Publication details
Overview of ARQMath-3 (2022): Third CLEF Lab on Answer Retrieval for Questions on Math (Working Notes Version)
| Authors | |
|---|---|
| Year of publication | 2022 |
| Type | Article in Proceedings |
| Conference | Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum |
| MU Faculty or unit | |
| Citation | |
| Web | fulltext PDF |
| Keywords | information retrieval; sparse retrieval; dense retrieval; soft vector space model; math representations; word embeddings; constrained positional weighting; decontextualization; word2vec; transformers |
| Description | This paper provides an overview of the third and final year of the Answer Retrieval for Questions on Math (ARQMath-3) lab, run as part of CLEF 2022. ARQMath has aimed to introduce test collections for math-aware information retrieval. ARQMath-3 has two main tasks, Answer Retrieval (Task 1) and Formula Search (Task 2), along with a new pilot task Open Domain Question Answering (Task 3). Nine teams participated in ARQMath-3, submitting 33 runs for Task 1, 19 runs for Task 2, and 13 runs for Task 3. Tasks, topics, evaluation protocols, and results for each task are presented in this lab overview. |