Title
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Min Zhang Björn W. Schuller LM&MA AuLLM 188 39 0 24 Aug 2023
A Theory of Intelligences M. Hochberg 64 1 0 23 Aug 2023
How to Protect Copyright Data in Optimization of Large Language Models? T. Chu Zhao Song Chiwun Yang 85 31 0 23 Aug 2023
Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments M. Rigaki Ondrej Lukás C. Catania Sebastian Garcia LLMAG 63 14 0 23 Aug 2023
PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine Chenrui Zhang Lina Liu Jinpeng Wang Chuyuan Wang Xiaodi Sun Hongyu Wang Mingchen Cai LLMAG 80 25 0 23 Aug 2023
From Instructions to Intrinsic Human Values -- A Survey of Alignment Goals for Big Models Jing Yao Xiaoyuan Yi Xiting Wang Jindong Wang Xing Xie ALM 95 44 0 23 Aug 2023
Diagnosing Infeasible Optimization Problems Using Large Language Models Hao Chen Gonzalo E. Constante-Flores Canzhou Li AI4CE 109 23 0 23 Aug 2023
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Quanquan Gu DiffM 188 19 0 23 Aug 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 173 1,332 0 22 Aug 2023
Generalising sequence models for epigenome predictions with tissue and assay embeddings J. Deasy R. Schwessinger Ferran Gonzalez Stephen Young K. Branson 13 1 0 22 Aug 2023
Evaluating Large Language Models on Graphs: Performance Insights and Comparative Analysis Chang Liu Bo Wu 81 24 0 22 Aug 2023
Diversity Measures: Domain-Independent Proxies for Failure in Language Model Queries Noel Ngu Nathaniel Lee Paulo Shakarian 76 4 0 22 Aug 2023
Artificial Intelligence and Aesthetic Judgment Jessica Hullman Ari Holtzman Andrew Gelman 43 3 0 21 Aug 2023
Instruction Tuning for Large Language Models: A Survey Shengyu Zhang Linfeng Dong Xiaoya Li Sen Zhang Xiaofei Sun ... Jiwei Li Runyi Hu Tianwei Zhang Leilei Gan Guoyin Wang LM&MA 110 610 0 21 Aug 2023
Large Language Models for Software Engineering: A Systematic Literature Review Xinying Hou Yanjie Zhao Yue Liu Zhou Yang Kailong Wang Li Li Xiapu Luo David Lo John C. Grundy Haoyu Wang 137 440 0 21 Aug 2023
Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning Dingzirui Wang Longxu Dou Wenbin Zhang Junyu Zeng Wanxiang Che AIMat 62 6 0 21 Aug 2023
GPT-in-the-Loop: Adaptive Decision-Making for Multiagent Systems Nathalia Nascimento Paulo S. C. Alencar Donald D. Cowan LLMAG AI4CE 53 12 0 21 Aug 2023
A Human-on-the-Loop Optimization Autoformalism Approach for Sustainability Ming Jin Bilgehan Sel Fnu Hardeep W. Yin AI4CE 45 2 0 20 Aug 2023
CharacterChat: Learning towards Conversational AI with Personalized Social Support Quan Tu Chuanqi Chen Jinpeng Li Yanran Li Shuo Shang Dongyan Zhao Ran Wang Rui Yan 111 53 0 20 Aug 2023
LMTuner: An user-friendly and highly-integrable Training Framework for fine-tuning Large Language Models Yixuan Weng Zhiqi Wang Huanxuan Liao Shizhu He Shengping Liu Kang Liu Jun Zhao 69 3 0 20 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yang Liu Gao Huang LLMAG 121 227 0 20 Aug 2023
PACE: Improving Prompt with Actor-Critic Editing for Large Language Model Yihong Dong Kangcheng Luo Xue Jiang Zhi Jin Ge Li LRM KELM 107 9 0 19 Aug 2023
Large Language Models as Zero-Shot Conversational Recommenders Zhankui He Zhouhang Xie Rahul Jha Harald Steck Dawen Liang Yesu Feng Bodhisattwa Prasad Majumder Nathan Kallus Julian McAuley 137 143 0 19 Aug 2023
GameEval: Evaluating LLMs on Conversational Games Dan Qiao Chenfei Wu Yaobo Liang Juntao Li Nan Duan ELM LLMAG 74 25 0 19 Aug 2023
FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models Liwen Zhang Wei Cai Zhaowei Liu Zhi Yang Wei Dai ... Zhiqiang Liu Zhoufan Zhu Anbo Wu Xinnan Guo Yun Chen ELM ALM 59 29 0 19 Aug 2023
Tackling Vision Language Tasks Through Learning Inner Monologues Diji Yang Kezhen Chen Jinmeng Rao Xiaoyuan Guo Yawen Zhang Jie Yang Yize Zhang MLLM 99 11 0 19 Aug 2023
Data-to-text Generation for Severely Under-Resourced Languages with GPT-3.5: A Bit of Help Needed from Google Translate Michela Lorandi Anya Belz 46 5 0 19 Aug 2023
Eva-KELLM: A New Benchmark for Evaluating Knowledge Editing of LLMs Suhang Wu Minlong Peng Yue Chen Jinsong Su Mingming Sun KELM 84 39 0 19 Aug 2023
RAH! RecSys-Assistant-Human: A Human-Centered Recommendation Framework with LLM Agents Yubo Shu Haonan Zhang Hansu Gu Peng Zhang Tun Lu Dongsheng Li Ning Gu 78 19 0 19 Aug 2023
Inductive-bias Learning: Generating Code Models with Large Language Model Toma Tanaka Naofumi Emoto Tsukasa Yumibayashi AI4CE 61 0 0 19 Aug 2023
Synergistic Integration of Large Language Models and Cognitive Architectures for Robust AI: An Exploratory Analysis Oscar J. Romero John Zimmerman Aaron Steinfeld A. Tomasic LLMAG LM&Ro 71 16 0 18 Aug 2023
Graph of Thoughts: Solving Elaborate Problems with Large Language Models Maciej Besta Nils Blach Aleš Kubíček Robert Gerstenberger Michal Podstawski ... Joanna Gajda Tomasz Lehmann H. Niewiadomski Piotr Nyczyk Torsten Hoefler LRM AI4CE LM&Ro 189 716 0 18 Aug 2023
Tree-of-Mixed-Thought: Combining Fast and Slow Thinking for Multi-hop Visual Reasoning Pengbo Hu Jingxian Qi Xingyu Li Hong Li Xinqi Wang Bing Quan Ruiyu Wang Yi Zhou LRM LLMAG 85 16 0 18 Aug 2023
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang LRM OSLM 303 468 0 18 Aug 2023
MaScQA: A Question Answering Dataset for Investigating Materials Science Knowledge of Large Language Models Mohd Zaki J. Jayadeva Mausam N. M. A. Krishnan ELM 41 5 0 17 Aug 2023
Uni-NLX: Unifying Textual Explanations for Vision and Vision-Language Tasks Fawaz Sammani Nikos Deligiannis 48 5 0 17 Aug 2023
CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation Dong Huang Qi Bu Yuhao Qing Heming Cui LRM 90 19 0 17 Aug 2023
LLM-FuncMapper: Function Identification for Interpreting Complex Clauses in Building Codes via LLM Zhe Zheng Ke Chen Xin Cao Xin-Zheng Lu Jia Lin 47 7 0 17 Aug 2023
Learning the meanings of function words from grounded language using a visual question answering model Eva Portelance Michael C. Frank Dan Jurafsky NAI 82 7 0 16 Aug 2023
Boosting Logical Reasoning in Large Language Models through a New Framework: The Graph of Thought Bin Lei Pei-Hung Lin C. Liao Caiwen Ding ReLM ELM LRM AI4CE 78 40 0 16 Aug 2023
High-Fidelity Lake Extraction via Two-Stage Prompt Enhancement: Establishing a Novel Baseline and Benchmark Ben Chen Xuechao Zou Keqin Li Yu-an Zhang Junliang Xing Pin Tao 33 1 0 16 Aug 2023
MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation Junru Lu Siyu An Mingbao Lin Gabriele Pergola Yulan He Di Yin Xing Sun Yunsheng Wu 127 40 0 16 Aug 2023
Teach LLMs to Personalize -- An Approach inspired by Writing Education Cheng Li Mingyang Zhang Qiaozhu Mei Yaqing Wang Spurthi Amba Hombaiah Yi Liang Michael Bendersky AI4Ed 95 41 0 15 Aug 2023
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification Aojun Zhou Ke Wang Zimu Lu Weikang Shi Sichun Luo ... Shaoqing Lu Anya Jia Linqi Song Mingjie Zhan Hongsheng Li ReLM LRM 82 159 0 15 Aug 2023
Through the Lens of Core Competency: Survey on Evaluation of Large Language Models Ziyu Zhuang Qiguang Chen Longxuan Ma Mingda Li Yi Han Yushan Qian Haopeng Bai Zixian Feng Weinan Zhang Ting Liu ELM 80 13 0 15 Aug 2023
Forward-Backward Reasoning in Large Language Models for Mathematical Verification Weisen Jiang Han Shi L. Yu Zheng Liu Yu Zhang Zhenguo Li James T. Kwok LRM 132 31 0 15 Aug 2023
A Survey on Model Compression for Large Language Models Xunyu Zhu Jian Li Yong Liu Can Ma Weiping Wang 139 233 0 15 Aug 2023
Exploring the Intersection of Large Language Models and Agent-Based Modeling via Prompt Engineering Edward Junprung LLMAG 34 14 0 14 Aug 2023
The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation Patrick Fernandes Daniel Deutsch M. Finkelstein Parker Riley André F. T. Martins Graham Neubig Ankush Garg J. Clark Markus Freitag Orhan Firat LRM 108 72 0 14 Aug 2023
Position: Key Claims in LLM Research Have a Long Tail of Footnotes Anna Rogers A. Luccioni 160 21 0 14 Aug 2023