Climate Finance Bench

28 May 2025

Papers citing "Climate Finance Bench"

25 / 25 papers shown

Title
Typed-RAG: Type-aware Multi-Aspect Decomposition for Non-Factoid Question Answering DongGeon Lee Ahjeong Park Hyeri Lee Hyeonseo Nam Yunho Maeng 45 2 0 20 Mar 2025
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Darren Edge Ha Trinh Newman Cheng Joshua Bradley Alex Chao Apurva Mody Steven Truitt Dasha Metropolitansky Robert Osazuwa Ness Jonathan Larson RALM 190 387 0 20 Feb 2025
Investigating Energy Efficiency and Performance Trade-offs in LLM Inference Across Tasks and DVFS Settings Paul Joe Maliakel Shashikant Ilager Ivona Brandić 63 2 0 14 Jan 2025
Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models Xiaojun Wu Junxi Liu Huanyi Su Zhouchi Lin Yiyan Qi ... Fuwei Wang Saizhuo Wang Fengrui Hua Jia Li Jian Guo 64 1 0 09 Nov 2024
Graph Retrieval-Augmented Generation: A Survey Boci Peng Yun Zhu Yongchao Liu Xiaohe Bo Haizhou Shi Chuntao Hong Yan Zhang Siliang Tang 3DV 82 86 0 15 Aug 2024
Searching for Best Practices in Retrieval-Augmented Generation Xiaohua Wang Zhenghua Wang Xuan Gao Feiran Zhang Yixin Wu ... Qi Qian Ruicheng Yin Changze Lv Xiaoqing Zheng Xuanjing Huang 74 50 0 01 Jul 2024
Language Model Cascades: Token-level uncertainty and beyond Neha Gupta Harikrishna Narasimhan Wittawat Jitkrittum A. S. Rawat A. Menon Sanjiv Kumar UQLM 99 47 0 15 Apr 2024
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 99 1,701 1 18 Dec 2023
FinanceBench: A New Benchmark for Financial Question Answering Pranab Islam Anand Kannappan Douwe Kiela Rebecca Qian Nino Scherrer Bertie Vidgen RALM 39 81 0 20 Nov 2023
FinGPT: Open-Source Financial Large Language Models Hongyang Yang Xiao-Yang Liu Chris Wang AIFin 43 216 0 09 Jun 2023
BloombergGPT: A Large Language Model for Finance Shijie Wu Ozan Irsoy Steven Lu Vadim Dabravolski Mark Dredze Sebastian Gehrmann P. Kambadur David S. Rosenberg Gideon Mann AIFin 195 811 0 30 Mar 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 789 13,788 0 15 Mar 2023
Augmented Language Models: a Survey Grégoire Mialon Roberto Dessì Maria Lomeli Christoforos Nalmpantis Ramakanth Pasunuru ... Jane Dwivedi-Yu Asli Celikyilmaz Edouard Grave Yann LeCun Thomas Scialom LRM KELM 65 378 0 15 Feb 2023
Toolformer: Language Models Can Teach Themselves to Use Tools Timo Schick Jane Dwivedi-Yu Roberto Dessì Roberta Raileanu Maria Lomeli Luke Zettlemoyer Nicola Cancedda Thomas Scialom SyDa RALM 101 1,670 0 09 Feb 2023
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 69 93 0 16 Nov 2022
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering Zhiyu Zoey Chen Shiyang Li Charese Smiley Zhiqiang Ma Sameena Shah William Yang Wang AIMat LRM AI4CE 94 103 0 07 Oct 2022
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 358 2,709 0 06 Oct 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 179 2,327 0 08 Feb 2022
FinQA: A Dataset of Numerical Reasoning over Financial Data Zhiyu Chen Wenhu Chen Charese Smiley Sameena Shah Iana Borova ... Reema N Moussa Matthew I. Beane Ting-Hao 'Kenneth' Huang Bryan R. Routledge Wenjie Wang AIMat 95 317 0 01 Sep 2021
Carbon Emissions and Large Neural Network Training David A. Patterson Joseph E. Gonzalez Quoc V. Le Chen Liang Lluís-Miquel Munguía D. Rothchild David R. So Maud Texier J. Dean AI4CE 321 658 0 21 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 372 1,013 0 17 Apr 2021
CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims Thomas Diggelmann Jordan L. Boyd-Graber Jannis Bulian Massimiliano Ciaramita Markus Leippold 77 200 0 01 Dec 2020
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering Gautier Izacard Edouard Grave RALM 106 1,141 0 02 Jul 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 533 41,106 0 28 May 2020
Green AI Roy Schwartz Jesse Dodge Noah A. Smith Oren Etzioni 85 1,124 0 22 Jul 2019