Search Results for author: Haoqiang Kang

Found 6 papers, 3 papers with code

Flow of Reasoning:Training LLMs for Divergent Problem Solving with Minimal Examples

1 code implementation9 Jun 2024 Fangxu Yu, Lai Jiang, Haoqiang Kang, Shibo Hao, Lianhui Qin

To fill this gap, we propose Flow of Reasoning (FoR), an efficient diversity-seeking LLM finetuning method aimed at improving reasoning quality and diversity with minimal data.

ARC Diversity +5

FinBen: A Holistic Financial Benchmark for Large Language Models

2 code implementations20 Feb 2024 Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng, Yuechen Jiang, Zhiyuan Yao, Haohang Li, Yangyang Yu, Gang Hu, Jiajia Huang, Xiao-Yang Liu, Alejandro Lopez-Lira, Benyou Wang, Yanzhao Lai, Hao Wang, Min Peng, Sophia Ananiadou, Jimin Huang

Our evaluation of 15 representative LLMs, including GPT-4, ChatGPT, and the latest Gemini, reveals several key findings: While LLMs excel in IE and textual analysis, they struggle with advanced reasoning and complex tasks like text generation and forecasting.

Question Answering RAG +2

Comparing Hallucination Detection Metrics for Multilingual Generation

no code implementations16 Feb 2024 Haoqiang Kang, Terra Blevins, Luke Zettlemoyer

While many hallucination detection techniques have been evaluated on English text, their effectiveness in multilingual contexts remains unknown.

Hallucination Natural Language Inference +1

Translate to Disambiguate: Zero-shot Multilingual Word Sense Disambiguation with Pretrained Language Models

no code implementations26 Apr 2023 Haoqiang Kang, Terra Blevins, Luke Zettlemoyer

To better understand this contrast, we present a new study investigating how well PLMs capture cross-lingual word sense with Contextual Word-Level Translation (C-WLT), an extension of word-level translation that prompts the model to translate a given word in context.

Translation Word Sense Disambiguation

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