| Rethink Training of BERT Rerankers in Multi-stage Retrieval Pipeline |
Luyu Gao, Zhuyun Dai, Jamie Callan |
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code |
18 |
| The CLEF-2021 CheckThat! Lab on Detecting Check-Worthy Claims, Previously Fact-Checked Claims, and Fake News |
Preslav Nakov, Giovanni Da San Martino, Tamer Elsayed, Alberto BarrónCedeño, Rubén Míguez, Shaden Shaar, Firoj Alam, Fatima Haouari, Maram Hasanain, Nikolay Babulkov, Alex Nikolov, Gautam Kishore Shahi, Julia Maria Struß, Thomas Mandl |
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code |
16 |
| Complement Lexical Retrieval Model with Semantic Residual Embeddings |
Luyu Gao, Zhuyun Dai, Tongfei Chen, Zhen Fan, Benjamin Van Durme, Jamie Callan |
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code |
15 |
| An Enhanced Evaluation Framework for Query Performance Prediction |
Guglielmo Faggioli, Oleg Zendel, J. Shane Culpepper, Nicola Ferro, Falk Scholer |
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code |
14 |
| FedeRank: User Controlled Feedback with Federated Recommender Systems |
Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci |
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code |
12 |
| Studying the Effectiveness of Conversational Search Refinement Through User Simulation |
Alexandre Salle, Shervin Malmasi, Oleg Rokhlenko, Eugene Agichtein |
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code |
9 |
| Transformer-Based Approach Towards Music Emotion Recognition from Lyrics |
Yudhik Agrawal, Ramaguru Guru Ravi Shanker, Vinoo Alluri |
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code |
9 |
| A White Box Analysis of ColBERT |
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant |
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code |
8 |
| Brief Description of COVID-SEE: The Scientific Evidence Explorer for COVID-19 Related Research |
Karin Verspoor, Simon Suster, Yulia Otmakhova, Shevon Mendis, Zenan Zhai, Biaoyan Fang, Jey Han Lau, Timothy Baldwin, Antonio JimenoYepes, David Martínez |
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code |
7 |
| User Engagement Prediction for Clarification in Search |
Ivan Sekulic, Mohammad Aliannejadi, Fabio Crestani |
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code |
7 |
| PGT: Pseudo Relevance Feedback Using a Graph-Based Transformer |
HongChien Yu, Zhuyun Dai, Jamie Callan |
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code |
6 |
| Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval |
Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas |
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code |
6 |
| LogUI: Contemporary Logging Infrastructure for Web-Based Experiments |
David Maxwell, Claudia Hauff |
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code |
6 |
| CEQE: Contextualized Embeddings for Query Expansion |
Shahrzad Naseri, Jeff Dalton, Andrew Yates, James Allan |
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code |
5 |
| Federated Online Learning to Rank with Evolution Strategies: A Reproducibility Study |
Shuyi Wang, Shengyao Zhuang, Guido Zuccon |
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code |
5 |
| Improving Cold-Start Recommendation via Multi-prior Meta-learning |
Zhengyu Chen, Donglin Wang, Shiqian Yin |
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code |
5 |
| Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits |
Leonid Boytsov, Zico Kolter |
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code |
5 |
| Coreference Resolution in Research Papers from Multiple Domains |
Arthur Brack, Daniel Uwe Müller, Anett Hoppe, Ralph Ewerth |
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code |
5 |
| Comparing Score Aggregation Approaches for Document Retrieval with Pretrained Transformers |
Xinyu Zhang, Andrew Yates, Jimmy Lin |
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code |
5 |
| Reproducibility, Replicability and Beyond: Assessing Production Readiness of Aspect Based Sentiment Analysis in the Wild |
Rajdeep Mukherjee, Shreyas Shetty, Subrata Chattopadhyay, Subhadeep Maji, Samik Datta, Pawan Goyal |
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code |
5 |
| Textual Characteristics of News Title and Body to Detect Fake News: A Reproducibility Study |
Anu Shrestha, Francesca Spezzano |
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code |
5 |
| repro_eval: A Python Interface to Reproducibility Measures of System-Oriented IR Experiments |
Timo Breuer, Nicola Ferro, Maria Maistro, Philipp Schaer |
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code |
5 |
| TLS-Covid19: A New Annotated Corpus for Timeline Summarization |
Arian Pasquali, Ricardo Campos, Alexandre Ribeiro, Brenda Salenave Santana, Alípio Jorge, Adam Jatowt |
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code |
5 |
| Exploring Gender Biases in Information Retrieval Relevance Judgement Datasets |
Amin Bigdeli, Negar Arabzadeh, Morteza Zihayat, Ebrahim Bagheri |
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code |
4 |
| Deep Query Likelihood Model for Information Retrieval |
Shengyao Zhuang, Hang Li, Guido Zuccon |
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code |
4 |
| Neural Feature Selection for Learning to Rank |
Alberto Purpura, Karolina Buchner, Gianmaria Silvello, Gian Antonio Susto |
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code |
4 |
| Content Selection Network for Document-Grounded Retrieval-Based Chatbots |
Yutao Zhu, JianYun Nie, Kun Zhou, Pan Du, Zhicheng Dou |
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| Should I Visit This Place? Inclusion and Exclusion Phrase Mining from Reviews |
Omkar Gurjar, Manish Gupta |
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code |
4 |
| eRisk 2021: Pathological Gambling, Self-harm and Depression Challenges |
Javier Parapar, Patricia MartínRodilla, David E. Losada, Fabio Crestani |
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code |
4 |
| Active Learning for Entity Alignment |
Max Berrendorf, Evgeniy Faerman, Volker Tresp |
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code |
4 |
| A Comparison of Question Rewriting Methods for Conversational Passage Retrieval |
Svitlana Vakulenko, Nikos Voskarides, Zhucheng Tu, Shayne Longpre |
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code |
3 |
| Weakly-Supervised Open-Retrieval Conversational Question Answering |
Chen Qu, Liu Yang, Cen Chen, W. Bruce Croft, Kalpesh Krishna, Mohit Iyyer |
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code |
3 |
| Cross-Domain Retrieval in the Legal and Patent Domains: A Reproducibility Study |
Sophia Althammer, Sebastian Hofstätter, Allan Hanbury |
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| Mitigating the Position Bias of Transformer Models in Passage Re-ranking |
Sebastian Hofstätter, Aldo Lipani, Sophia Althammer, Markus Zlabinger, Allan Hanbury |
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| Metric Learning for Session-Based Recommendations |
Bartlomiej Twardowski, Pawel Zawistowski, Szymon Zaborowski |
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| Studying Catastrophic Forgetting in Neural Ranking Models |
Jesús LovónMelgarejo, Laure Soulier, Karen PinelSauvagnat, Lynda Tamine |
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| Stay on Topic, Please: Aligning User Comments to the Content of a News Article |
Jumanah Alshehri, Marija Stanojevic, Eduard C. Dragut, Zoran Obradovic |
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| Re-assessing the "Classify and Count" Quantification Method |
Alejandro Moreo, Fabrizio Sebastiani |
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Emanuela Boros, José G. Moreno, Antoine Doucet |
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Harsh Kohli |
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| Query Performance Prediction Through Retrieval Coherency |
Negar Arabzadeh, Amin Bigdeli, Morteza Zihayat, Ebrahim Bagheri |
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2 |
| From the Beatles to Billie Eilish: Connecting Provider Representativeness and Exposure in Session-Based Recommender Systems |
Alejandro Ariza, Francesco Fabbri, Ludovico Boratto, Maria Salamó |
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| Simplified TinyBERT: Knowledge Distillation for Document Retrieval |
Xuanang Chen, Ben He, Kai Hui, Le Sun, Yingfei Sun |
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2 |
| ROMCIR 2021: Reducing Online Misinformation through Credible Information Retrieval |
Fabio Saracco, Marco Viviani |
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2 |
| How Do Active Reading Strategies Affect Learning Outcomes in Web Search? |
Nirmal Roy, Manuel Valle Torre, Ujwal Gadiraju, David Maxwell, Claudia Hauff |
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| Textual Complexity as an Indicator of Document Relevance |
Anastasia Taranova, Martin Braschler |
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code |
2 |
| Overview of Touché 2021: Argument Retrieval - Extended Abstract |
Alexander Bondarenko, Lukas Gienapp, Maik Fröbe, Meriem Beloucif, Yamen Ajjour, Alexander Panchenko, Chris Biemann, Benno Stein, Henning Wachsmuth, Martin Potthast, Matthias Hagen |
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2 |
| Advancing Math-Aware Search: The ARQMath-2 Lab at CLEF 2021 |
Behrooz Mansouri, Anurag Agarwal, Douglas W. Oard, Richard Zanibbi |
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code |
2 |
| Pattern-Aware and Noise-Resilient Embedding Models |
Mojtaba Nayyeri, Sahar Vahdati, Emanuel Sallinger, Mirza Mohtashim Alam, Hamed Shariat Yazdi, Jens Lehmann |
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| Causality-Aware Neighborhood Methods for Recommender Systems |
Masahiro Sato, Janmajay Singh, Sho Takemori, Qian Zhang |
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2 |
| BioASQ at CLEF2021: Large-Scale Biomedical Semantic Indexing and Question Answering |
Anastasia Krithara, Anastasios Nentidis, Georgios Paliouras, Martin Krallinger, Antonio Miranda |
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| Exploding TV Sets and Disappointing Laptops: Suggesting Interesting Content in News Archives Based on Surprise Estimation |
Adam Jatowt, IChen Hung, Michael Färber, Ricardo Campos, Masatoshi Yoshikawa |
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| System Effect Estimation by Sharding: A Comparison Between ANOVA Approaches to Detect Significant Differences |
Guglielmo Faggioli, Nicola Ferro |
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| Overview of PAN 2021: Authorship Verification, Profiling Hate Speech Spreaders on Twitter, and Style Change Detection - Extended Abstract |
Janek Bevendorff, Berta Chulvi, Gretel Liz De la Peña Sarracén, Mike Kestemont, Enrique Manjavacas, Ilia Markov, Maximilian Mayerl, Martin Potthast, Francisco Manuel Rangel Pardo, Paolo Rosso, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Magdalena Wolska, Eva Zangerle |
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| Reliability Prediction for Health-Related Content: A Replicability Study |
Marcos FernándezPichel, David E. Losada, Juan Carlos Pichel, David Elsweiler |
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| An Empirical Comparison of Web Page Segmentation Algorithms |
Johannes Kiesel, Lars Meyer, Florian Kneist, Benno Stein, Martin Potthast |
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2 |
| Robustness of Meta Matrix Factorization Against Strict Privacy Constraints |
Peter Müllner, Dominik Kowald, Elisabeth Lex |
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2 |
| BiGBERT: Classifying Educational Web Resources for Kindergarten-12th Grades |
Garrett Allen, Brody Downs, Aprajita Shukla, Casey Kennington, Jerry Alan Fails, Katherine Landau Wright, Maria Soledad Pera |
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2 |
| Social Media Popularity Prediction of Planned Events Using Deep Learning |
Sreekanth Madisetty, Maunendra Sankar Desarkar |
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code |
2 |
| Detecting and Forecasting Misinformation via Temporal and Geometric Propagation Patterns |
Qiang Zhang, Jonathan Cook, Emine Yilmaz |
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code |
2 |
| CLEF eHealth Evaluation Lab 2021 |
Lorraine Goeuriot, Hanna Suominen, Liadh Kelly, Laura Alonso Alemany, Nicola BrewSam, Viviana Cotik, Darío Filippo, Gabriela González Sáez, Franco Luque, Philippe Mulhem, Gabriella Pasi, Roland Roller, Sandaru Seneviratne, Jorge Vivaldi, Marco Viviani, Chenchen Xu |
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code |
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| ChEMU 2021: Reaction Reference Resolution and Anaphora Resolution in Chemical Patents |
Jiayuan He, Biaoyan Fang, Hiyori Yoshikawa, Yuan Li, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor |
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code |
2 |
| Classifying Scientific Publications with BERT - Is Self-attention a Feature Selection Method? |
Andrés GarcíaSilva, José Manuél GómezPérez |
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code |
2 |
| Drug and Disease Interpretation Learning with Biomedical Entity Representation Transformer |
Zulfat Miftahutdinov, Artur Kadurin, Roman Kudrin, Elena Tutubalina |
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code |
2 |
| On the Instability of Diminishing Return IR Measures |
Tetsuya Sakai |
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| You Get What You Chat: Using Conversations to Personalize Search-Based Recommendations |
Ghazaleh H. Torbati, Andrew Yates, Gerhard Weikum |
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| A Zero Attentive Relevance Matching Network for Review Modeling in Recommendation System |
Hansi Zeng, Zhichao Xu, Qingyao Ai |
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1 |
| Open-Domain Conversational Search Assistant with Transformers |
Rafael Ferreira, Mariana Leite, David Semedo, João Magalhães |
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1 |
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Abhishek Kaushik, Nicolas Loir, Gareth J. F. Jones |
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| Extracting Search Tasks from Query Logs Using a Recurrent Deep Clustering Architecture |
Luis Lugo, José G. Moreno, Gilles Hubert |
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| How Do Users Revise Zero-Hit Product Search Queries? |
Yuki Amemiya, Tomohiro Manabe, Sumio Fujita, Tetsuya Sakai |
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| Disparate Impact in Item Recommendation: A Case of Geographic Imbalance |
Elizabeth Gómez, Ludovico Boratto, Maria Salamó |
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1 |
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Denisa A. O. Roberts |
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1 |
| LEMONS: Listenable Explanations for Music recOmmeNder Systems |
Alessandro B. Melchiorre, Verena Haunschmid, Markus Schedl, Gerhard Widmer |
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| Aspect-Based Passage Retrieval with Contextualized Discourse Vectors |
JensMichalis Papaioannou, Manuel Mayrdorfer, Sebastian Arnold, Felix A. Gers, Klemens Budde, Alexander Löser |
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1 |
| The 2021 ImageCLEF Benchmark: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications |
Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Dina DemnerFushman, Sadid A. Hasan, Mourad Sarrouti, Obioma Pelka, Christoph M. Friedrich, Alba Garcia Seco de Herrera, Janadhip Jacutprakart, Vassili Kovalev, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Jon Chamberlain, Adrian F. Clark, Antonio Campello, Hassan Moustahfid, Thomas Oliver, Abigail Schulz, Paul Brie, Raul Berari, Dimitri Fichou, Andrei Tauteanu, Mihai Dogariu, LiviuDaniel Stefan, Mihai Gabriel Constantin, Jérôme Deshayes, Adrian Popescu |
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| Diagnosis Ranking with Knowledge Graph Convolutional Networks |
Bing Liu, Guido Zuccon, Wen Hua, Weitong Chen |
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| A Multi-task Approach to Neural Multi-label Hierarchical Patent Classification Using Transformers |
Subhash Chandra Pujari, Annemarie Friedrich, Jannik Strötgen |
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| Right for the Right Reasons: Making Image Classification Intuitively Explainable |
Anna Nguyen, Adrian Oberföll, Michael Färber |
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Takumi Takahashi, Motoki Taniguchi, Tomoki Taniguchi, Tomoko Ohkuma |
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| Multi-head Self-attention with Role-Guided Masks |
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| Signal Briefings: Monitoring News Beyond the Brand |
James Brill, Dyaa Albakour, José Esquivel, Udo Kruschwitz, Miguel Martinez, Jon Chamberlain |
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| Joint Autoregressive and Graph Models for Software and Developer Social Networks |
Rima Hazra, Hardik Aggarwal, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti |
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| An Argument Extraction Decoder in Open Information Extraction |
Yucheng Li, Yan Yang, Qinmin Hu, Chengcai Chen, Liang He |
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| AWESSOME: An Unsupervised Sentiment Intensity Scoring Framework Using Neural Word Embeddings |
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| LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges |
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| A Hierarchical Approach for Joint Extraction of Entities and Relations |
Siqi Xiao, Qi Zhang, Jinquan Sun, Yu Wang, Lei Zhang |
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