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This paper presents a new test collection for Legal IR, FALQU: FindingAnswers to Legal Questions, where questions and answers were obtained from LawStack Exchange (LawSE), a Q&A website for legal professionals, and others withexperience in law. Much in line with Stack overflow, Law Stack Exchange has avariety of questions on different topics such as copyright, intellectualproperty, and criminal laws, making it an interesting source for datasetconstruction. Questions are also not limited to one country. Often, users ofdifferent nationalities may ask questions about laws in different countries andexpertise. Therefore, questions in FALQU represent real-world users'information needs thus helping to avoid lab-generated questions. Answers on theother side are given by experts in the field. FALQU is the first testcollection, to the best of our knowledge, to use LawSE, considering morediverse questions than the questions from the standard legal bar and judicialexams. It contains 9880 questions and 34,145 answers to legal questions.Alongside our new test collection, we provide different baseline systems thatinclude traditional information retrieval models such as TF-IDF and BM25, anddeep neural network search models. The results obtained from the BM25 modelachieved the highest effectiveness.

FALQU: Finding Answers to Legal Questions