Title
SMART: Self-Aware Agent for Tool Overuse Mitigation Cheng Qian Emre Can Acikgoz H. Wang Xiusi Chen Avirup Sil Dilek Hakkani-Tur Gokhan Tur Heng Ji LLMAG KELM LRM 155 9 0 17 Feb 2025
FinMTEB: Finance Massive Text Embedding Benchmark Yixuan Tang Yi Yang AIFin 157 2 0 16 Feb 2025
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models Haoyang Li Xuejia Chen Zhanchao Xu Darian Li Nicole Hu ... Yongbin Li Luyu Qiu C. Zhang Qing Li Lei Chen ELM LRM 107 1 0 16 Feb 2025
LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content Mohamed Bayan Kmainasi Ali Ezzat Shahroor Maram Hasanain Sahinur Rahman Laskar Naeemul Hassan Firoj Alam 76 2 0 20 Oct 2024
Do We Need Domain-Specific Embedding Models? An Empirical Investigation Yixuan Tang Yi Yang AIFin 168 6 0 27 Sep 2024
A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises Hejie Cui Jiaying Lu Shiyu Wang Shiyu Wang Wenjing Ma ... Fei Wang Carl Yang Mengdi Huai Fei Wang Carl Yang 120 12 0 07 Jun 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs Jinyang Li Binyuan Hui Ge Qu Jiaxi Yang Binhua Li ... Guoliang Li Kevin C. C. Chang Fei Huang Reynold Cheng Yongbin Li LMTD 128 418 0 04 May 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister ALM 330 557 0 03 May 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Helen Zhou LM&MA 208 678 0 26 Apr 2023
The Internal State of an LLM Knows When It's Lying A. Azaria Tom Michael Mitchell HILM 318 345 0 26 Apr 2023
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction Mohammadreza Pourreza Davood Rafiei ReLM LRM 80 354 0 21 Apr 2023
Text2Seg: Remote Sensing Image Semantic Segmentation via Text-Guided Visual Foundation Models Jielu Zhang Zhongliang Zhou Gengchen Mai Lan Mu Mengxuan Hu Sheng Li VLM 68 48 0 20 Apr 2023
GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information Qiao Jin Yifan Yang Qingyu Chen Zhiyong Lu LM&MA LLMAG 45 154 0 19 Apr 2023
Supporting Qualitative Analysis with Large Language Models: Combining Codebook with GPT-3 for Deductive Coding Ziang Xiao Xingdi Yuan Q. V. Liao Rania Abdelghani Pierre-Yves Oudeyer 70 145 0 17 Apr 2023
Can ChatGPT Forecast Stock Price Movements? Return Predictability and Large Language Models Alejandro Lopez-Lira Yuehua Tang AIFin 76 186 0 15 Apr 2023
On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence Gengchen Mai Weiming Huang Jin Sun Suhang Song Deepak Mishra ... Yingjie Hu Chris Cundy Ziyuan Li Rui Zhu Ni Lao AI4CE 99 133 0 13 Apr 2023
HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting Jiaying Lu Jiaming Shen Bo Xiong Wenjing Ma Steffen Staab Carl Yang 65 11 0 12 Apr 2023
Towards Generating Functionally Correct Code Edits from Natural Language Issue Descriptions Sarah Fakhoury Saikat Chakraborty Madan Musuvathi Shuvendu K. Lahiri 55 21 0 07 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 409 1,975 0 07 Apr 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 228 625 0 06 Apr 2023
Document-Level Machine Translation with Large Language Models Longyue Wang Chenyang Lyu Tianbo Ji Zhirui Zhang Dian Yu Shuming Shi Zhaopeng Tu ELM 87 125 0 05 Apr 2023
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models Zhiqiang Hu Lei Wang Yihuai Lan Wanyu Xu Ee-Peng Lim Lidong Bing Xing Xu Soujanya Poria Roy Ka-wei Lee ALM 117 272 0 04 Apr 2023
Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language Models Yi-Hsien Liu Tianle Han Siyuan Ma Jia-Yu Zhang Yuanyu Yang ... Xiang Li Ning Qiang Dingang Shen Tianming Liu Bao Ge ALM ELM AI4CE LM&MA LLMAG 82 504 0 04 Apr 2023
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face Yongliang Shen Kaitao Song Xu Tan Dongsheng Li Weiming Lu Yueting Zhuang MLLM 128 911 0 30 Mar 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 234 853 0 30 Mar 2023
TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs Yaobo Liang Chenfei Wu Ting Song Wenshan Wu Yan Xia ... Shaoguang Mao Yuntao Wang Linjun Shou Ming Gong Nan Duan LLMAG CLL 81 205 0 29 Mar 2023
LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention Renrui Zhang Jiaming Han Chris Liu Peng Gao Aojun Zhou Xiangfei Hu Shilin Yan Pan Lu Hongsheng Li Yu Qiao MLLM 166 787 0 28 Mar 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? Chaoning Zhang Chenshuang Zhang Sheng Zheng Yu Qiao Chenghao Li ... Lik-Hang Lee Yang Yang Heng Tao Shen In So Kweon Choong Seon Hong 178 169 0 21 Mar 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Muhammad Usama Junaid Qadir 148 48 0 21 Mar 2023
A Short Survey of Viewing Large Language Models in Legal Aspect Zhongxiang Sun AILaw ELM 108 69 0 16 Mar 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark Gales HILM LRM 197 447 0 15 Mar 2023
ViperGPT: Visual Inference via Python Execution for Reasoning Dídac Surís Sachit Menon Carl Vondrick MLLM LRM ReLM 120 466 0 14 Mar 2023
ChatGPT Participates in a Computer Science Exam Sebastian Bordt U. V. Luxburg ELM 78 41 0 08 Mar 2023
Does Synthetic Data Generation of LLMs Help Clinical Text Mining? Ruixiang Tang Xiaotian Han Xiaoqian Jiang Helen Zhou LM&MA AI4MH SyDa 84 186 0 08 Mar 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 102 549 0 07 Mar 2023
Dynamic Prompting: A Unified Framework for Prompt Tuning Xianjun Yang Wei Cheng Xujiang Zhao Wenchao Yu Linda R. Petzold Haifeng Chen VLM 105 15 0 06 Mar 2023
Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners Renrui Zhang Xiangfei Hu Bohao Li Siyuan Huang Hanqiu Deng Hongsheng Li Yu Qiao Peng Gao VLM MLLM 80 180 0 03 Mar 2023
Language Is Not All You Need: Aligning Perception with Language Models Shaohan Huang Li Dong Wenhui Wang Y. Hao Saksham Singhal ... Johan Bjorck Vishrav Chaudhary Subhojit Som Xia Song Furu Wei VLM LRM MLLM 125 565 0 27 Feb 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.5K 13,472 0 27 Feb 2023
Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback Baolin Peng Michel Galley Pengcheng He Hao Cheng Yujia Xie ... Qiuyuan Huang Lars Liden Zhou Yu Weizhu Chen Jianfeng Gao KELM HILM LRM 95 399 0 24 Feb 2023
Dr ChatGPT, tell me what I want to hear: How prompt knowledge impacts health answer correctness Guido Zuccon Bevan Koopman KELM AI4MH MedIm 57 41 0 23 Feb 2023
An Independent Evaluation of ChatGPT on Mathematical Word Problems (MWP) Paulo Shakarian Abhinav Koyyalamudi Noel Ngu Lakshmivihari Mareedu 89 66 0 23 Feb 2023
Do We Still Need Clinical Language Models? Eric P. Lehman Evan Hernandez Diwakar Mahajan Jonas Wulff Micah J. Smith Zachary M. Ziegler Daniel Nadler Peter Szolovits Alistair E. W. Johnson Emily Alsentzer LM&MA AI4MH 86 140 0 16 Feb 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 93 391 0 15 Feb 2023
ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models Sheng Wang Zihao Zhao Xi Ouyang Qian Wang Dinggang Shen LM&MA MedIm 71 143 0 14 Feb 2023
AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models Alexandra Chronopoulou Matthew E. Peters Alexander Fraser Jesse Dodge MoMe 86 71 0 14 Feb 2023
Learning gain differences between ChatGPT and human tutor generated algebra hints Z. Pardos Shreya Bhandari 60 113 0 14 Feb 2023
Can GPT-3 Perform Statutory Reasoning? Andrew Blair-Stanek Nils Holzenberger Benjamin Van Durme ELM LRM 111 100 0 13 Feb 2023
Scamming the Scammers: Using ChatGPT to Reply Mails for Wasting Time and Resources E. Cambiaso L. Caviglione 32 24 0 10 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 176 1,772 0 09 Feb 2023