Vectorizing string entries for data processing on tables: when are larger language models better?

15 December 2023

Papers citing "Vectorizing string entries for data processing on tables: when are larger language models better?"

5 / 5 papers shown

Title
PORTAL: Scalable Tabular Foundation Models via Content-Specific Tokenization Marco Spinaci Marek Polewczyk Johannes Hoffart Markus C. Kohler Sam Thelin Tassilo Klein LMTD 23 2 0 17 Oct 2024
FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU Ying Sheng Lianmin Zheng Binhang Yuan Zhuohan Li Max Ryabinin ... Joseph E. Gonzalez Percy Liang Christopher Ré Ion Stoica Ce Zhang 141 365 0 13 Mar 2023
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 201 412 0 24 Jan 2022
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Nandan Thakur Nils Reimers Johannes Daxenberger Iryna Gurevych 190 237 0 16 Oct 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 220 4,424 0 23 Jan 2020