Title
HeAR -- Health Acoustic Representations Sebastien Baur Zaid Nabulsi Wei-Hung Weng Jake Garrison Louis Blankemeier ... Shwetak N. Patel S. Shetty Shruthi Prabhakara Monde Muyoyeta Diego Ardila LM&MA 26 10 0 04 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
Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review Iryna Hartsock Ghulam Rasool 54 64 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
Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve Amey Agrawal Nitin Kedia Ashish Panwar Jayashree Mohan Nipun Kwatra Bhargav S. Gulavani Alexey Tumanov Ramachandran Ramjee 55 165 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 57 15 0 04 Mar 2024
Fostering the Ecosystem of Open Neural Encoders for Portuguese with Albertina PT* Family Rodrigo Santos João Rodrigues Luís Gomes Joao Silva António Branco Henrique Lopes Cardoso T. Osório Bernardo Leite 41 8 0 04 Mar 2024
Fine Tuning vs. Retrieval Augmented Generation for Less Popular Knowledge Heydar Soudani Evangelos Kanoulas Faegheh Hasibi 36 29 0 03 Mar 2024
VBART: The Turkish LLM Meliksah Turker Mehmet Erdi Ari Aydin Han VLM 39 4 0 02 Mar 2024
Accelerating Greedy Coordinate Gradient via Probe Sampling Yiran Zhao Wenyue Zheng Tianle Cai Xuan Long Do Kenji Kawaguchi Anirudh Goyal Michael Shieh 51 11 0 02 Mar 2024
Predictions from language models for multiple-choice tasks are not robust under variation of scoring methods Polina Tsvilodub Hening Wang Sharon Grosch Michael Franke 43 8 0 01 Mar 2024
Never-Ending Behavior-Cloning Agent for Robotic Manipulation Wenqi Liang Gan Sun Qian He Yu Ren Jiahua Dong Yang Cong LM&Ro 40 1 0 01 Mar 2024
Gender Bias in Large Language Models across Multiple Languages Jinman Zhao Yitian Ding Chen Jia Yining Wang Zifan Qian 37 25 0 01 Mar 2024
LLM-Ensemble: Optimal Large Language Model Ensemble Method for E-commerce Product Attribute Value Extraction Chenhao Fang Xiaohan Li Zezhong Fan Jianpeng Xu Kaushiki Nag Evren Körpeoglu Sushant Kumar Kannan Achan 24 36 0 29 Feb 2024
Query-OPT: Optimizing Inference of Large Language Models via Multi-Query Instructions in Meeting Summarization Md Tahmid Rahman Laskar Elena Khasanova Xue-Yong Fu Cheng-Hsiung Chen TN ShashiBhushan 42 1 0 29 Feb 2024
OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models Jenish Maharjan A. Garikipati N. Singh Leo Cyrus Mayank Sharma M. Ciobanu G. Barnes R. Thapa Q. Mao R. Das LM&MA ELM 42 26 0 29 Feb 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara Frank Breitinger Mark Scanlon 52 8 0 29 Feb 2024
WanJuan-CC: A Safe and High-Quality Open-sourced English Webtext Dataset Jiantao Qiu Haijun Lv Zhenjiang Jin Rui Wang Wenchang Ning ... Zhongying Tu Lin Dahua Yu Qiao Hang Yan Conghui He 49 6 0 29 Feb 2024
RiNALMo: General-Purpose RNA Language Models Can Generalize Well on Structure Prediction Tasks Rafael Josip Penić Tin Vlasic Roland G. Huber Yue Wan M. Šikić AI4CE 24 27 0 29 Feb 2024
Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Model Hao-Ran Cheng Erjia Xiao Jindong Gu Le Yang Jinhao Duan Jize Zhang Jiahang Cao Kaidi Xu Renjing Xu 39 6 0 29 Feb 2024
Enhancing Visual Document Understanding with Contrastive Learning in Large Visual-Language Models Xin Li Yunfei Wu Xinghua Jiang Zhihao Guo Ming Gong Haoyu Cao Yinsong Liu Deqiang Jiang Xing Sun VLM 39 12 0 29 Feb 2024
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging Yiran Zhao Wenxuan Zhang Huiming Wang Kenji Kawaguchi Lidong Bing MoMe 42 18 0 29 Feb 2024
How do Large Language Models Handle Multilingualism? Yiran Zhao Wenxuan Zhang Guizhen Chen Kenji Kawaguchi Lidong Bing LRM 48 57 0 29 Feb 2024
FlexLLM: A System for Co-Serving Large Language Model Inference and Parameter-Efficient Finetuning Xupeng Miao Gabriele Oliaro Xinhao Cheng Vineeth Kada Ruohan Gao ... April Yang Yingcheng Wang Mengdi Wu Colin Unger Zhihao Jia MoE 94 9 0 29 Feb 2024
Learning to Compress Prompt in Natural Language Formats Yu-Neng Chuang Tianwei Xing Chia-Yuan Chang Zirui Liu Xun Chen Xia Hu 42 16 0 28 Feb 2024
Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards Haoxiang Wang Yong Lin Wei Xiong Rui Yang Shizhe Diao Shuang Qiu Han Zhao Tong Zhang 45 72 0 28 Feb 2024
A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist Wentao Zhang Lingxuan Zhao Haochong Xia Shuo Sun Jiaze Sun ... Yilei Zhao Xinyu Cai Longtao Zheng Xinrun Wang Bo An AIFin 46 37 0 28 Feb 2024
Decomposed Prompting: Unveiling Multilingual Linguistic Structure Knowledge in English-Centric Large Language Models Ercong Nie Shuzhou Yuan Bolei Ma Helmut Schmid Michael Farber Frauke Kreuter Hinrich Schütze ReLM 99 6 0 28 Feb 2024
Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? Qineng Wang Zihao Wang Ying Su Hanghang Tong Yangqiu Song LLMAG LRM 46 64 0 28 Feb 2024
Chaining text-to-image and large language model: A novel approach for generating personalized e-commerce banners Shanu Vashishtha Abhinav Prakash Lalitesh Morishetti Kaushiki Nag Yokila Arora Sushant Kumar Kannan Achan DiffM 39 4 0 28 Feb 2024
No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantization J. Yang Byeongwook Kim Jeongin Bae Beomseok Kwon Gunho Park Eunho Yang S. Kwon Dongsoo Lee MQ 47 45 0 28 Feb 2024
Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension Fan Yin Jayanth Srinivasa Kai-Wei Chang HILM 65 20 0 28 Feb 2024
Do Large Language Models Mirror Cognitive Language Processing? Yuqi Ren Renren Jin Tongxuan Zhang Deyi Xiong 53 4 0 28 Feb 2024
All in an Aggregated Image for In-Image Learning Lei Wang Wanyu Xu Zhiqiang Hu Yihuai Lan Shan Dong Hao Wang Roy Ka-wei Lee Ee-Peng Lim VLM 51 1 0 28 Feb 2024
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training Le Zhuo Zewen Chi Minghao Xu Heyan Huang Heqi Zheng Conghui He Xian-Ling Mao Wentao Zhang 98 11 0 28 Feb 2024
Vision Language Model-based Caption Evaluation Method Leveraging Visual Context Extraction Koki Maeda Shuhei Kurita Taiki Miyanishi Naoaki Okazaki 40 2 0 28 Feb 2024
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions Hanjie Chen Zhouxiang Fang Yash Singla Mark Dredze ELM AI4MH 49 33 0 28 Feb 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation Systems Zhenting Qi Hanlin Zhang Eric Xing Sham Kakade Hima Lakkaraju SILM 49 19 0 27 Feb 2024
Towards Optimal Learning of Language Models Yuxian Gu Li Dong Y. Hao Qingxiu Dong Minlie Huang Furu Wei 39 7 0 27 Feb 2024
Case-Based or Rule-Based: How Do Transformers Do the Math? Yi Hu Xiaojuan Tang Haotong Yang Muhan Zhang LRM 32 20 0 27 Feb 2024
SongComposer: A Large Language Model for Lyric and Melody Composition in Song Generation Shuangrui Ding Zihan Liu Xiao-wen Dong Pan Zhang Rui Qian Conghui He Dahua Lin Jiaqi Wang 30 23 0 27 Feb 2024
Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization Wenqi Zhang Ke Tang Hai Wu Mengna Wang Yongliang Shen Guiyang Hou Zeqi Tan Peng Li Yueting Zhuang Weiming Lu LLMAG 44 37 0 27 Feb 2024
Rethinking Mutual Information for Language Conditioned Skill Discovery on Imitation Learning Zhaoxun Ju Chao Yang Hongbo Wang Yu Qiao Gang Hua LM&Ro 33 3 0 27 Feb 2024
Determinants of LLM-assisted Decision-Making Eva Eigner Thorsten Händler 51 46 0 27 Feb 2024
KoDialogBench: Evaluating Conversational Understanding of Language Models with Korean Dialogue Benchmark Seongbo Jang Seonghyeon Lee Hwanjo Yu ELM 34 0 0 27 Feb 2024
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning Debrup Das Debopriyo Banerjee Somak Aditya Ashish Kulkarni ReLM LRM 38 10 0 27 Feb 2024
Measuring Vision-Language STEM Skills of Neural Models Jianhao Shen Ye Yuan Srbuhi Mirzoyan Ming Zhang Chenguang Wang VLM 38 8 0 27 Feb 2024
When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method Biao Zhang Zhongtao Liu Colin Cherry Orhan Firat LRM 68 128 0 27 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 35 4 0 27 Feb 2024