Title
Improved Baselines for Data-efficient Perceptual Augmentation of LLMs Théophane Vallaeys Mustafa Shukor Matthieu Cord Jakob Verbeek 59 12 0 20 Mar 2024
HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models Wenqiao Zhang Tianwei Lin Jiang Liu Fangxun Shu Haoyuan Li ... Zheqi Lv Hao Jiang Juncheng Li Siliang Tang Yueting Zhuang VLM MLLM 41 4 0 20 Mar 2024
Clinical information extraction for Low-resource languages with Few-shot learning using Pre-trained language models and Prompting Phillip Richter-Pechanski Philipp Wiesenbach Dominic M. Schwab Christina Kiriakou Nicolas Geis Christoph Dieterich Anette Frank 37 4 0 20 Mar 2024
Community Needs and Assets: A Computational Analysis of Community Conversations Towhid Chowdhury Naveen Sharma Ashiqur R. KhudaBukhsh 36 0 0 20 Mar 2024
A Study of Vulnerability Repair in JavaScript Programs with Large Language Models Tan Khang Le Saba Alimadadi Steven Y. Ko 56 5 0 19 Mar 2024
HYDRA: A Hyper Agent for Dynamic Compositional Visual Reasoning Fucai Ke Zhixi Cai Simindokht Jahangard Weiqing Wang P. D. Haghighi Hamid Rezatofighi LRM 53 10 0 19 Mar 2024
Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs Md Ashiqur Rahman Robert Joseph George Mogab Elleithy Daniel Leibovici Zong-Yi Li ... Julius Berner Raymond A. Yeh Jean Kossaifi Kamyar Azizzadenesheli A. Anandkumar AI4CE 54 21 0 19 Mar 2024
CrossTune: Black-Box Few-Shot Classification with Label Enhancement Danqing Luo Chen Zhang Yan Zhang Haizhou Li 32 2 0 19 Mar 2024
An Empirical Study of Speech Language Models for Prompt-Conditioned Speech Synthesis Yifan Peng Ilia Kulikov Yilin Yang Sravya Popuri Hui Lu Changhan Wang Hongyu Gong 38 1 0 19 Mar 2024
RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners Chi Hu Yuan Ge Xiangnan Ma Hang Cao Qiang Li Yonghua Yang Tong Xiao Jingbo Zhu ReLM ELM LRM ALM 45 9 0 19 Mar 2024
Leveraging Large Language Models to Detect npm Malicious Packages Nusrat Zahan Philipp Burckhardt Mikola Lysenko Feross Aboukhadijeh Laurie A. Williams 45 2 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
EnvGen: Generating and Adapting Environments via LLMs for Training Embodied Agents Abhaysinh Zala Jaemin Cho Han Lin Jaehong Yoon Mohit Bansal 46 13 0 18 Mar 2024
CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification Korbinian Randl John Pavlopoulos Aron Henriksson Tony Lindgren 44 3 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
Towards Understanding the Relationship between In-context Learning and Compositional Generalization Sungjun Han Sebastian Padó CoGe 34 2 0 18 Mar 2024
Embedded Named Entity Recognition using Probing Classifiers Nicholas Popovic Michael Färber 45 1 0 18 Mar 2024
Linguacodus: A Synergistic Framework for Transformative Code Generation in Machine Learning Pipelines Ekaterina Trofimova Emil Sataev Andrey E. Ustyuzhanin 42 0 0 18 Mar 2024
A Novel Paradigm Boosting Translation Capabilities of Large Language Models Jiaxin Guo Hao Yang Zongyao Li Daimeng Wei Hengchao Shang Xiaoyu Chen 47 7 0 18 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 37 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
SelfIE: Self-Interpretation of Large Language Model Embeddings Haozhe Chen Carl Vondrick Chengzhi Mao 27 20 0 16 Mar 2024
Discovering Latent Themes in Social Media Messaging: A Machine-in-the-Loop Approach Integrating LLMs Tunazzina Islam Dan Goldwasser 67 5 0 15 Mar 2024
EXAMS-V: A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models Rocktim Jyoti Das Simeon Emilov Hristov Haonan Li Dimitar Iliyanov Dimitrov Ivan Koychev Preslav Nakov CoGe ELM 77 14 0 15 Mar 2024
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale Pengcheng Jiang Cao Xiao Zifeng Wang Parminder Bhatia Jimeng Sun Jiawei Han LRM 32 10 0 15 Mar 2024
Read between the lines -- Functionality Extraction From READMEs Prince Kumar Srikanth G. Tamilselvam Dinesh Garg 27 0 0 15 Mar 2024
The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation Lei Wang Ee-Peng Lim RALM 27 5 0 15 Mar 2024
DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language Models Weihang Su Yichen Tang Qingyao Ai Zhijing Wu Yiqun Liu 3DV RALM AI4TS SyDa 61 19 0 15 Mar 2024
ExeGPT: Constraint-Aware Resource Scheduling for LLM Inference Hyungjun Oh Kihong Kim Jaemin Kim Sungkyun Kim Junyeol Lee Du-Seong Chang Jiwon Seo 41 28 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
Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models Chaoqun Liu Wenxuan Zhang Yiran Zhao Anh Tuan Luu Lidong Bing LRM 43 10 0 15 Mar 2024
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training Yanlai Yang Matt Jones Michael C. Mozer Mengye Ren 70 1 0 14 Mar 2024
MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training Brandon McKinzie Zhe Gan J. Fauconnier Sam Dodge Bowen Zhang ... Zirui Wang Ruoming Pang Peter Grasch Alexander Toshev Yinfei Yang MLLM 43 189 0 14 Mar 2024
OpenGraph: Open-Vocabulary Hierarchical 3D Graph Representation in Large-Scale Outdoor Environments Yinan Deng Jiahui Wang Jingyu Zhao Xinyu Tian Guangyan Chen Yi Yang Yufeng Yue 3DV 40 13 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
BurstAttention: An Efficient Distributed Attention Framework for Extremely Long Sequences Sun Ao Weilin Zhao Xu Han Cheng Yang Zhiyuan Liu Chuan Shi Maosong Sun GNN 40 8 0 14 Mar 2024
Unveiling the Generalization Power of Fine-Tuned Large Language Models Haoran Yang Yumeng Zhang Jiaqi Xu Hongyuan Lu Pheng Ann Heng Wai Lam 50 30 0 14 Mar 2024
USimAgent: Large Language Models for Simulating Search Users Erhan Zhang Xingzhu Wang Peiyuan Gong Yankai Lin Jiaxin Mao LLMAG 38 17 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
Bugs in Large Language Models Generated Code: An Empirical Study Florian Tambon Arghavan Moradi Dakhel Amin Nikanjam Foutse Khomh Michel C. Desmarais G. Antoniol ELM 42 34 0 13 Mar 2024
Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics Tyler A. Chang Katrin Tomanek Jessica Hoffmann Nithum Thain Erin van Liemt Kathleen Meier-Hellstern Lucas Dixon 46 7 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
Bifurcated Attention: Accelerating Massively Parallel Decoding with Shared Prefixes in LLMs Ben Athiwaratkun Sujan Kumar Gonugondla Sanjay Krishna Gouda Haifeng Qian Hantian Ding ... Liangfu Chen Parminder Bhatia Ramesh Nallapati Sudipta Sengupta Bing Xiang 59 4 0 13 Mar 2024
MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses using Large Language Models Subash Neupane Shaswata Mitra Sudip Mittal Noorbakhsh Amiri Golilarz Shahram Rahimi Amin Amirlatifi 70 3 0 13 Mar 2024
Language models scale reliably with over-training and on downstream tasks S. Gadre Georgios Smyrnis Vaishaal Shankar Suchin Gururangan Mitchell Wortsman ... Y. Carmon Achal Dave Reinhard Heckel Niklas Muennighoff Ludwig Schmidt ALM ELM LRM 108 42 0 13 Mar 2024
From human experts to machines: An LLM supported approach to ontology and knowledge graph construction Vamsi Krishna Kommineni B. König-Ries Sheeba Samuel 41 31 0 13 Mar 2024
Knowledge Conflicts for LLMs: A Survey Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 208 96 0 13 Mar 2024
Mastering Text, Code and Math Simultaneously via Fusing Highly Specialized Language Models Ning Ding Yulin Chen Ganqu Cui Xingtai Lv Weilin Zhao Ruobing Xie Bowen Zhou Zhiyuan Liu Maosong Sun ALM MoMe AI4CE 43 7 0 13 Mar 2024
DialogGen: Multi-modal Interactive Dialogue System for Multi-turn Text-to-Image Generation Minbin Huang Yanxin Long Xinchi Deng Ruihang Chu Jiangfeng Xiong Xiaodan Liang Hong Cheng Qinglin Lu Wei Liu MLLM EGVM 65 8 0 13 Mar 2024
Mechanics of Next Token Prediction with Self-Attention Yingcong Li Yixiao Huang M. E. Ildiz A. S. Rawat Samet Oymak 42 28 0 12 Mar 2024