Search Results for author: Zengzhi Wang

Found 5 papers, 4 papers with code

Generative AI for Math: Part I -- MathPile: A Billion-Token-Scale Pretraining Corpus for Math

1 code implementation28 Dec 2023 Zengzhi Wang, Rui Xia, PengFei Liu

Our meticulous data collection and processing efforts included a complex suite of preprocessing, prefiltering, language identification, cleaning, filtering, and deduplication, ensuring the high quality of our corpus.

Language Identification Math +1

Ask Again, Then Fail: Large Language Models' Vacillations in Judgement

1 code implementation3 Oct 2023 Qiming Xie, Zengzhi Wang, Yi Feng, Rui Xia

We observe that current conversational language models often waver in their judgements when faced with follow-up questions, even if the original judgement was correct.

Negation

MEMD-ABSA: A Multi-Element Multi-Domain Dataset for Aspect-Based Sentiment Analysis

1 code implementation29 Jun 2023 Hongjie Cai, Nan Song, Zengzhi Wang, Qiming Xie, Qiankun Zhao, Ke Li, Siwei Wu, Shijie Liu, Jianfei Yu, Rui Xia

Aspect-based sentiment analysis is a long-standing research interest in the field of opinion mining, and in recent years, researchers have gradually shifted their focus from simple ABSA subtasks to end-to-end multi-element ABSA tasks.

Aspect-Based Sentiment Analysis Opinion Mining +1

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