52 citations · 131 across the 21 of their papers we have counts for
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cs.CL2022★ 1 cited
Isotropic Representation Can Improve Dense Retrieval
Euna Jung, Jungwon Park, Jaekeol Choi +2
The recent advancement in language representation modeling has broadly affected the design of dense retrieval models. In particular, many of the high-performing dense retrieval mod…
cs.CL2021★ 11 cited
Semi-Siamese Bi-encoder Neural Ranking Model Using Lightweight Fine-Tuning
Euna Jung, Jaekeol Choi, Wonjong Rhee
A BERT-based Neural Ranking Model (NRM) can be either a crossencoder or a bi-encoder. Between the two, bi-encoder is highly efficient because all the documents can be pre-processed…