Title
Analysis of Plan-based Retrieval for Grounded Text Generation Ameya Godbole Nicholas Monath Seungyeon Kim A. S. Rawat Andrew McCallum Manzil Zaheer RALM 50 2 0 20 Aug 2024
Demystifying the Communication Characteristics for Distributed Transformer Models Quentin G. Anthony Benjamin Michalowicz Jacob Hatef Lang Xu Mustafa Abduljabbar Hari Subramoni Hari Subramoni D. Panda AI4CE 38 2 0 19 Aug 2024
Geometry Informed Tokenization of Molecules for Language Model Generation Xiner Li Limei Wang Youzhi Luo Carl Edwards Shurui Gui Yuchao Lin Heng Ji Shuiwang Ji 54 6 0 19 Aug 2024
A Transcription Prompt-based Efficient Audio Large Language Model for Robust Speech Recognition Yangze Li Xiong Wang Songjun Cao Yike Zhang Long Ma Lei Xie AuLLM 58 0 0 18 Aug 2024
Crossing New Frontiers: Knowledge-Augmented Large Language Model Prompting for Zero-Shot Text-Based De Novo Molecule Design Sakhinana Sagar Srinivas Venkataramana Runkana 49 1 0 18 Aug 2024
PEDAL: Enhancing Greedy Decoding with Large Language Models using Diverse Exemplars Sumanth Prabhu 42 1 0 16 Aug 2024
Context-Aware Assistant Selection for Improved Inference Acceleration with Large Language Models Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Sarath Chandar 54 1 0 16 Aug 2024
A theory of understanding for artificial intelligence: composability, catalysts, and learning Zijian Zhang Sara Aronowitz Alán Aspuru-Guzik 42 0 0 16 Aug 2024
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs Do Xuan Long Hai Nguyen Ngoc Tiviatis Sim Hieu Dao Shafiq Joty Kenji Kawaguchi Nancy F. Chen Min-Yen Kan 36 8 0 16 Aug 2024
ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws Ruihang Li Yixuan Wei Miaosen Zhang Nenghai Yu Han Hu Houwen Peng 50 2 0 15 Aug 2024
BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts Qizhen Zhang Nikolas Gritsch Dwaraknath Gnaneshwar Simon Guo David Cairuz ... Jakob N. Foerster Phil Blunsom Sebastian Ruder Ahmet Üstün Acyr Locatelli MoMe MoE 56 5 0 15 Aug 2024
Csi-LLM: A Novel Downlink Channel Prediction Method Aligned with LLM Pre-Training Shilong Fan Zhenyu Liu Xinyu Gu Haoyang Li 20 7 0 15 Aug 2024
Enhancing Large Language Model-based Speech Recognition by Contextualization for Rare and Ambiguous Words Kento Nozawa Takashi Masuko Toru Taniguchi 48 1 0 15 Aug 2024
Training Language Models on the Knowledge Graph: Insights on Hallucinations and Their Detectability Jiri Hron Laura J. Culp Gamaleldin F. Elsayed Rosanne Liu Ben Adlam ... T. Warkentin Lechao Xiao Kelvin Xu Jasper Snoek Simon Kornblith 45 1 0 14 Aug 2024
Kraken: Inherently Parallel Transformers For Efficient Multi-Device Inference R. Prabhakar Hengrui Zhang D. Wentzlaff 36 0 0 14 Aug 2024
Training Overhead Ratio: A Practical Reliability Metric for Large Language Model Training Systems Ning Lu Qian Xie Hao Zhang Wenyi Fang Yang Zheng Zheng Hu Jiantao Ma 22 1 0 14 Aug 2024
DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data Visualization Zhuoyue Wan Yuanfeng Song Shuaimin Li Chen Jason Zhang Raymond Chi-Wing Wong VLM 37 1 0 14 Aug 2024
A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning Prateek Yadav Colin Raffel Mohammed Muqeeth Lucas Caccia Haokun Liu Tianlong Chen Joey Tianyi Zhou Leshem Choshen Alessandro Sordoni MoMe 51 21 0 13 Aug 2024
LoRA $^2$ : Multi-Scale Low-Rank Approximations for Fine-Tuning Large Language Models Jia-Chen Zhang Yu-Jie Xiong He-Xi Qiu Dong-Hai Zhu Chun-Ming Xia MoE 32 0 0 13 Aug 2024
SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model Dayong Wu Jiaqi Li Baoxin Wang Honghong Zhao Siyuan Xue ... Li Qian Bo Wang Shijin Wang Zhixiong Zhang Guoping Hu RALM 57 0 0 13 Aug 2024
MGH Radiology Llama: A Llama 3 70B Model for Radiology Yucheng Shi Peng Shu Zhengliang Liu Zihao Wu Quanzheng Li Xiang Li LM&MA 30 0 0 13 Aug 2024
Towards Autonomous Agents: Adaptive-planning, Reasoning, and Acting in Language Models Yen-Che Hsiao Abhishek Dutta LLMAG LM&Ro LRM 43 0 0 12 Aug 2024
Animate, or Inanimate, That is the Question for Large Language Models Leonardo Ranaldi Giulia Pucci Fabio Massimo Zanzotto 37 0 0 12 Aug 2024
VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents Xiao-Yang Liu Tianjie Zhang Yu Gu Iat Long Iong Yifan Xu ... Zhengxiao Du Chan Hee Song Yu Su Yuxiao Dong Jie Tang VLM LLMAG 55 23 0 12 Aug 2024
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data Haoran Sun Renren Jin Shaoyang Xu Leiyu Pan Supryadi ... Lei Yang Ling Shi Juesi Xiao Shaolin Zhu Deyi Xiong 65 2 0 12 Aug 2024
Defining Boundaries: A Spectrum of Task Feasibility for Large Language Models Wenbo Zhang Zihang Xu Hengrui Cai 40 1 0 11 Aug 2024
LaWa: Using Latent Space for In-Generation Image Watermarking Ahmad Rezaei Mohammad Akbari Saeed Ranjbar Alvar Arezou Fatemi Yong Zhang WIGM 54 13 0 11 Aug 2024
Document-Level Event Extraction with Definition-Driven ICL Zhuoyuan Liu Yilin Luo 86 1 0 10 Aug 2024
Revisiting Multi-Modal LLM Evaluation Jian Lu Shikhar Srivastava Junyu Chen Robik Shrestha Manoj Acharya Kushal Kafle Christopher Kanan 38 3 0 09 Aug 2024
Learning the Simplicity of Scattering Amplitudes Clifford Cheung Aurélien Dersy Matthew D. Schwartz 33 3 0 08 Aug 2024
Arctic-TILT. Business Document Understanding at Sub-Billion Scale Łukasz Borchmann Michał Pietruszka Wojciech Ja'skowski Dawid Jurkiewicz Piotr Halama ... Gabriela Nowakowska Artur Zawłocki Łukasz Duhr Paweł Dyda Michał Turski VLM 41 1 0 08 Aug 2024
MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models Haoxuan Li Zhengmao Yang Yunshan Ma Yi Bin Yang Yang Tat-Seng Chua 46 0 0 08 Aug 2024
Evaluating Language Model Math Reasoning via Grounding in Educational Curricula L. Lucy Tal August Rose E. Wang Luca Soldaini Courtney Allison Kyle Lo ReLM LRM 31 3 0 08 Aug 2024
Patchview: LLM-Powered Worldbuilding with Generative Dust and Magnet Visualization John Joon Young Chung Max Kreminski 50 10 0 07 Aug 2024
ArtVLM: Attribute Recognition Through Vision-Based Prefix Language Modeling William Y. Zhu Keren Ye Junjie Ke Jiahui Yu Leonidas J. Guibas P. Milanfar Feng Yang 51 2 0 07 Aug 2024
Advancing Multimodal Large Language Models with Quantization-Aware Scale Learning for Efficient Adaptation Jingjing Xie Yuxin Zhang Mingbao Lin Liujuan Cao Rongrong Ji MQ 41 4 0 07 Aug 2024
Optimus: Accelerating Large-Scale Multi-Modal LLM Training by Bubble Exploitation Weiqi Feng Yangrui Chen Shaoyu Wang Size Zheng Haibin Lin Minlan Yu MLLM AI4CE 42 4 0 07 Aug 2024
AgentsCoMerge: Large Language Model Empowered Collaborative Decision Making for Ramp Merging Senkang Hu Zhengru Fang Zihan Fang Yiqin Deng Xianhao Chen Yuguang Fang Sam Kwong 65 14 0 07 Aug 2024
Lisbon Computational Linguists at SemEval-2024 Task 2: Using A Mistral 7B Model and Data Augmentation Artur Guimarães Bruno Martins João Magalhães 26 0 0 06 Aug 2024
Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment Shijie Lian Hua Li VLM 43 5 0 06 Aug 2024
VisionUnite: A Vision-Language Foundation Model for Ophthalmology Enhanced with Clinical Knowledge Zihan Li Diping Song Zefeng Yang Deming Wang Fei Li Xiulan Zhang P. E. Kinahan Yu Qiao VLM LM&MA 27 3 0 05 Aug 2024
A Framework for Fine-Tuning LLMs using Heterogeneous Feedback Ryan Aponte Ryan A. Rossi Shunan Guo Franck Dernoncourt Tong Yu Xiang Chen Subrata Mitra Nedim Lipka OffRL 36 0 0 05 Aug 2024
From Recognition to Prediction: Leveraging Sequence Reasoning for Action Anticipation Xin Liu Chao Hao Zitong Yu Huanjing Yue Jingyu Yang 41 1 0 05 Aug 2024
Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information Yauwai Yim Chunkit Chan Tianyu Shi Zheye Deng Wei Fan Tianshi Zheng Yangqiu Song LLMAG 41 10 0 05 Aug 2024
ExoViP: Step-by-step Verification and Exploration with Exoskeleton Modules for Compositional Visual Reasoning Yuanda Wang Alan Yuille Zhuowan Li Zilong Zheng LRM 46 3 0 05 Aug 2024
Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining Dongyang Liu Shitian Zhao Le Zhuo Weifeng Lin Ping Luo Xinyue Li Qi Qin Yu Qiao Hongsheng Li Peng Gao MLLM 82 48 0 05 Aug 2024
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future Haolin Jin Linghan Huang Haipeng Cai Jun Yan Bo Li Huaming Chen 78 30 0 05 Aug 2024
Recent Advances in Multi-Choice Machine Reading Comprehension: A Survey on Methods and Datasets Shima Foolad Kourosh Kiani R. Rastgoo FaML 50 0 0 04 Aug 2024
Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process Peng Wang Xiaobin Wang Chao Lou Shengyu Mao Pengjun Xie Yong-jia Jiang 54 0 0 04 Aug 2024
MAO: A Framework for Process Model Generation with Multi-Agent Orchestration Leilei Lin Yumeng Jin Yingming Zhou Wenlong Chen Chen Qian 57 1 0 04 Aug 2024