Title
OpenEval: Benchmarking Chinese LLMs across Capability, Alignment and Safety Chuang Liu Linhao Yu Jiaxuan Li Renren Jin Yufei Huang ... Tao Liu Jinwang Song Hongying Zan Sun Li Deyi Xiong ELM 45 7 0 18 Mar 2024
Leveraging Large Language Models to Extract Information on Substance Use Disorder Severity from Clinical Notes: A Zero-shot Learning Approach Maria Mahbub Gregory M Dams Sudarshan Srinivasan Caitlin Rizy Ioana Danciu Jodie Trafton Kathryn Knight 43 4 0 18 Mar 2024
Large language models in 6G security: challenges and opportunities Tri Nguyen Huong Nguyen Ahmad Ijaz Saeid Sheikhi Athanasios V. Vasilakos Panos Kostakos ELM 33 8 0 18 Mar 2024
MineDreamer: Learning to Follow Instructions via Chain-of-Imagination for Simulated-World Control Enshen Zhou Yiran Qin Zhen-fei Yin Yuzhou Huang Ruimao Zhang Lu Sheng Yu Qiao Jing Shao LM&Ro AI4CE 50 34 0 18 Mar 2024
Enhancing Taiwanese Hokkien Dual Translation by Exploring and Standardizing of Four Writing Systems Bo-Han Lu Yi-Hsuan Lin En-Shiun Annie Lee Richard Tzong-Han Tsai 40 0 0 18 Mar 2024
Language Evolution with Deep Learning Mathieu Rita Paul Michel Rahma Chaabouni Olivier Pietquin Emmanuel Dupoux Florian Strub 34 2 0 18 Mar 2024
From Explainable to Interpretable Deep Learning for Natural Language Processing in Healthcare: How Far from Reality? Guangming Huang Yingya Li Shoaib Jameel Yunfei Long G. Papanastasiou 41 17 0 18 Mar 2024
Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models Yi Luo Zheng-Wen Lin Yuhao Zhang Jiashuo Sun Chen Lin Chengjin Xu Xiangdong Su Yelong Shen Jian Guo Yeyun Gong LM&MA ELM ALM AI4TS 35 1 0 18 Mar 2024
Agent3D-Zero: An Agent for Zero-shot 3D Understanding Sha Zhang Di Huang Jiajun Deng Shixiang Tang Wanli Ouyang Tong He Yanyong Zhang VGen 46 14 0 18 Mar 2024
LogicalDefender: Discovering, Extracting, and Utilizing Common-Sense Knowledge Yuhe Liu Mengxue Kang Zengchang Qin Xiangxiang Chu NAI VLM 41 0 0 18 Mar 2024
Visual Preference Inference: An Image Sequence-Based Preference Reasoning in Tabletop Object Manipulation Joonhyung Lee Sangbeom Park Yongin Kwon Jemin Lee Minwook Ahn Sungjoon Choi 34 0 0 18 Mar 2024
Word Order's Impacts: Insights from Reordering and Generation Analysis Qinghua Zhao Jiaang Li Lei Li Zenghui Zhou Junfeng Liu 40 0 0 18 Mar 2024
StyleChat: Learning Recitation-Augmented Memory in LLMs for Stylized Dialogue Generation Jinpeng Li Zekai Zhang Quan Tu Xin Cheng Dongyan Zhao Rui Yan 55 2 0 18 Mar 2024
InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions Yifan Wang Yafei Liu Chufan Shi Haoling Li Chen Chen H. Lu Yujiu Yang CLL 39 27 0 18 Mar 2024
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression Junyuan Hong Jinhao Duan Chenhui Zhang Zhangheng Li Chulin Xie ... B. Kailkhura Dan Hendrycks Dawn Song Zhangyang Wang Bo Li 41 25 0 18 Mar 2024
Tur[k]ingBench: A Challenge Benchmark for Web Agents Kevin Xu Yeganeh Kordi Kate Sanders Yizhong Wang Adam Byerly Kate Sanders Adam Byerly Jingyu Zhang Benjamin Van Durme Daniel Khashabi LLMAG 75 6 0 18 Mar 2024
Driving Style Alignment for LLM-powered Driver Agent Ruoxuan Yang Xinyue Zhang Anais Fernandez-Laaksonen Xin Ding Jiangtao Gong 35 10 0 17 Mar 2024
Improving Dialogue Agents by Decomposing One Global Explicit Annotation with Local Implicit Multimodal Feedback Dong Won Lee Hae Won Park Yoon Kim C. Breazeal Louis-Philippe Morency 37 0 0 17 Mar 2024
SQ-LLaVA: Self-Questioning for Large Vision-Language Assistant Guohao Sun Can Qin Jiamian Wang Zeyuan Chen Ran Xu Zhiqiang Tao MLLM VLM LRM 39 9 0 17 Mar 2024
Decoding Continuous Character-based Language from Non-invasive Brain Recordings Cenyuan Zhang Xiaoqing Zheng Ruicheng Yin Shujie Geng Jianhan Xu ... Changze Lv Zixuan Ling Xuanjing Huang Miao Cao Jianfeng Feng 46 0 0 17 Mar 2024
Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment Feifan Song Bowen Yu Hao Lang Haiyang Yu Fei Huang Houfeng Wang Yongbin Li ALM 45 11 0 17 Mar 2024
ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models Yuzhao Heng Chun-Ying Deng Yitong Li Yue Yu Yinghao Li Rongzhi Zhang Chao Zhang 35 4 0 17 Mar 2024
Reward Guided Latent Consistency Distillation Jiachen Li Weixi Feng Wenhu Chen William Y. Wang EGVM 36 11 0 16 Mar 2024
Optimizing Language Augmentation for Multilingual Large Language Models: A Case Study on Korean Changsu Choi Yongbin Jeong Seoyoon Park Inho Won HyeonSeok Lim ... Yiseul Lee HyeJin Lee Younggyun Hahm Hansaem Kim Kyungtae Lim 37 11 0 16 Mar 2024
A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment Tianhe Wu Kede Ma Jie Liang Yujiu Yang Lei Zhang 34 19 0 16 Mar 2024
VideoAgent: Long-form Video Understanding with Large Language Model as Agent Xiaohan Wang Yuhui Zhang Orr Zohar Serena Yeung-Levy VLM 124 86 0 15 Mar 2024
Mitigating Dialogue Hallucination for Large Vision Language Models via Adversarial Instruction Tuning Dongmin Park Zhaofang Qian Guangxing Han Ser-Nam Lim MLLM 48 0 0 15 Mar 2024
Uni-SMART: Universal Science Multimodal Analysis and Research Transformer Hengxing Cai Xiaochen Cai Shuwen Yang Jiankun Wang Lin Yao ... Mujie Lin Yaqi Li Yuqi Yin Linfeng Zhang Guolin Ke OffRL 33 1 0 15 Mar 2024
RAFT: Adapting Language Model to Domain Specific RAG Tianjun Zhang Shishir G. Patil Naman Jain Sheng Shen Matei A. Zaharia Ion Stoica Joseph E. Gonzalez RALM 39 182 0 15 Mar 2024
CrossGLG: LLM Guides One-shot Skeleton-based 3D Action Recognition in a Cross-level Manner Tingbing Yan Wenzheng Zeng Yang Xiao Xingyu Tong Bo Tan Zhiwen Fang Zhiguo Cao Qiufeng Wang 38 5 0 15 Mar 2024
Knowledge Condensation and Reasoning for Knowledge-based VQA Dongze Hao Jian Jia Longteng Guo Qunbo Wang Te Yang ... Yanhua Cheng Bo Wang Quan Chen Han Li Jing Liu 44 1 0 15 Mar 2024
Don't Half-listen: Capturing Key-part Information in Continual Instruction Tuning Yongquan He Xuancheng Huang Xuancheng Huang Peng Zhang CLL ALM 75 5 0 15 Mar 2024
Scaling Behavior of Machine Translation with Large Language Models under Prompt Injection Attacks Zhifan Sun Antonio Valerio Miceli Barone 39 2 0 14 Mar 2024
Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models Yifan Li Hangyu Guo Kun Zhou Wayne Xin Zhao Ji-Rong Wen 61 40 0 14 Mar 2024
Generalized Predictive Model for Autonomous Driving Jiazhi Yang Shenyuan Gao Yihang Qiu Li Chen Tianyu Li ... Ping Luo Jun Zhang Andreas Geiger Yu Qiao Hongyang Li VGen 73 58 0 14 Mar 2024
Eyes Closed, Safety On: Protecting Multimodal LLMs via Image-to-Text Transformation Yunhao Gou Kai Chen Zhili Liu Lanqing Hong Hang Xu Zhenguo Li Dit-Yan Yeung James T. Kwok Yu Zhang MLLM 50 42 0 14 Mar 2024
Clinical Reasoning over Tabular Data and Text with Bayesian Networks Paloma Rabaey Johannes Deleu Stefan Heytens Thomas Demeester 27 5 0 14 Mar 2024
Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision Zhiqing Sun Longhui Yu Yikang Shen Weiyang Liu Yiming Yang Sean Welleck Chuang Gan 36 55 0 14 Mar 2024
GiT: Towards Generalist Vision Transformer through Universal Language Interface Haiyang Wang Hao Tang Li Jiang Shaoshuai Shi Muhammad Ferjad Naeem Hongsheng Li Bernt Schiele Liwei Wang VLM 51 10 0 14 Mar 2024
Dial-insight: Fine-tuning Large Language Models with High-Quality Domain-Specific Data Preventing Capability Collapse Jianwei Sun Chaoyang Mei Linlin Wei Kaiyu Zheng Na Liu Ming Cui Tianyi Li ALM 53 4 0 14 Mar 2024
Exploring the Comprehension of ChatGPT in Traditional Chinese Medicine Knowledge Yizhen Li Shaohan Huang Jiaxing Qi Lei Quan Dongran Han Zhongzhi Luan LM&MA AI4MH 35 5 0 14 Mar 2024
UniCode: Learning a Unified Codebook for Multimodal Large Language Models Sipeng Zheng Bohan Zhou Yicheng Feng Ye Wang Zongqing Lu VLM MLLM 46 7 0 14 Mar 2024
CodeUltraFeedback: An LLM-as-a-Judge Dataset for Aligning Large Language Models to Coding Preferences Martin Weyssow Aton Kamanda H. Sahraoui ALM 69 33 0 14 Mar 2024
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning Ahmed Masry Mehrad Shahmohammadi Md. Rizwan Parvez Enamul Hoque Shafiq Joty 52 31 0 14 Mar 2024
AraTrust: An Evaluation of Trustworthiness for LLMs in Arabic Emad A. Alghamdi Reem I. Masoud Deema Alnuhait Afnan Y. Alomairi Ahmed Ashraf Mohamed Zaytoon 53 4 0 14 Mar 2024
Teaching Machines to Code: Smart Contract Translation with LLMs Rabimba Karanjai Lei Xu Weidong Shi 45 6 0 13 Mar 2024
Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization Renjie Pi Tianyang Han Wei Xiong Jipeng Zhang Runtao Liu Rui Pan Tong Zhang MLLM 55 34 0 13 Mar 2024
SOTOPIA- $π$ : Interactive Learning of Socially Intelligent Language Agents Ruiyi Wang Haofei Yu W. Zhang Zhengyang Qi Maarten Sap Graham Neubig Yonatan Bisk Hao Zhu LLMAG 51 38 0 13 Mar 2024
Human Alignment of Large Language Models through Online Preference Optimisation Daniele Calandriello Daniel Guo Rémi Munos Mark Rowland Yunhao Tang ... Michal Valko Tianqi Liu Rishabh Joshi Zeyu Zheng Bilal Piot 52 60 0 13 Mar 2024
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments Sitao Cheng Ziyuan Zhuang Yong Xu Fangkai Yang Chaoyun Zhang ... Ling Chen Qingwei Lin Dongmei Zhang Saravan Rajmohan Qi Zhang KELM LLMAG LRM 44 16 0 13 Mar 2024