Title
The Oscars of AI Theater: A Survey on Role-Playing with Language Models Nuo Chen Yan Wang Yang Deng Jia Li 124 21 0 16 Jul 2024
Reflective Instruction Tuning: Mitigating Hallucinations in Large Vision-Language Models Jinrui Zhang Teng Wang Haigang Zhang Ping Lu Feng Zheng MLLM LRM VLM 92 4 0 16 Jul 2024
Thorns and Algorithms: Navigating Generative AI Challenges Inspired by Giraffes and Acacias Waqar Hussain 102 1 0 16 Jul 2024
COMET: "Cone of experience" enhanced large multimodal model for mathematical problem generation Sannyuya Liu Jintian Feng Zongkai Yang Yawei Luo Qian Wan Xiaoxuan Shen Jianwen Sun 90 7 0 16 Jul 2024
A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting He Chang Chenchen Ye Zhulin Tao Jie Wu Zhengmao Yang Yunshan Ma Xianglin Huang Tat-Seng Chua AI4TS 91 2 0 16 Jul 2024
Does Refusal Training in LLMs Generalize to the Past Tense? Maksym Andriushchenko Nicolas Flammarion 147 36 0 16 Jul 2024
AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models Lei Ren Haiteng Wang Yang Tang Yang Tang Chunhua Yang AI4TS AI4CE 152 5 0 16 Jul 2024
Situated Instruction Following So Yeon Min Xavi Puig Devendra Singh Chaplot Tsung-Yen Yang Akshara Rai Priyam Parashar Ruslan Salakhutdinov Yonatan Bisk Roozbeh Mottaghi 68 2 0 15 Jul 2024
Social and Ethical Risks Posed by General-Purpose LLMs for Settling Newcomers in Canada I. Nejadgholi Maryam Molamohammadi Samir Bakhtawar 109 0 0 15 Jul 2024
MMM: Multilingual Mutual Reinforcement Effect Mix Datasets & Test with Open-domain Information Extraction Large Language Models Chengguang Gan Qingyu Yin Xinyang He Hanjun Wei Yunhao Liang ... Shijian Wang Hexiang Huang Qinghao Zhang Shiwen Ni Tatsunori Mori 72 0 0 15 Jul 2024
Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment Jinhao Jiang Junyi Li Wayne Xin Zhao Yang Song Tao Zhang Ji-Rong Wen CLL 92 3 0 15 Jul 2024
CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses Jing Yao Xiaoyuan Yi Xing Xie ELM ALM 92 11 0 15 Jul 2024
MetaLLM: A High-performant and Cost-efficient Dynamic Framework for Wrapping LLMs Quang H. Nguyen Duy C. Hoang Juliette Decugis Saurav Manchanda Nitesh Chawla Khoa D. Doan Khoa D. Doan 238 11 0 15 Jul 2024
Towards Adapting Reinforcement Learning Agents to New Tasks: Insights from Q-Values Ashwin Ramaswamy Ransalu Senanayake 63 0 0 14 Jul 2024
Multi-Granularity Semantic Revision for Large Language Model Distillation Xiaoyu Liu Yun-feng Zhang Wei Li Simiao Li Xu Huang Hanting Chen Yehui Tang Jie Hu Zhiwei Xiong Yunhe Wang 73 1 0 14 Jul 2024
Revolutionizing Bridge Operation and maintenance with LLM-based Agents: An Overview of Applications and Insights Xinyu-Chen Lianzhen-Zhang LLMAG AI4CE 110 4 0 14 Jul 2024
AutoGRAMS: Autonomous Graphical Agent Modeling Software Ben Krause Lucia Chen Emmanuel Kahembwe 72 1 0 14 Jul 2024
Speech-Copilot: Leveraging Large Language Models for Speech Processing via Task Decomposition, Modularization, and Program Generation Chun-Yi Kuan Chih-Kai Yang Wei-Ping Huang Ke-Han Lu Hung-yi Lee 113 13 0 13 Jul 2024
Language-Augmented Symbolic Planner for Open-World Task Planning Guanqi Chen Lei Yang Ruixing Jia Zhe Hu Yizhou Chen Wei Zhang Wenping Wang Jia Pan LM&Ro LLMAG 78 9 0 13 Jul 2024
sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting Sanchit Ahuja Kumar Tanmay Hardik Hansrajbhai Chauhan Barun Patra Kriti Aggarwal ... Tejas I. Dhamecha Ahmed Awadallah Monojit Choudhary Vishrav Chaudhary Sunayana Sitaram 87 4 0 13 Jul 2024
Bridging the Gap Between Information Seeking and Product Search Systems: Q&A Recommendation for E-commerce Saar Kuzi S. Malmasi 67 4 0 12 Jul 2024
Adaptive Prediction Ensemble: Improving Out-of-Distribution Generalization of Motion Forecasting Jinning Li Jiachen Li Sangjae Bae David Isele 94 4 0 12 Jul 2024
Open (Clinical) LLMs are Sensitive to Instruction Phrasings Alberto Mario Ceballos Arroyo Monica Munnangi Jiuding Sun Karen Y.C. Zhang Denis Jered McInerney Byron C. Wallace Silvio Amir LM&MA 34 8 0 12 Jul 2024
Scalability of Bayesian Network Structure Elicitation with Large Language Models: a Novel Methodology and Comparative Analysis Nikolay Babakov Ehud Reiter Alberto Bugarin 81 1 0 12 Jul 2024
Instruction Following with Goal-Conditioned Reinforcement Learning in Virtual Environments Zoya Volovikova A. Skrynnik Petr Kuderov Aleksandr I. Panov LLMAG LM&Ro 88 1 0 12 Jul 2024
The Sociolinguistic Foundations of Language Modeling Jack Grieve Sara Bartl Matteo Fuoli Jason Grafmiller Weihang Huang A. Jawerbaum Akira Murakami Marcus Perlman Dana Roemling Bodo Winter 105 12 0 12 Jul 2024
Evaluating AI Evaluation: Perils and Prospects John Burden ELM 106 9 0 12 Jul 2024
A Survey on Symbolic Knowledge Distillation of Large Language Models Kamal Acharya Alvaro Velasquez Haoze Song SyDa 78 7 0 12 Jul 2024
New Desiderata for Direct Preference Optimization Xiangkun Hu Tong He David Wipf 93 3 0 12 Jul 2024
Refusing Safe Prompts for Multi-modal Large Language Models Zedian Shao Hongbin Liu Yuepeng Hu Neil Zhenqiang Gong MLLM LRM 87 1 0 12 Jul 2024
Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control Huayu Chen Kaiwen Zheng Hang Su Jun Zhu 147 5 0 12 Jul 2024
Self-Prompt Tuning: Enable Autonomous Role-Playing in LLMs Aobo Kong Shiwan Zhao Hao Chen Qicheng Li Yong Qin Ruiqi Sun Xin Zhou Jiaming Zhou Haoqin Sun 100 12 0 12 Jul 2024
Detect Llama -- Finding Vulnerabilities in Smart Contracts using Large Language Models Peter Ince Xiapu Luo Jiangshan Yu Joseph K. Liu Xiaoning Du ELM 65 6 0 12 Jul 2024
Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models Ye Liu Kai Zhang Aoran Gan Linan Yue Feng Hu Qi Liu Enhong Chen 58 1 0 12 Jul 2024
Benchmarking Language Model Creativity: A Case Study on Code Generation Yining Lu Dixuan Wang Tianjian Li Dongwei Jiang Daniel Khashabi Meng Jiang Daniel Khashabi LRM 138 15 0 12 Jul 2024
Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training Youliang Yuan Wenxiang Jiao Wenxuan Wang Jen-tse Huang Jiahao Xu Tian Liang Pinjia He Zhaopeng Tu 120 32 0 12 Jul 2024
Show, Don't Tell: Evaluating Large Language Models Beyond Textual Understanding with ChildPlay Gonçalo Hora de Carvalho Oscar Knap R. Pollice ReLM ELM LRM 130 1 0 12 Jul 2024
Operationalizing the Blueprint for an AI Bill of Rights: Recommendations for Practitioners, Researchers, and Policy Makers Alex Oesterling Usha Bhalla Suresh Venkatasubramanian Himabindu Lakkaraju 85 3 0 11 Jul 2024
Emergent Visual-Semantic Hierarchies in Image-Text Representations Morris Alper Hadar Averbuch-Elor VLM 104 9 0 11 Jul 2024
Converging Paradigms: The Synergy of Symbolic and Connectionist AI in LLM-Empowered Autonomous Agents Haoyi Xiong Zhiyuan Wang Xuhong Li Jiang Bian Zeke Xie Shahid Mumtaz Laura E. Barnes LLMAG 134 8 0 11 Jul 2024
15M Multimodal Facial Image-Text Dataset Dawei Dai Yutang Li Yingge Liu Mingming Jia Zhang YuanHui Guoyin Wang VLM 103 7 0 11 Jul 2024
SoupLM: Model Integration in Large Language and Multi-Modal Models Yue Bai Zichen Zhang Jiasen Lu Yun Fu MoMe 62 1 0 11 Jul 2024
Foundation Model Engineering: Engineering Foundation Models Just as Engineering Software Dezhi Ran Mengzhou Wu Wei Yang Tao Xie AI4CE 81 2 0 11 Jul 2024
Hypergraph Multi-modal Large Language Model: Exploiting EEG and Eye-tracking Modalities to Evaluate Heterogeneous Responses for Video Understanding Minghui Wu Chenxu Zhao Anyang Su Donglin Di Tianyu Fu ... Min He Ya Gao Meng Ma Kun Yan Ping Wang 87 1 0 11 Jul 2024
Model Surgery: Modulating LLM's Behavior Via Simple Parameter Editing Huanqian Wang Yang Yue Rui Lu Jingxin Shi Andrew Zhao Shenzhi Wang Shiji Song Gao Huang LM&Ro KELM 143 0 0 11 Jul 2024
TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data Siyi Du Shaoming Zheng Yinsong Wang Wenjia Bai D. O’Regan Chen Qin LMTD 97 5 0 10 Jul 2024
InstructLayout: Instruction-Driven 2D and 3D Layout Synthesis with Semantic Graph Prior Chenguo Lin Yuchen Lin Panwang Pan Xuanyang Zhang Yadong Mu 3DV 116 2 0 10 Jul 2024
CiteME: Can Language Models Accurately Cite Scientific Claims? Ori Press Andreas Hochlehnert Ameya Prabhu Vishaal Udandarao Ofir Press Matthias Bethge 114 14 0 10 Jul 2024
GLBench: A Comprehensive Benchmark for Graph with Large Language Models Yuhan Li Peisong Wang Xiao Zhu Aochuan Chen Haiyun Jiang Deng Cai Victor Wai Kin Chan Jia Li 123 18 0 10 Jul 2024
Interpretable Differential Diagnosis with Dual-Inference Large Language Models Shuang Zhou Sirui Ding Jiashuo Wang Mingquan Lin Genevieve B. Melton Rui Zhang LM&MA 72 2 0 10 Jul 2024