Title
Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models Abhishek Kumar Sarfaroz Yunusov Ali Emami 75 3 0 23 May 2024
Scalable Visual State Space Model with Fractal Scanning Lv Tang Haoke Xiao Peng-Tao Jiang Hao Zhang Jinwei Chen Yue Liu Mamba 100 8 0 23 May 2024
Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration Yang Zhang Shixin Yang Chenjia Bai Fei Wu Xiu Li Zhen Wang Xuelong Li LLMAG 117 32 0 23 May 2024
How Do Transformers "Do" Physics? Investigating the Simple Harmonic Oscillator Subhash Kantamneni Ziming Liu Max Tegmark 177 2 0 23 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 344 54 0 23 May 2024
ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles Jiawei Zhang Chejian Xu Yue Liu 118 48 0 22 May 2024
Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models Qiji Zhou Ruochen Zhou Zike Hu Panzhong Lu Siyang Gao Yue Zhang LRM 106 17 0 22 May 2024
Dense Connector for MLLMs Huanjin Yao Wenhao Wu Taojiannan Yang Yuxin Song Mengxi Zhang Haocheng Feng Yifan Sun Zhiheng Li Wanli Ouyang Jingdong Wang MLLM VLM 102 25 0 22 May 2024
Do Language Models Enjoy Their Own Stories? Prompting Large Language Models for Automatic Story Evaluation Cyril Chhun Fabian M. Suchanek Chloé Clavel LRM 114 18 0 22 May 2024
A social path to human-like artificial intelligence Edgar A. Duénez-Guzmán Suzanne Sadedin Jane X. Wang Kevin R. McKee Joel Z Leibo GNN 100 30 0 22 May 2024
360Zhinao Technical Report 360Zhinao Team 67 0 0 22 May 2024
Learning Manipulation Skills through Robot Chain-of-Thought with Sparse Failure Guidance Kaifeng Zhang Zhao-Heng Yin Weirui Ye Yang Gao 159 4 0 22 May 2024
Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards Xiaoyu Yang Jie Lu Enshui Yu VLM 115 1 0 22 May 2024
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models Zhangyue Yin Qiushi Sun Qipeng Guo Zhiyuan Zeng Xiaonan Li ... Qinyuan Cheng Ding Wang Xiaofeng Mou Xipeng Qiu XuanJing Huang LRM 96 4 0 21 May 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Hai-Tao Zheng Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 123 59 0 21 May 2024
FAdam: Adam is a natural gradient optimizer using diagonal empirical Fisher information Dongseong Hwang ODL 104 9 0 21 May 2024
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data Xinyi Wang Grazziela Figueredo Ruizhe Li Wei Emma Zhang Weitong Chen Xin Chen MedIm ViT 124 2 0 21 May 2024
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving Aniket Didolkar Anirudh Goyal Nan Rosemary Ke Siyuan Guo Michal Valko Timothy Lillicrap Danilo Jimenez Rezende Yoshua Bengio Michael C. Mozer Sanjeev Arora LRM 72 30 0 20 May 2024
Multiple-Choice Questions are Efficient and Robust LLM Evaluators Ziyin Zhang Zhaokun Jiang Lizhen Xu Hong-ping Hao Rui Wang 100 19 0 20 May 2024
Data Contamination Calibration for Black-box LLMs Wen-song Ye Jiaqi Hu Liyao Li Haobo Wang Gang Chen Junbo Zhao 64 9 0 20 May 2024
CPS-LLM: Large Language Model based Safe Usage Plan Generator for Human-in-the-Loop Human-in-the-Plant Cyber-Physical System Ayan Banerjee Aranyak Maity Payal Kamboj Sandeep K. S. Gupta 34 5 0 19 May 2024
MapCoder: Multi-Agent Code Generation for Competitive Problem Solving Md. Ashraful Islam Mohammed Eunus Ali Md. Rizwan Parvez SyDa 117 69 0 18 May 2024
Automating PTSD Diagnostics in Clinical Interviews: Leveraging Large Language Models for Trauma Assessments Sichang Tu Abigail Powers Natalie Merrill Negar Fani Sierra Carter S. Doogan Jinho D. Choi LM&MA 59 2 0 18 May 2024
LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions Chuanneng Sun Songjun Huang D. Pompili LLMAG 125 35 0 17 May 2024
Open-Vocabulary Spatio-Temporal Action Detection Tao Wu Shuqiu Ge Jie Qin Gangshan Wu Limin Wang ObjD 77 7 0 17 May 2024
Lean Attention: Hardware-Aware Scalable Attention Mechanism for the Decode-Phase of Transformers Rya Sanovar Srikant Bharadwaj Renée St. Amant Victor Rühle Saravan Rajmohan 167 7 0 17 May 2024
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models R. Sukthanker Arber Zela B. Staffler Aaron Klein Lennart Purucker Jorg K. H. Franke Frank Hutter ELM 103 4 0 16 May 2024
A Systematic Evaluation of Large Language Models for Natural Language Generation Tasks Xuanfan Ni Piji Li ELM LRM 69 9 0 16 May 2024
When Large Language Model Meets Optimization Sen Huang Kaixiang Yang Sheng Qi Rui Wang 104 14 0 16 May 2024
Crowdsourcing with Enhanced Data Quality Assurance: An Efficient Approach to Mitigate Resource Scarcity Challenges in Training Large Language Models for Healthcare Prosanta Barai Gondy Leroy Prakash Bisht Joshua M Rothman Sumi Lee Jennifer G. Andrews Sydney A Rice Arif Ahmed 66 3 0 16 May 2024
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IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues Diji Yang Jinmeng Rao Kezhen Chen Xiaoyuan Guo Yawen Zhang Jie Yang Yi Zhang LRM RALM 115 20 0 15 May 2024
A Survey on Transformers in NLP with Focus on Efficiency Wazib Ansar Saptarsi Goswami Amlan Chakrabarti MedIm 100 2 0 15 May 2024
A Systematic Analysis on the Temporal Generalization of Language Models in Social Media Asahi Ushio Jose Camacho-Collados 50 0 0 15 May 2024
Towards Next-Generation Steganalysis: LLMs Unleash the Power of Detecting Steganography Minhao Bai Kaiyi Pang Huili Wang Yongfeng Huang 44 4 0 15 May 2024
LLM-Assisted Rule Based Machine Translation for Low/No-Resource Languages J. Coleman Bhaskar Krishnamachari Khalil Iskarous Ruben Rosales 76 9 0 14 May 2024
Contextual Emotion Recognition using Large Vision Language Models Yasaman Etesam Özge Nilay Yalçin Chuxuan Zhang Angelica Lim VLM 138 4 0 14 May 2024
SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation Jonathan Roberts Kai Han N. Houlsby Samuel Albanie 94 16 0 14 May 2024
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory Xueyan Niu Bo Bai Lei Deng Wei Han 88 8 0 14 May 2024
QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models Wei Wang Zhaowei Li Qi Xu Yiqing Cai Hang Song Qi Qi Ran Zhou Zhida Huang Tao Wang Li Xiao ALM 91 1 0 14 May 2024
Improving Transformers with Dynamically Composable Multi-Head Attention Da Xiao Qingye Meng Shengping Li Xingyuan Yuan 58 4 0 14 May 2024
SpeechVerse: A Large-scale Generalizable Audio Language Model Nilaksh Das Saket Dingliwal S. Ronanki Rohit Paturi David Huang ... Monica Sunkara S. Srinivasan Kyu J. Han Katrin Kirchhoff Katrin Kirchhoff 118 44 0 14 May 2024
Russian-Language Multimodal Dataset for Automatic Summarization of Scientific Papers Alena Tsanda E. Bruches 53 0 0 13 May 2024
OpenLLM-Ro -- Technical Report on Open-source Romanian LLMs Mihai Masala Denis C. Ilie-Ablachim D. Corlatescu Miruna Zavelca Marius Leordeanu Horia Velicu Marius Popescu Mihai Dascalu Traian Rebedea 105 4 0 13 May 2024
MathDivide: Improved mathematical reasoning by large language models S. Srivastava Ashutosh Gandhi LRM ReLM 58 0 0 12 May 2024
MUD: Towards a Large-Scale and Noise-Filtered UI Dataset for Modern Style UI Modeling Sidong Feng Suyu Ma Han Wang David Kong Chunyang Chen 107 11 0 11 May 2024
TacoERE: Cluster-aware Compression for Event Relation Extraction Yong Guan Xiaozhi Wang Lei Hou Juanzi Li Jeff Z. Pan Jiaoyan Chen Freddy Lecue 61 2 0 11 May 2024
Automating Code Adaptation for MLOps -- A Benchmarking Study on LLMs Harsh Patel Buvaneswari A. Ramanan Manzoor A. Khan Thomas Williams Brian D. Friedman Lawrence Drabeck ELM 52 0 0 10 May 2024
The Ghanaian NLP Landscape: A First Look Sheriff Issaka Zhaoyi Zhang Mihir Heda Keyi Wang Yinka Ajibola Ryan DeMar Xuefeng Du 77 2 0 10 May 2024