4 citations · 5 across the 4 of their papers we have counts for
4 papers
MiMoTable: A Multi-scale Spreadsheet Benchmark with Meta Operations for Table Reasoning
Zheng Li, Yang Du, Mao Zheng +1
Extensive research has been conducted to explore the capability of Large Language Models (LLMs) for table reasoning and has significantly improved the performance on existing bench…
Large Language Models as Zero-Shot Keyphrase Extractors: A Preliminary Empirical Study
Mingyang Song, Xuelian Geng, Songfang Yao +3
Zero-shot keyphrase extraction aims to build a keyphrase extractor without training by human-annotated data, which is challenging due to the limited human intervention involved. Ch…
Recognizable Information Bottleneck
Yilin Lyu, Xin Liu, Mingyang Song +4
Information Bottlenecks (IBs) learn representations that generalize to unseen data by information compression. However, existing IBs are practically unable to guarantee generalizat…
Topic-Aware Encoding for Extractive Summarization
Mingyang Song, Liping Jing
Document summarization provides an instrument for faster understanding the collection of text documents and has several real-life applications. With the growth of online text data,…