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20212023
most citedLessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification

7 citations · 16 across the 6 of their papers we have counts for

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cs.CL2023★ 7 cited

RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL

Haoyang Li, Jing Zhang, Cuiping Li +1

One of the recent best attempts at Text-to-SQL is the pre-trained language model. Due to the structural property of the SQL queries, the seq2seq model takes the responsibility of p…

cs.CL2021★ 2 cited

Injecting Numerical Reasoning Skills into Knowledge Base Question Answering Models

Yu Feng, Jing Zhang, Xiaokang Zhang +3

Embedding-based methods are popular for Knowledge Base Question Answering (KBQA), but few current models have numerical reasoning skills and thus struggle to answer ordinal constra…