armetta | Iana Atanassova

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Analysing Author Name Mentions in Citation Contexts of Highly Cited Publications
Rajesh Piryani | Wolfgang Otto | Philipp Mayr | Vivek Kumar Singh

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Overview and Results: CL-SciSumm Shared Task 2019
Muthu Kumar Chandrasekaran | Michihiro Yasunaga | Dragomir R. Radev | Dayne Freitag | Min-Yen Kan

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NaCTeM-UoM @ CL-SciSumm 2019
Chrysoula Zerva | Minh-Quoc Nghiem | Nhung T. H. Nguyen | Sophia Ananiadou

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IR&TM-NJUST @ CLSciSumm-19
Shutian Ma | Heng Zhang | Tianxiang Xu | Jin Xu | Shaohu Hu | Chengzhi Zhang

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CIST@CLSciSumm-19: Automatic Scientific Paper Summarization with Citances and Facets
Lei Li | Yingqi Zhu | Yang Xie | Zuying Huang | Wei Liu | Xingyuan Li | Yinan Liu

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IRIT-IRIS at CL-SciSumm 2019: Matching Citances with their Intended Reference Text Spans from the Scientific Literature
Yoann Pitarch | Karen Pinel-Sauvagnat | Gilles Hubert | Guillaume Cabanac | Ophélie Fraisier-Vannier

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Helium @ CL-SciSumm-19 : Transfer learning for effective scientific research comprehension
Bakhtiyar Syed | Vijayasaradhi Indurthi | Balaji Vasan Srinivasan | Vasudeva Varma

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LaSTUS-TALN+INCO @ CL-SciSumm 2019
Luis Chiruzzo | Ahmed AbuRa'ed | Àlex Bravo | Horacio Saggion

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Poli2Sum@CL-SciSumm-19: Identify, Classify, and Summarize Cited Text Spans by means of Ensembles of Supervised Models
Moreno La Quatra | Luca Cagliero | Elena Baralis

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NJU@CL-SciSumm-19
Hyonil Kim | Shiyan Ou

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ATHENA@CL-SciSumm 2019: Siamese recurrent bi-directional neural network for identifying cited text spans
Aris Fergadis | Dimitris Pappas | Haris Papageorgiou

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Proceedings of the Third International Workshop on Recent Trends in News Information Retrieval, co-located with 42nd International ACM Conference on Research and Development in Information Retrieval (SIGIR 2019), Paris, France, July 25, 2019

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Proceedings of the Third International Workshop on Recent Trends in News Information Retrieval, co-located with 42nd International ACM Conference on Research and Development in Information Retrieval (SIGIR 2019), Paris, France, July 25, 2019

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From Redlining to Robots: How Newsrooms Apply Technology to the Craft of Journalism
Aron Pilhofer

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Mining Leaks and Open Data to Follow the Money
Friedrich Lindenberg

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Biased News Data Influence on Classifying Social Media Posts
Marija Stanojevic | Jumanah Alshehri | Eduard C. Dragut | Zoran Obradovic

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Good , Neutral or Bad - News Classification
Aashish Agarwal | Ankita Mandal | Matthias Schaffeld | Fangzheng Ji | Jhiao Zhan | Yiqi Sun | Ahmet Aker

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Credibility and Transparency of News Sources: Data Collection and Feature Analysis
Ahmet Aker | Kevin Vincentius | Kalina Bontcheva

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The Diffusion of Fake News through the "Middle Media" - Contaminated Online Sphere in Japan
Hirotaka Kawashima | Hiroyuki Fujishiro

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Tribalism, Political Polarisation and Disinformation
Samantha North | Lukasz Piwek | Adam N. Joinson

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Corpus of News Articles Annotated with Article Level Sentiment
Ahmet Aker | Marius Hamacher | Alicia Nti | Anne Smets | Hauke Gravenkamp | Johannes Erdmann | Sabrina Mayer | Julia Serong | Anna Welpinghus | Francesco Marchi

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Real-time Claim Detection from News Articles and Retrieval of Semantically-Similar Factchecks
Ben Adler | Giacomo Boscaini-Gilroy

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Squabble: An Efficient, Scalable Controversy Classifier
Shiri Dori-Hacohen | Elinor Brondwine | Jeremy Gollehon

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Ontology Guided Purposive News Retrieval and Presentation
Lipika Dey | Rupsa Saha | Tirthankar Dasgupta | Abir Naskar

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Human-centric Evaluation of Similarity Spaces of News Articles
Clara Higuera Cabanes | Michel Schammel | Shirley Ka Kei Yu | Ben Fields

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Event Detection using Images of Temporal Word Patterns
Yunli Wang | Cyril Goutte

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Affect Enriched Word Embeddings for News Information Retrieval
Tommaso Teofili | Niyati Chhaya

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Proceedings of the SIGIR 2019 Workshop on eCommerce, co-located with the 42st International ACM SIGIR Conference on Research and Development in Information Retrieval, eCom@SIGIR 2019, Paris, France, July 25, 2019

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Proceedings of the SIGIR 2019 Workshop on eCommerce, co-located with the 42st International ACM SIGIR Conference on Research and Development in Information Retrieval, eCom@SIGIR 2019, Paris, France, July 25, 2019

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An Empirical Comparison of FAISS and FENSHSES for Nearest Neighbor Search in Hamming Space
Cun Mu | Binwei Yang

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Closing the Gap Between Query and Database through Query Feature Transformation in C2C e-Commerce Visual Search
Takuma Yamaguchi | Kosuke Arase | Riku Togashi | Shunya Ueta

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Comprehensive Audience Expansion based on End-to-End Neural Prediction
Jinling Jiang | Xiaoming Lin | Junjie Yao | Hua Lu

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E-commerce Query Classification Using Product Taxonomy Mapping: A Transfer Learning Approach
Michael Skinner | Surya Kallumadi

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Fashion Outfit Generation for E-commerce
Elaine M. Bettaney | Stephen R. Hardwick | Benjamin Paul Chamberlain | Odysseas Zisimopoulos

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Image Aesthetics and its Effects on Product Clicks in E-Commerce Search
Fabiano Belém | Alexandre Maros | Sérgio D. Canuto | Rodrigo Silva | Jussara M. Almeida | Marcos André Gonçalves

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Improving Semantic Matching via Multi-Task Learning in E-Commerce
Hongchun Zhang | Tianyi Wang | Xiaonan Meng | Yi Hu

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Learning Embeddings for Product Size Recommendations
Kallirroi Dogani | Matteo Tomassetti | Saúl Vargas | Benjamin Paul Chamberlain | Sofie De Cnudde

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Learning to Diversify for E-commerce Search with Multi-Armed Bandit
Anjan Goswami | Chengxiang Zhai | Prasant Mohapatra

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Leverage Implicit Feedback for Context-aware Product Search
Keping Bi | Choon Hui Teo | Yesh Dattatreya | Vijai Mohan | W. Bruce Croft

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Multi-Candidate Ranking Algorithm Based Spell Correction
Chao Wang | Rongkai Zhao

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Multi-objective Relevance Ranking
Michinari Momma | Alireza Bagheri Garakani | Yi Sun

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Neural Factorization for Offer Recommendation using Knowledge Graph Embeddings
Gourab Chowdhury | Madiraju Srilakshmi | Mainak Chain | Sudeshna Sarkar

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Organic Ponies and Sponsored Batteries: A Category-Based CTR Optimization Model
Or Levi

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PSAC: Context-based Purchase Prediction Framework via User's Sequential Actions
Wei-Cheng Chen | Chih-Yu Wang | Su-Chen Lin | Alex Ou | Tzu-Chiang Liou

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Personalized Query Auto-Completion Through a Lightweight Representation of the User Context
Manojkumar Rangasamy Kannadasan | Grigor Aslanyan

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Production Ranking Systems: A Review
Murium Iqbal | Nishan Subedi | Kamelia Aryafar

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Query Rewriting using Automatic Synonym Extraction for E-commerce Search
Aritra Mandal | Ishita K. Khan | Prathyusha Senthil Kumar

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Ranking Sentences from Product Description & Bullets for Better Search
Prateek Verma | Aliasgar Kutiyanawala | Ke Shen

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Spelling Correction as a Foreign Language
Yingbo Zhou | Utkarsh Porwal | Roberto Konow

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System Design of Extreme Multi-label Query Classification using a Hybrid Model
Xianjing Liu | Hejia Zhang | Mingkuan Liu | Alan Lu

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Text Summarization of Product Titles
Joan Xiao | Robert Munro

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Unsupervised Construction of a Product Knowledge Graph
Omar Alonso | Vasileios Kandylas | Rukmini Iyer

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Unsupervised Product Entity Resolution using Graph Representation Learning
Mozhdeh Gheini | Mayank Kejriwal