Title
Low-Resource Court Judgment Summarization for Common Law Systems Shuaiqi Liu Jiannong Cao Yicong Li Ruosong Yang Zhiyuan Wen ELM AILaw 34 2 0 07 Mar 2024
Effectiveness Assessment of Recent Large Vision-Language Models Yao Jiang Xinyu Yan Ge-Peng Ji Keren Fu Meijun Sun Huan Xiong Deng-Ping Fan Fahad Shahbaz Khan 44 14 0 07 Mar 2024
UltraWiki: Ultra-fine-grained Entity Set Expansion with Negative Seed Entities Yangning Li Qingsong Lv Tianyu Yu Hai-Tao Zheng Shulin Huang Tingwei Lu Xuming Hu Wenhao Jiang Hai-Tao Zheng Hui Wang 43 2 0 07 Mar 2024
Self-Evaluation of Large Language Model based on Glass-box Features Hui Huang Yingqi Qu Jing Liu Muyun Yang Tiejun Zhao 34 2 0 07 Mar 2024
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models Xinpeng Wang Shitong Duan Xiaoyuan Yi Jing Yao Shanlin Zhou Zhihua Wei Peng Zhang Dongkuan Xu Maosong Sun Xing Xie OffRL 50 16 0 07 Mar 2024
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future Xu Guo Yiqiang Chen SyDa 34 31 0 07 Mar 2024
CoTBal: Comprehensive Task Balancing for Multi-Task Visual Instruction Tuning Yanqi Dai Dong Jing Nanyi Fei Zhiwu Lu Nanyi Fei Guoxing Yang Zhiwu Lu 61 3 0 07 Mar 2024
SaulLM-7B: A pioneering Large Language Model for Law Pierre Colombo T. Pires Malik Boudiaf Dominic Culver Rui Melo ... Andre F. T. Martins Fabrizio Esposito Vera Lúcia Raposo Sofia Morgado Michael Desa ELM AILaw 54 66 0 06 Mar 2024
Latent Dataset Distillation with Diffusion Models Brian B. Moser Federico Raue Sebastián M. Palacio Stanislav Frolov Andreas Dengel DD 56 13 0 06 Mar 2024
On the Origins of Linear Representations in Large Language Models Yibo Jiang Goutham Rajendran Pradeep Ravikumar Bryon Aragam Victor Veitch 72 26 0 06 Mar 2024
Evaluating the Elementary Multilingual Capabilities of Large Language Models with MultiQ Carolin Holtermann Paul Röttger Timm Dill Anne Lauscher ELM LRM 45 24 0 06 Mar 2024
Popeye: A Unified Visual-Language Model for Multi-Source Ship Detection from Remote Sensing Imagery Wei Zhang Miaoxin Cai Tong Zhang Guoqiang Lei Zhuang Yin Xuerui Mao 35 7 0 06 Mar 2024
PPTC-R benchmark: Towards Evaluating the Robustness of Large Language Models for PowerPoint Task Completion Zekai Zhang Yiduo Guo Yaobo Liang Dongyan Zhao Nan Duan 51 3 0 06 Mar 2024
MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models Tessa Han Aounon Kumar Chirag Agarwal Himabindu Lakkaraju ELM LM&MA AI4MH 39 5 0 06 Mar 2024
Multimodal Transformer for Comics Text-Cloze Emanuele Vivoli Joan Lafuente Baeza Ernest Valveny Llobet Dimosthenis Karatzas 43 4 0 06 Mar 2024
Eternal Sunshine of the Mechanical Mind: The Irreconcilability of Machine Learning and the Right to be Forgotten Meem Arafat Manab MU 31 1 0 06 Mar 2024
General2Specialized LLMs Translation for E-commerce Kaidi Chen Ben Chen Dehong Gao Huangyu Dai Wen Jiang Wei Ning Shanqing Yu Libin Yang Xiaoyan Cai 15 8 0 06 Mar 2024
Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word Problem Yuhong Sun Zhangyue Yin Qipeng Guo Jiawen Wu Xipeng Qiu Hui Zhao 41 14 0 06 Mar 2024
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation Xiangci Li Linfeng Song Lifeng Jin Haitao Mi Jessica Ouyang Dong Yu 31 1 0 06 Mar 2024
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets Hossein Aboutalebi Hwanjun Song Yusheng Xie Arshit Gupta Justin Sun Hang Su Igor Shalyminov Nikolaos Pappas Siffi Singh Saab Mansour DiffM EGVM 48 4 0 05 Mar 2024
Reliable, Adaptable, and Attributable Language Models with Retrieval Akari Asai Zexuan Zhong Danqi Chen Pang Wei Koh Luke Zettlemoyer Hanna Hajishirzi Wen-tau Yih KELM RALM 49 55 0 05 Mar 2024
CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following Kaiyan Zhang Jianyu Wang Ermo Hua Biqing Qi Ning Ding Bowen Zhou SyDa 40 20 0 05 Mar 2024
OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following Haochen Shi Zhiyuan Sun Xingdi Yuan Marc-Alexandre Côté Bang Liu LLMAG 40 10 0 05 Mar 2024
Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models Gen Luo Yiyi Zhou Yuxin Zhang Xiawu Zheng Xiaoshuai Sun Rongrong Ji VLM 36 57 0 05 Mar 2024
Data Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges Bosheng Ding Chengwei Qin Ruochen Zhao Tianze Luo Xinze Li Guizhen Chen Wenhan Xia Junjie Hu Anh Tuan Luu Shafiq Joty 41 19 0 05 Mar 2024
Multi-modal Instruction Tuned LLMs with Fine-grained Visual Perception Jun-Yan He Yifan Wang Lijun Wang Huchuan Lu Jun-Yan He Jinpeng Lan Bin Luo Xuansong Xie MLLM VLM 37 19 0 05 Mar 2024
JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama models Arefa Mohammed Abbas Ansari Chandni Saxena Tanvir Ahmad MLLM 41 2 0 05 Mar 2024
DPPA: Pruning Method for Large Language Model to Model Merging Yaochen Zhu Rui Xia Jiajun Zhang MoMe 38 4 0 05 Mar 2024
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models Rui Wang Fei Mi Yi Chen Boyang Xue Hongru Wang Qi Zhu Kam-Fai Wong Rui-Lan Xu CLL 43 6 0 05 Mar 2024
Towards Training A Chinese Large Language Model for Anesthesiology Zhonghai Wang Jie Jiang Yibing Zhan Bohao Zhou Yanhong Li ... Liang Ding Hua Jin Jun Peng Xu Lin Weifeng Liu LM&MA 43 3 0 05 Mar 2024
Android in the Zoo: Chain-of-Action-Thought for GUI Agents Jiwen Zhang Jihao Wu Yihua Teng Minghui Liao Nuo Xu Xiao Xiao Zhongyu Wei Duyu Tang LLMAG LM&Ro 45 56 0 05 Mar 2024
Controllable Prompt Tuning For Balancing Group Distributional Robustness Hoang Phan Andrew Gordon Wilson Qi Lei 51 5 0 05 Mar 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 68 81 0 05 Mar 2024
Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs Aly M. Kassem Omar Mahmoud Niloofar Mireshghallah Hyunwoo J. Kim Yulia Tsvetkov Yejin Choi Sherif Saad Santu Rana 50 19 0 05 Mar 2024
SPUQ: Perturbation-Based Uncertainty Quantification for Large Language Models Xiang Gao Jiaxin Zhang Lalla Mouatadid Kamalika Das 35 10 0 04 Mar 2024
Differentially Private Representation Learning via Image Captioning Tom Sander Yaodong Yu Maziar Sanjabi Alain Durmus Yi Ma Kamalika Chaudhuri Chuan Guo 76 3 0 04 Mar 2024
Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review Iryna Hartsock Ghulam Rasool 54 64 0 04 Mar 2024
NiNformer: A Network in Network Transformer with Token Mixing Generated Gating Function Abdullah Nazhat Abdullah Tarkan Aydin 39 0 0 04 Mar 2024
RegionGPT: Towards Region Understanding Vision Language Model Qiushan Guo Shalini De Mello Hongxu Yin Wonmin Byeon Ka Chun Cheung Yizhou Yu Ping Luo Sifei Liu VLM 49 35 0 04 Mar 2024
Beyond Specialization: Assessing the Capabilities of MLLMs in Age and Gender Estimation Maksim Kuprashevich Grigorii Alekseenko Irina Tolstykh ELM 66 4 0 04 Mar 2024
Birbal: An efficient 7B instruct-model fine-tuned with curated datasets Ashvini Jindal P. Rajpoot Ankur P. Parikh 58 6 0 04 Mar 2024
TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models Yilong Ren Yue Chen Shuai Liu Boyue Wang Haiyang Yu Zhiyong Cui AI4TS 66 18 0 04 Mar 2024
Large language models surpass human experts in predicting neuroscience results Xiaoliang Luo Akilles Rechardt Guangzhi Sun Kevin K. Nejad Felipe Y´a˜nez ... Anna Behler Chloe M. Hall J. Dafflon Sherry Dongqi Bao Bradley C. Love 35 45 0 04 Mar 2024
DRAK: Unlocking Molecular Insights with Domain-Specific Retrieval-Augmented Knowledge in LLMs Jinzhe Liu Xiangsheng Huang Zhuo Chen Yin Fang 57 3 0 04 Mar 2024
VTG-GPT: Tuning-Free Zero-Shot Video Temporal Grounding with GPT Yifang Xu Yunzhuo Sun Zien Xie Benxiang Zhai Sidan Du 56 6 0 04 Mar 2024
LLM-Oriented Retrieval Tuner Si Sun Hanqing Zhang Zhiyuan Liu Jie Bao Dawei Song RALM 44 0 0 04 Mar 2024
SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis Hengxing Cai Xiaochen Cai Junhan Chang Sihang Li Lin Yao ... Changhong Chen Zheng Cheng Zifeng Zhao Linfeng Zhang Guolin Ke ELM 36 24 0 04 Mar 2024
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering Giacomo Frisoni Alessio Cocchieri Alex Presepi Gianluca Moro Zaiqiao Meng RALM MedIm 54 15 0 04 Mar 2024
An Improved Traditional Chinese Evaluation Suite for Foundation Model Zhi Rui Tam Ya-Ting Pai Yen-Wei Lee Jun-Da Chen Wei-Min Chu Sega Cheng Hong-Han Shuai ELM 45 11 0 04 Mar 2024
Rethinking LLM Language Adaptation: A Case Study on Chinese Mixtral Yiming Cui Xin Yao 30 4 0 04 Mar 2024