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ORCID40th ECIR 2018: Grenoble, France
- Gabriella Pasi
, Benjamin Piwowarski, Leif Azzopardi, Allan Hanbury:
Advances in Information Retrieval - 40th European Conference on IR Research, ECIR 2018, Grenoble, France, March 26-29, 2018, Proceedings. Lecture Notes in Computer Science 10772, Springer 2018, ISBN 978-3-319-76940-0
Topic Modelling
- Andreas Spitz, Michael Gertz:
Entity-Centric Topic Extraction and Exploration: A Network-Based Approach. 3-15 - Seyed Ali Bahrainian, Ida Mele, Fabio Crestani:
Predicting Topics in Scholarly Papers. 16-28 - Kuntal Dey, Saroj Kaushik, Kritika Garg, Ritvik Shrivastava:
Topic Lifecycle on Social Networks: Analyzing the Effects of Semantic Continuity and Social Communities. 29-42
Health Applications
- Raksha Sanjay Jalan, Manish Gupta, Vasudeva Varma:
Medical Forum Question Classification Using Deep Learning. 45-58 - Shashank Gupta, Manish Gupta, Vasudeva Varma, Sachin Pawar, Nitin Ramrakhiyani, Girish Keshav Palshikar:
Multi-task Learning for Extraction of Adverse Drug Reaction Mentions from Tweets. 59-71 - Jimmy, Guido Zuccon, Bevan Koopman:
Choices in Knowledge-Base Retrieval for Consumer Health Search. 72-85
Deep Learning
- Junfeng Tian, Man Lan, Yuanbin Wu, Jingang Wang, Long Qiu, Sheng Li, Jun Lang, Luo Si:
An Adversarial Joint Learning Model for Low-Resource Language Semantic Textual Similarity. 89-101 - Alexander Dür, Andreas Rauber, Peter Filzmoser:
Reproducing a Neural Question Answering Architecture Applied to the SQuAD Benchmark Dataset: Challenges and Lessons Learned. 102-113 - Tim Repke, Ralf Krestel:
Bringing Back Structure to Free Text Email Conversations with Recurrent Neural Networks. 114-126 - Daniel Cohen, W. Bruce Croft:
A Hybrid Embedding Approach to Noisy Answer Passage Retrieval. 127-140 - Sweta Agrawal, Amit Awekar:
Deep Learning for Detecting Cyberbullying Across Multiple Social Media Platforms. 141-153 - Nabiha Asghar, Pascal Poupart, Jesse Hoey, Xin Jiang, Lili Mou:
Affective Neural Response Generation. 154-166 - Thijs Vogels, Octavian-Eugen Ganea, Carsten Eickhoff:
Web2Text: Deep Structured Boilerplate Removal. 167-179 - Pinkesh Badjatiya, Litton J. Kurisinkel, Manish Gupta, Vasudeva Varma:
Attention-Based Neural Text Segmentation. 180-193
Evaluations and User Behavior
- Marco Ferrante, Nicola Ferro, Silvia Pontarollo:
Modelling Randomness in Relevance Judgments and Evaluation Measures. 197-209 - David Maxwell, Leif Azzopardi:
Information Scent, Searching and Stopping - Modelling SERP Level Stopping Behaviour. 210-222 - Jiaxin Mao, Yiqun Liu, Noriko Kando, Cheng Luo, Min Zhang, Shaoping Ma:
Investigating Result Usefulness in Mobile Search. 223-236 - David Brazier, Morgan Harvey:
A Comparative Study of Native and Non-native Information Seeking Behaviours. 237-248
Representation
- Vincent Claveau:
Indiscriminateness in Representation Spaces of Terms and Documents. 251-262 - Xiao Yang, Iadh Ounis, Richard McCreadie, Craig Macdonald, Anjie Fang:
On the Reproducibility and Generalisation of the Linear Transformation of Word Embeddings. 263-275 - Maoyuan Zhang, Qi Wang, Wukui Xu, Wei Li, Shuyuan Sun:
Discriminative Path-Based Knowledge Graph Embedding for Precise Link Prediction. 276-288 - Ruqing Zhang, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng:
Spherical Paragraph Model. 289-302 - Ruqing Zhang, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng:
Aggregating Neural Word Embeddings for Document Representation. 303-315 - Yazhou Zhang, Dawei Song, Xiang Li, Peng Zhang:
Unsupervised Sentiment Analysis of Twitter Posts Using Density Matrix Representation. 316-329
Recommendation
- Kartik Gupta, Noveen Sachdeva, Vikram Pudi:
Explicit Modelling of the Implicit Short Term User Preferences for Music Recommendation. 333-344 - Gaurav Singh, Sandra Mitrovic:
Benefits of Using Symmetric Loss in Recommender Systems. 345-356 - Pablo Sánchez, Alejandro Bellogín:
Time-Aware Novelty Metrics for Recommender Systems. 357-370 - Ludovico Boratto, Salvatore Carta, Gianni Fenu, Luca Piras:
Employing Document Embeddings to Solve the "New Catalog" Problem in User Targeting, and Provide Explanations to the Users. 371-382
Retrieval
- Gianmaria Silvello, Riccardo Bucco, Giulio Busato, Giacomo Fornari, Andrea Langeli, Alberto Purpura, Giacomo Rocco, Alessandro Tezza, Maristella Agosti:
Statistical Stemmers: A Reproducibility Study. 385-397 - Georgios Balikas, Charlotte Laclau, Ievgen Redko, Massih-Reza Amini:
Cross-Lingual Document Retrieval Using Regularized Wasserstein Distance. 398-410 - Sajad Sotudeh Gharebagh, Peyman Rostami, Mahmood Neshati:
T-Shaped Mining: A Novel Approach to Talent Finding for Agile Software Teams. 411-423 - Panpan Wang, Tianshu Wang, Yuexian Hou, Dawei Song:
Modeling Relevance Judgement Inspired by Quantum Weak Measurement. 424-436
Learning/Classification
- Graham McDonald, Craig Macdonald, Iadh Ounis:
Active Learning Strategies for Technology Assisted Sensitivity Review. 439-453 - Oren Halvani, Lukas Graner, Inna Vogel:
Authorship Verification in the Absence of Explicit Features and Thresholds. 454-465 - Mostafa Haghir Chehreghani, Morteza Haghir Chehreghani:
Efficient Context-Aware K-Nearest Neighbor Search. 466-478
Micro-blogs
- Polykarpos Meladianos, Christos Xypolopoulos, Giannis Nikolentzos, Michalis Vazirgiannis:
An Optimization Approach for Sub-event Detection and Summarization in Twitter. 481-493 - Ozer Ozdikis, Heri Ramampiaro, Kjetil Nørvåg:
Spatial Statistics of Term Co-occurrences for Location Prediction of Tweets. 494-506 - Jose Miguel Herrera, Barbara Poblete, Denis Parra:
Learning to Leverage Microblog Information for QA Retrieval. 507-520
Short Papers
- Ferenc Galkó, Carsten Eickhoff:
Biomedical Question Answering via Weighted Neural Network Passage Retrieval. 523-528 - Kuntal Dey, Ritvik Shrivastava, Saroj Kaushik:
Topical Stance Detection for Twitter: A Two-Phase LSTM Model Using Attention. 529-536 - Qingyao Ai, Brendan O'Connor, W. Bruce Croft:
A Neural Passage Model for Ad-hoc Document Retrieval. 537-543 - Joel M. Mackenzie, Craig Macdonald, Falk Scholer, J. Shane Culpepper:
On the Cost of Negation for Dynamic Pruning. 544-549 - Suneel Kumar Kingrani, Mark Levene, Dell Zhang:
A Meta-Evaluation of Evaluation Methods for Diversified Search. 550-555 - Shashank Gupta, Manish Gupta, Vasudeva Varma, Sachin Pawar, Nitin Ramrakhiyani, Girish Keshav Palshikar:
Co-training for Extraction of Adverse Drug Reaction Mentions from Tweets. 556-562 - Karam Abdulahhad:
Concept Embedding for Information Retrieval. 563-569 - Rúben Ramalho, André Mourão, João Magalhães:
Patient-Age Extraction for Clinical Reports Retrieval. 570-576 - Zhuyun Dai, Jamie Callan:
Inverted List Caching for Topical Index Shards. 577-583 - Eva Zangerle, Michael Tschuggnall, Stefan Wurzinger, Günther Specht:
ALF-200k: Towards Extensive Multimodal Analyses of Music Tracks and Playlists. 584-590 - Shivali Goel, Rishi Madhok, Shweta Garg:
Proposing Contextually Relevant Quotes for Images. 591-597 - Michael Färber, Alexander Thiemann, Adam Jatowt:
To Cite, or Not to Cite? Detecting Citation Contexts in Text. 598-603 - Anirban Majumder, Abhay Pande, Kondalarao Vonteru, Abhishek Gangwar, Subhadeep Maji, Pankaj Bhatia, Pawan Goyal:
Automated Assistance in E-commerce: An Approach Based on Category-Sensitive Retrieval. 604-610 - Till Haug, Octavian-Eugen Ganea, Paulina Grnarova:
Neural Multi-step Reasoning for Question Answering on Semi-structured Tables. 611-617 - Rodrigo Wilkens, Leonardo Zilio, Cédrick Fairon:
Document Ranking Applied to Second Language Learning. 618-624 - Heng Ding, Shuo Zhang, Darío Garigliotti, Krisztian Balog:
Generating High-Quality Query Suggestion Candidates for Task-Based Search. 625-631 - Rama Syamala Sreepada, Bidyut Kr. Patra:
An Incremental Approach for Collaborative Filtering in Streaming Scenarios. 632-637 - Nils Witt, Michael Granitzer, Christin Seifert:
Collection-Document Summaries. 638-643 - Darío Garigliotti, Krisztian Balog:
Towards an Understanding of Entity-Oriented Search Intents. 644-650 - Dmitri Roussinov:
Towards Measuring Content Coordination in Microblogs. 651-656 - Mittul Singh, Arunav Mishra, Youssef Oualil, Klaus Berberich, Dietrich Klakow:
Long-Span Language Models for Query-Focused Unsupervised Extractive Text Summarization. 657-664 - Anil Kumar Trikha, Fattane Zarrinkalam, Ebrahim Bagheri:
Topic-Association Mining for User Interest Detection. 665-671 - Giorgio Maria Di Nunzio:
A Study of an Automatic Stopping Strategy for Technologically Assisted Medical Reviews. 672-677 - Bogdan Nicula, Stefan Ruseti, Traian Rebedea:
Improving Deep Learning for Multiple Choice Question Answering with Candidate Contexts. 678-683 - Ricardo Campos, Vítor Mangaravite, Arian Pasquali, Alípio Mário Jorge, Célia Nunes, Adam Jatowt:
A Text Feature Based Automatic Keyword Extraction Method for Single Documents. 684-691 - Jan Stihec, Martin Znidarsic, Senja Pollak:
Simplified Hybrid Approach for Detection of Semantic Orientations in Economic Texts. 692-698 - Graham McDonald, Craig Macdonald, Iadh Ounis:
Towards Maximising Openness in Digital Sensitivity Review Using Reviewing Time Predictions. 699-706 - Mahsa S. Shahshahani, Faegheh Hasibi, Hamed Zamani, Azadeh Shakery:
Towards a Unified Supervised Approach for Ranking Triples of Type-Like Relations. 707-714 - Behrooz Mansouri, Mohammad Sadegh Zahedi, Ricardo Campos, Mojgan Farhoodi, Maseud Rahgozar:
ParsTime: Rule-Based Extraction and Normalization of Persian Temporal Expressions. 715-721 - Jean-Michel Renders:
Active Search for High Recall: A Non-stationary Extension of Thompson Sampling. 722-728 - Yasunobu Sumikawa, Adam Jatowt:
Classifying Short Descriptions of Past Events. 729-736 - Hossein Fani, Masoud Bashari, Fattane Zarrinkalam, Ebrahim Bagheri, Feras N. Al-Obeidat:
Stopword Detection for Streaming Content. 737-743 - Suranjana Samanta, Sameep Mehta:
Generating Adversarial Text Samples. 744-749 - Heeyoung Kwon, Harsh Trivedi, Peter Jansen, Mihai Surdeanu, Niranjan Balasubramanian:
Controlling Information Aggregation for Complex Question Answering. 750-757 - Haofeng Jia, Erik Saule:
Local Is Good: A Fast Citation Recommendation Approach. 758-764 - Ting Su, Anjie Fang, Richard McCreadie, Craig Macdonald, Iadh Ounis:
On Refining Twitter Lists as Ground Truth Data for Multi-community User Classification. 765-772 - Xinshi Lin, Wai Lam:
Entity Retrieval via Type Taxonomy Aware Smoothing. 773-779 - Axel Suarez, Dyaa Albakour, David P. A. Corney, Miguel Martinez-Alvarez, José Esquivel:
A Data Collection for Evaluating the Retrieval of Related Tweets to News Articles. 780-786 - Parth Mehta, Prasenjit Majumder:
Content Based Weighted Consensus Summarization. 787-793
Demonstrations
- Jean Charbonnier, Lucia Sohmen, John Rothman, Birte Rohden, Christian Wartena:
NOA: A Search Engine for Reusable Scientific Images Beyond the Life Sciences. 797-800 - Rodrigo Martínez-Castaño, Juan Carlos Pichel, David E. Losada, Fabio Crestani:
A Micromodule Approach for Building Real-Time Systems with Python-Based Models: Application to Early Risk Detection of Depression on Social Media. 801-805 - Ricardo Campos, Vítor Mangaravite, Arian Pasquali, Alípio Mário Jorge, Célia Nunes, Adam Jatowt:
YAKE! Collection-Independent Automatic Keyword Extractor. 806-810 - Lalit Mohan Sanagavarapu, Neeraj Mathur, Shriyansh Agrawal, Y. Raghu Reddy:
SIREN - Security Information Retrieval and Extraction eNgine. 811-814 - Michael Färber, Alexander Thiemann, Adam Jatowt:
CITEWERTs: A System Combining Cite-Worthiness with Citation Recommendation. 815-819 - Janek Bevendorff, Benno Stein, Matthias Hagen, Martin Potthast:
Elastic ChatNoir: Search Engine for the ClueWeb and the Common Crawl. 820-824
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