Title
A Survey on the Integration of Generative AI for Critical Thinking in Mobile Networks Athanasios Karapantelakis Alexandros Nikou Ajay Kattepur Jean Martins Leonid Mokrushin S. Mohalik Marin Orlic Aneta Vulgarakis Feljan 24 1 0 10 Apr 2024
Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking Xiaokang Zhang Zijun Yao Jing Zhang Kaifeng Yun Jifan Yu Juan-Zi Li Jie Tang HILM 32 2 0 10 Apr 2024
Exploring Autonomous Agents through the Lens of Large Language Models: A Review Saikat Barua LM&MA LLMAG 25 15 0 05 Apr 2024
A State-of-the-practice Release-readiness Checklist for Generative AI-based Software Products Harsh Patel Dominique Boucher Emad Fallahzadeh Ahmed E. Hassan Bram Adams ELM 25 3 0 27 Mar 2024
BLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models Haitao Li Qingyao Ai Jia Chen Qian Dong Zhijing Wu Yiqun Liu Chong Chen Qi Tian AILaw 51 13 0 27 Mar 2024
KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation Xindi Luo Zequn Sun Jing-xin Zhao Zhe Zhao Wei Hu KELM 24 3 0 22 Mar 2024
Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning Maksym Taranukhin Vered Shwartz E. Milios LRM 31 6 0 22 Mar 2024
Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models Zehui Chen Kuikun Liu Qiuchen Wang Wenwei Zhang Jiangning Liu Dahua Lin Kai-xiang Chen Feng Zhao LLMAG ALM AIFin 59 27 0 19 Mar 2024
Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering Armin Toroghi Willis Guo Mohammad Mahdi Torabi pour Scott Sanner LRM 20 7 0 03 Mar 2024
AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks Jiacen Xu Jack W. Stokes Geoff McDonald Xuesong Bai David Marshall Siyue Wang Adith Swaminathan Zhou Li 40 49 0 02 Mar 2024
Leveraging Prompt-Based Large Language Models: Predicting Pandemic Health Decisions and Outcomes Through Social Media Language Xi Ding Buse Çarik U. Gunturi Valerie F. Reyna Eugenia H. Rho 25 7 0 01 Mar 2024
Navigating Hallucinations for Reasoning of Unintentional Activities Shresth Grover Vibhav Vineet Y. S. Rawat LRM 42 1 0 29 Feb 2024
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models Xinran Zhao Hongming Zhang Xiaoman Pan Wenlin Yao Dong Yu Tongshuang Wu Jianshu Chen HILM LRM 27 4 0 27 Feb 2024
HiGPT: Heterogeneous Graph Language Model Jiabin Tang Yuhao Yang Wei Wei Lei Shi Long Xia Dawei Yin Chao Huang 39 20 0 25 Feb 2024
Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? Ning Bian Xianpei Han Hongyu Lin Yaojie Lu Ben He Le Sun 26 1 0 22 Feb 2024
The Lay Person's Guide to Biomedicine: Orchestrating Large Language Models Zheheng Luo Qianqian Xie Sophia Ananiadou 38 0 0 21 Feb 2024
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs Minh-Vuong Nguyen Linhao Luo Fatemeh Shiri Dinh Q. Phung Yuan-Fang Li Thuy-Trang Vu Gholamreza Haffari KELM LRM 21 9 0 17 Feb 2024
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models Yougang Lyu Lingyong Yan Shuaiqiang Wang Haibo Shi Dawei Yin Pengjie Ren Zhumin Chen Maarten de Rijke Zhaochun Ren 16 5 0 17 Feb 2024
Can Separators Improve Chain-of-Thought Prompting? Yoonjeong Park Hyunjin Kim Chanyeol Choi Junseong Kim Jy-yong Sohn LRM ReLM 19 1 0 16 Feb 2024
Large Language Models are Few-shot Generators: Proposing Hybrid Prompt Algorithm To Generate Webshell Escape Samples Mingrui Ma Lansheng Han Chunjie Zhou SILM AAML 68 1 0 12 Feb 2024
Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples Qingkai Zeng Yuyang Bai Zhaoxuan Tan Shangbin Feng Zhenwen Liang Zhihan Zhang Meng-Long Jiang AI4CE 46 11 0 12 Feb 2024
Knowledge Generation for Zero-shot Knowledge-based VQA Rui Cao Jing Jiang 19 2 0 04 Feb 2024
Integrating Large Language Models in Causal Discovery: A Statistical Causal Approach Masayuki Takayama Tadahisa Okuda Thong Pham T. Ikenoue Shingo Fukuma Shohei Shimizu Akiyoshi Sannai 73 16 0 02 Feb 2024
Two Heads Are Better Than One: Integrating Knowledge from Knowledge Graphs and Large Language Models for Entity Alignment Linyao Yang Hongyang Chen Xiao Wang Jing Yang Fei-Yue Wang Han Liu 23 4 0 30 Jan 2024
Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts? Hexiang Tan Fei Sun Wanli Yang Yuanzhuo Wang Qi Cao Xueqi Cheng 25 11 0 22 Jan 2024
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs Haritz Puerto Martin Tutek Somak Aditya Xiaodan Zhu Iryna Gurevych ReCod ReLM LRM 43 9 0 18 Jan 2024
Large Language Models are Null-Shot Learners Pittawat Taveekitworachai Febri Abdullah R. Thawonmas LRM 16 2 0 16 Jan 2024
AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning Shuofei Qiao Ningyu Zhang Runnan Fang Yujie Luo Wangchunshu Zhou Yuchen Eleanor Jiang Chengfei Lv Huajun Chen LLMAG 33 32 0 10 Jan 2024
Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought Limin Zheng Hao Fei Fei Li Bobo Li Lizi Liao Donghong Ji Chong Teng 21 7 0 23 Dec 2023
CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models Dan Shi Chaobin You Jian-Tao Huang Taihao Li Deyi Xiong LRM 30 0 0 20 Dec 2023
Resolving Crash Bugs via Large Language Models: An Empirical Study Xueying Du Mingwei Liu Juntao Li Hanlin Wang Xin Peng Yiling Lou LRM 14 8 0 16 Dec 2023
Knowledge-Aware Artifact Image Synthesis with LLM-Enhanced Prompting and Multi-Source Supervision Shengguang Wu Zhenglun Chen Qi Su DiffM 19 0 0 13 Dec 2023
Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects Jian Hu Jiayi Lin Weitong Cai Shaogang Gong VLM 22 25 0 12 Dec 2023
NovaCOMET: Open Commonsense Foundation Models with Symbolic Knowledge Distillation Peter West Ronan Le Bras Taylor Sorensen Bill Yuchen Lin Liwei Jiang ... Khyathi Raghavi Chandu Jack Hessel Ashutosh Baheti Chandra Bhagavatula Yejin Choi VLM 21 10 0 10 Dec 2023
On Exploring the Reasoning Capability of Large Language Models with Knowledge Graphs Pei-Chi Lo Yiting Tsai Ee-Peng Lim San-Yih Hwang LRM 17 3 0 01 Dec 2023
IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions Zhebin Zhang Xinyu Zhang Yuanhang Ren Saijiang Shi Meng Han Yongkang Wu Ruofei Lai Zhao Cao RALM LRM 19 15 0 30 Nov 2023
A Survey on Prompting Techniques in LLMs Prabin Bhandari 24 6 0 28 Nov 2023
Boosting Audio-visual Zero-shot Learning with Large Language Models Haoxing Chen Yaohui Li Yan Hong Zizheng Huang Zhuoer Xu Zhangxuan Gu Jun Lan Huijia Zhu Weiqiang Wang VLM 32 1 0 21 Nov 2023
Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations Jing Yao Wei Xu Jianxun Lian Xiting Wang Xiaoyuan Yi Xing Xie ALM 25 18 0 16 Nov 2023
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 32 81 0 14 Nov 2023
How are Prompts Different in Terms of Sensitivity? Sheng Lu Hendrik Schuff Iryna Gurevych 32 18 0 13 Nov 2023
Sentiment Analysis through LLM Negotiations Xiaofei Sun Xiaoya Li Shengyu Zhang Shuhe Wang Fei Wu Jiwei Li Tianwei Zhang Guoyin Wang 27 16 0 03 Nov 2023
CASE: Commonsense-Augmented Score with an Expanded Answer Space Wenkai Chen Sahithya Ravi Vered Shwartz 19 0 0 03 Nov 2023
Knowledge Corpus Error in Question Answering Yejoon Lee Philhoon Oh James Thorne 21 2 0 27 Oct 2023
Interpreting Answers to Yes-No Questions in User-Generated Content Shivam Mathur Keun Hee Park Dhivya Chinnappa Saketh Kotamraju Eduardo Blanco 18 0 0 24 Oct 2023
Unleashing the potential of prompt engineering in Large Language Models: a comprehensive review Banghao Chen Zhaofeng Zhang Nicolas Langrené Shengxin Zhu LLMAG 21 2 0 23 Oct 2023
Efficient Cross-Task Prompt Tuning for Few-Shot Conversational Emotion Recognition Yige Xu Zhiwei Zeng Zhiqi Shen VLM 23 3 0 23 Oct 2023
Merging Generated and Retrieved Knowledge for Open-Domain QA Yunxiang Zhang Muhammad Khalifa Lajanugen Logeswaran Moontae Lee Honglak Lee Lu Wang RALM 26 37 0 22 Oct 2023
Prompt Engineering Through the Lens of Optimal Control Yifan Luo Yiming Tang Chengfeng Shen Zhennan Zhou Bin Dong OffRL 25 6 0 22 Oct 2023
POSQA: Probe the World Models of LLMs with Size Comparisons Chang Shu Jiuzhou Han Fangyu Liu Ehsan Shareghi Nigel Collier 12 2 0 20 Oct 2023