Title
Understanding Large-Language Model (LLM)-powered Human-Robot Interaction Callie Y. Kim Christine P. Lee Bilge Mutlu LM&Ro 95 82 0 06 Jan 2024
The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models Junyi Li Jie Chen Ruiyang Ren Xiaoxue Cheng Wayne Xin Zhao Jian-Yun Nie Ji-Rong Wen HILM 103 57 0 06 Jan 2024
HAIM-DRL: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driving Zilin Huang Zihao Sheng Chengyuan Ma Sikai Chen 89 36 0 06 Jan 2024
CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models Yaojia Lv Haojie Pan Ruiji Fu Ming Liu Zhongyuan Wang Bing Qin 68 5 0 06 Jan 2024
UMIE: Unified Multimodal Information Extraction with Instruction Tuning Lin Sun Kai Zhang Qingyuan Li Renze Lou 89 14 0 05 Jan 2024
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism DeepSeek-AI Xiao Bi : Xiao Bi Deli Chen Guanting Chen ... Yao Zhao Shangyan Zhou Shunfeng Zhou Qihao Zhu Yuheng Zou LRM ALM 209 382 0 05 Jan 2024
Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks Kevin Everson Yile Gu Huck Yang Prashanth Gurunath Shivakumar Guan-Ting Lin ... Shalini Ghosh Wael Hamza Hung-yi Lee Ariya Rastrow A. Stolcke 70 6 0 05 Jan 2024
MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance Renjie Pi Tianyang Han Jianshu Zhang Yueqi Xie Boyao Wang Qing Lian Hanze Dong Jipeng Zhang Tong Zhang AAML 111 71 0 05 Jan 2024
Object-Centric Instruction Augmentation for Robotic Manipulation Junjie Wen Yichen Zhu Minjie Zhu Jinming Li Zhiyuan Xu ... Yaxin Peng Chaomin Shen Dong Liu Feifei Feng Jian Tang LM&Ro 116 17 0 05 Jan 2024
From LLM to Conversational Agent: A Memory Enhanced Architecture with Fine-Tuning of Large Language Models Na Liu Liangyu Chen Xiaoyu Tian Wei Zou Kaijiang Chen Ming Cui LLMAG 106 31 0 05 Jan 2024
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding Linyuan Gong Mostafa Elhoushi Alvin Cheung 150 18 0 05 Jan 2024
CoCoT: Contrastive Chain-of-Thought Prompting for Large Multimodal Models with Multiple Image Inputs Daoan Zhang Junming Yang Hanjia Lyu Zijian Jin Yuan Yao Mingkai Chen Jiebo Luo 104 40 0 05 Jan 2024
Large Language Models for Social Networks: Applications, Challenges, and Solutions Jingying Zeng Richard Huang Waleed Malik Langxuan Yin Bojan Babic Danny Shacham Xiao Yan Jaewon Yang Qi He 72 9 0 04 Jan 2024
LLaMA Pro: Progressive LLaMA with Block Expansion Chengyue Wu Yukang Gan Yixiao Ge Zeyu Lu Jiahao Wang Ye Feng Ying Shan Ping Luo CLL 90 72 0 04 Jan 2024
ChartAssisstant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning Fanqing Meng Wenqi Shao Quanfeng Lu Peng Gao Kaipeng Zhang Yu Qiao Ping Luo 121 55 0 04 Jan 2024
DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models Songbo Hu Xiaobin Wang Moy Yuan Anna Korhonen Ivan Vulić 89 4 0 04 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Dequan Wang AI4CE 113 25 0 04 Jan 2024
MobileAgent: enhancing mobile control via human-machine interaction and SOP integration Tinghe Ding LLMAG LM&Ro 124 12 0 04 Jan 2024
Understanding LLMs: A Comprehensive Overview from Training to Inference Yi-Hsueh Liu Haoyang He Tianle Han Xu-Yao Zhang Mengyuan Liu ... Xintao Hu Tuo Zhang Ning Qiang Tianming Liu Bao Ge SyDa 166 80 0 04 Jan 2024
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity Andrew Lee Xiaoyan Bai Itamar Pres Martin Wattenberg Jonathan K. Kummerfeld Rada Mihalcea 150 121 0 03 Jan 2024
Multilingual Instruction Tuning With Just a Pinch of Multilinguality Uri Shaham Jonathan Herzig Roee Aharoni Idan Szpektor Reut Tsarfaty Matan Eyal LRM 133 52 0 03 Jan 2024
Physio: An LLM-Based Physiotherapy Advisor Rúben Almeida Hugo Sousa L. F. Cunha Nuno Guimarães Ricardo Campos A. Jorge LM&MA 54 1 0 03 Jan 2024
A Novel Paradigm for Neural Computation: X-Net with Learnable Neurons and Adaptable Structure Yanjie Li Weijun Li Lina Yu Min Wu Jinyi Liu ... Xin Ning Yugui Zhang Baoli Lu Jian Xu Shuang Li 85 0 0 03 Jan 2024
GPT-4V(ision) is a Generalist Web Agent, if Grounded Boyuan Zheng Boyu Gou Jihyung Kil Huan Sun Yu-Chuan Su MLLM VLM LLMAG 142 264 0 03 Jan 2024
GOAT-Bench: Safety Insights to Large Multimodal Models through Meme-Based Social Abuse Hongzhan Lin Ziyang Luo Bo Wang Ruichao Yang Jing Ma 124 31 0 03 Jan 2024
Theoretical guarantees on the best-of-n alignment policy Ahmad Beirami Alekh Agarwal Jonathan Berant Alex DÁmour Jacob Eisenstein Chirag Nagpal A. Suresh 129 61 0 03 Jan 2024
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models Zixiang Chen Yihe Deng Huizhuo Yuan Kaixuan Ji Quanquan Gu SyDa 155 327 0 02 Jan 2024
LLM Harmony: Multi-Agent Communication for Problem Solving Sumedh Rasal LLMAG 66 24 0 02 Jan 2024
Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education Arne Bewersdorff Christian Hartmann Marie Hornberger Kathrin Seßler Maria Bannert Enkelejda Kasneci Gjergji Kasneci Xiaoming Zhai Claudia Nerdel 127 37 0 01 Jan 2024
A Computational Framework for Behavioral Assessment of LLM Therapists Yu Ying Chiu Ashish Sharma Inna Wanyin Lin Tim Althoff AI4MH 83 44 0 01 Jan 2024
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models Terry Yue Zhuo A. Zebaze Nitchakarn Suppattarachai Leandro von Werra H. D. Vries Qian Liu Niklas Muennighoff ALM 101 18 0 01 Jan 2024
Temporal Validity Change Prediction Georg Wenzel Adam Jatowt 99 0 0 01 Jan 2024
SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC Jinglong Luo Yehong Zhang Zhuo Zhang Jiaqi Zhang Xin Mu Hui Wang Yue Yu Zenglin Xu 116 10 0 01 Jan 2024
DocLLM: A layout-aware generative language model for multimodal document understanding Dongsheng Wang Natraj Raman Mathieu Sibue Zhiqiang Ma Petr Babkin Simerjot Kaur Yulong Pei Armineh Nourbakhsh Xiaomo Liu VLM 102 62 0 31 Dec 2023
A Generalist FaceX via Learning Unified Facial Representation Yue Han Jiangning Zhang Junwei Zhu Xiangtai Li Yanhao Ge Wei Li Chengjie Wang Yong Liu Xiaoming Liu Ying Tai DiffM 104 13 0 31 Dec 2023
HSC-GPT: A Large Language Model for Human Settlements Construction Ran Chen Xueqi Yao Xuhui Jiang Zhengqi Han Jingze Guo ... Chumin Liu Jing Zhao Zeke Lian Jingjing Zhang Keke Li 53 1 0 31 Dec 2023
keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM Chaojie Wang Yishi Xu Zhong Peng Chenxi Zhang Bo Chen Xinrun Wang Lei Feng Bo An 139 19 0 31 Dec 2023
RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models Cheng Niu Yuanhao Wu Juno Zhu Siliang Xu Kashun Shum Randy Zhong Juntong Song Tong Zhang HILM 110 109 0 31 Dec 2023
KernelGPT: Enhanced Kernel Fuzzing via Large Language Models Chenyuan Yang Zijie Zhao Lingming Zhang 112 17 0 31 Dec 2023
Boosting Large Language Model for Speech Synthesis: An Empirical Study Hong-ping Hao Long Zhou Shujie Liu Jinyu Li Shujie Hu Rui Wang Furu Wei 125 19 0 30 Dec 2023
Uncertainty-Penalized Reinforcement Learning from Human Feedback with Diverse Reward LoRA Ensembles Yuanzhao Zhai Han Zhang Yu Lei Yue Yu Kele Xu Dawei Feng Bo Ding Huaimin Wang AI4CE 147 35 0 30 Dec 2023
The Problem of Alignment Tsvetelina Hristova Liam Magee K. Soldatić 58 0 0 30 Dec 2023
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph Jinhao Jiang Kun Zhou Wayne Xin Zhao Yaliang Li Ji-Rong Wen LRM 77 27 0 30 Dec 2023
LLM-Assist: Enhancing Closed-Loop Planning with Language-Based Reasoning S. P. Sharan Francesco Pittaluga G. VijayKumarB. Manmohan Chandraker LRM 127 55 0 30 Dec 2023
ConfusionPrompt: Practical Private Inference for Online Large Language Models Peihua Mai Ran Yan Rui Ye Youjia Yang Yinchuan Li Yan Pang 73 2 0 30 Dec 2023
Jatmo: Prompt Injection Defense by Task-Specific Finetuning Julien Piet Maha Alrashed Chawin Sitawarin Sizhe Chen Zeming Wei Elizabeth Sun Basel Alomair David Wagner AAML SyDa 154 59 0 29 Dec 2023
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 156 175 0 29 Dec 2023
The Tyranny of Possibilities in the Design of Task-Oriented LLM Systems: A Scoping Survey Dhruv Dhamani Mary Lou Maher 92 1 0 29 Dec 2023
Building Efficient Universal Classifiers with Natural Language Inference Moritz Laurer W. Atteveldt Andreu Casas Kasper Welbers 98 8 0 29 Dec 2023
Olapa-MCoT: Enhancing the Chinese Mathematical Reasoning Capability of LLMs Shaojie Zhu Zhaobin Wang Chengxiang Zhuo Hui Lu Bo Hu Zang Li LRM 47 0 0 29 Dec 2023