Yes, BM25 is a Strong Baseline for Legal Case Retrieval

04/26/2021

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We describe our single submission to task 1 of COLIEE 2021. Our vanilla BM25 got second place, well above the median of submissions. Code is available at https://github.com/neuralmind-ai/coliee.

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Yes, BM25 is a Strong Baseline for Legal Case Retrieval

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Yes, BM25 is a Strong Baseline for Legal Case Retrieval

Related Research

SimpleDG: Simple Domain Generalization Baseline without Bells and Whistles

Vilio: State-of-the-art Visio-Linguistic Models applied to Hateful Memes

Leveraging Text and Knowledge Bases for Triple Scoring: An Ensemble Approach - The BOKCHOY Triple Scorer at WSDM Cup 2017

Editing a classifier by rewriting its prediction rules

Accelerating Translational Image Registration for HDR Images on GPU

Domain Intersection and Domain Difference

TAPA: A Scalable Task-Parallel Dataflow Programming Framework for Modern FPGAs with Co-Optimization of HLS and Physical Design