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2nd DESIRES 2021: Padova, Italy
- Omar Alonso, Stefano Marchesin, Marc Najork, Gianmaria Silvello:
Proceedings of the Second International Conference on Design of Experimental Search & Information REtrieval Systems, Padova, Italy, September 15-18, 2021. CEUR Workshop Proceedings 2950, CEUR-WS.org 2021 - Omar Alonso, Marc Najork, Gianmaria Silvello:
Preface. I-III
Keynote Talks
- Fabian M. Suchanek:
A Hitchhiker's Guide to Ontology. 1-2
Session 1: Systems
- Mayank Anand, Jiarui Zhang, Shane Ding, Ji Xin, Jimmy Lin:
Serverless BM25 Search and BERT Reranking. 3-9 - Chris Kamphuis, Arjen P. de Vries:
GeeseDB: A Python Graph Engine for Exploration and Search. 10-18 - David Maxwell, Claudia Hauff:
Developing ContemporaryWeb-Based Interaction Logging Infrastructure: The Design and Challenges of LogUI. 19-29
Session 2: Search Domains and Applications
- Aleksandar Bobic, Jean-Marie Le Goff, Christian Gütl:
Towards Supporting Complex Retrieval Tasks Through Graph-Based Information Retrieval and Visual Analytics. 30-37 - Benjamin Hättasch, Nadja Geisler, Carsten Binnig:
Netted?! How to Improve the Usefulness of Spider & Co. 38-43 - Monica Landoni, Theo Huibers, Mohammad Aliannejadi, Emiliana Murgia, Maria Soledad Pera:
Getting to Know You: Search Logs and Expert Grading to Define Children's Search Roles in the Classroom. 44-52
Session 3: Explorative search and querying
- Jeff Heflin, Brian D. Davison, Haiyan Jia:
Exploring Datasets via Cell-Centric Indexing. 53-60 - Guglielmo Faggioli, Stefano Marchesin:
What Makes a Query Semantically Hard? 61-69 - Roger B. Bradford:
Lessons Learned from 20 Years of Implementing LSI Applications. 70-79
Session 4: Conversational Search
- Krisztian Balog:
Conversational AI from an Information Retrieval Perspective: Remaining Challenges and a Case for User Simulation. 80-90 - Johannes Kiesel, Xiaoni Cai, Roxanne El Baff, Benno Stein, Matthias Hagen:
Toward Conversational Query Reformulation. 91-101 - Somin Wadhwa, Hamed Zamani:
Towards System-Initiative Conversational Information Seeking. 102-116 - Souvick Ghosh, Satanu Ghosh:
"Do Users Need Human-like Conversational Agents?" - Exploring Conversational System Design Using Framework of Human Needs. 117-127
Session 5: Search and user-generated content
- Kousuke Nagase, Hideo Joho:
Enhancing SNS ProfileWriting with a Search-Based Assistant System. 128-135 - David P. Sander, Laura Dietz:
EXAM: How to Evaluate Retrieve-and-Generate Systems for Users Who Do Not (Yet) Know What They Want. 136-146 - Eugene Yang, David D. Lewis, Ophir Frieder:
TAR on Social Media: A Framework for Online Content Moderation. 147-155
Session 6: Neural models
- Alberto Purpura, Gian Antonio Susto:
A Bayesian Neural Model for Documents' Relevance Estimation. 156-161 - Arian Askari, Suzan Verberne:
Combining Lexical and Neural Retrieval with Longformer-based Summarization for Effective Case Law Retrieval. 162-170
Session 7: Short papers and abstracts
- Serena Canu:
It's Messy Out There: DBC's Journey Towards its First Test Collection. 171-172 - Sophia Althammer:
RUDI: Real-Time Learning to Update Dense Retrieval Indices. 173-175 - Jimmy Lin, Xueguang Ma, Joel Mackenzie, Antonio Mallia:
On the Separation of Logical and Physical Ranking Models for Text Retrieval Applications. 176-178 - Benjamin Hättasch:
WannaDB: Ad-hoc Structured Exploration of Text Collections Using Queries. 179-180 - Hugo O. Sousa
:
Temporal Relation Extraction: The Event Ordering Task. 181-183 - Adam Jatowt
Timeline as Information Retrieval and Ranking Unit in News Search. 184-186 - Nadja Geisler:
Quest: A Query-driven Explanation Framework for Black-Box Classifiers on Tabular Data. 187-188 - Dima El Zein:
User Knowledge and Search Goals in Information Retrieval: A Benchmark and Study on the Evolution of Users' Knowledge Gain. 189-190 - Dirk Ahlers:
Searching in the Smart City? 191-192 - Yashar Moshfeghi:
NeuraSearch: Neuroscience and Information Retrieval. 193-194
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