Title
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception Yuncheng Huang Qi He Jiaqing Liang Sihang Jiang Yanghua Xiao Yunwen Chen LRM 95 3 0 29 Dec 2023
Overview of the PromptCBLUE Shared Task in CHIP2023 Wei-wei Zhu Xiaoling Wang Mosha Chen Buzhou Tang LM&MA ELM 98 7 0 29 Dec 2023
Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning Xiao-Yang Liu Rongyi Zhu Daochen Zha Jiechao Gao Shan Zhong Matt White Meikang Qiu 80 26 0 29 Dec 2023
Tracking with Human-Intent Reasoning Jiawen Zhu Zhi-Qi Cheng Jun-Yan He Chenyang Li Bin Luo Huchuan Lu Yifeng Geng Xuansong Xie LRM VOS 87 11 0 29 Dec 2023
State Machine of Thoughts: Leveraging Past Reasoning Trajectories for Enhancing Problem Solving Jia Liu Jie Shuai Xiyao Li LRM 93 2 0 29 Dec 2023
Learning to Generate Text in Arbitrary Writing Styles Aleem Khan Andrew Wang Sophia Hager Nicholas Andrews 101 6 0 28 Dec 2023
A Simple LLM Framework for Long-Range Video Question-Answering Ce Zhang Taixi Lu Md. Mohaiminul Islam Ziyang Wang Shoubin Yu Mohit Bansal Gedas Bertasius 192 92 0 28 Dec 2023
Think Before You Duel: Understanding Complexities of Preference Learning under Constrained Resources Rohan Deb Aadirupa Saha 69 0 0 28 Dec 2023
Structured Packing in LLM Training Improves Long Context Utilization Konrad Staniszewski Szymon Tworkowski Sebastian Jaszczur Yu Zhao Henryk Michalewski Lukasz Kuciñski Piotr Milo's 142 13 0 28 Dec 2023
LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation Ruizhe Zhong Xingbo Du Shixiong Kai Zhentao Tang Siyuan Xu Hui-Ling Zhen Jianye Hao Qiang Xu Mingxuan Yuan Junchi Yan 73 40 0 28 Dec 2023
Experiential Co-Learning of Software-Developing Agents Cheng Qian Yufan Dang Jiahao Li Wei Liu Zihao Xie ... Cheng Yang Xin Cong Xiaoyin Che Zhiyuan Liu Maosong Sun LLMAG 114 47 0 28 Dec 2023
DrugAssist: A Large Language Model for Molecule Optimization Geyan Ye Xibao Cai Houtim Lai Xing Wang Junhong Huang Longyue Wang Wei Liu Xian Zeng 135 33 0 28 Dec 2023
ZONE: Zero-Shot Instruction-Guided Local Editing Shanglin Li Bo-Wen Zeng Yutang Feng Sicheng Gao Xuhui Liu ... Li Lin Xu Tang Yao Hu Jianzhuang Liu Baochang Zhang DiffM 103 35 0 28 Dec 2023
Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning Chengwei Qin Wenhan Xia Fangkai Jiao Chen Chen Yuchen Hu Bosheng Ding R. Chen Shafiq Joty 111 7 0 28 Dec 2023
Large Language Models for Conducting Advanced Text Analytics Information Systems Research Benjamin Ampel Chi-Heng Yang Junjie Hu Hsinchun Chen 120 8 0 27 Dec 2023
Some things are more CRINGE than others: Iterative Preference Optimization with the Pairwise Cringe Loss Jing Xu Andrew Lee Sainbayar Sukhbaatar Jason Weston 80 97 0 27 Dec 2023
Adapting Large Language Models for Education: Foundational Capabilities, Potentials, and Challenges Qingyao Li Lingyue Fu Weiming Zhang Xianyu Chen Jingwei Yu Wei Xia Weinan Zhang Ruiming Tang Yong Yu AI4Ed ELM 146 24 0 27 Dec 2023
Preference as Reward, Maximum Preference Optimization with Importance Sampling Zaifan Jiang Xing Huang Chao Wei 105 2 0 27 Dec 2023
Task Contamination: Language Models May Not Be Few-Shot Anymore Changmao Li Jeffrey Flanigan 175 104 0 26 Dec 2023
Observable Propagation: Uncovering Feature Vectors in Transformers Jacob Dunefsky Arman Cohan 100 2 0 26 Dec 2023
RoleEval: A Bilingual Role Evaluation Benchmark for Large Language Models Tianhao Shen Sun Li Quan Tu Deyi Xiong LLMAG ELM 63 9 0 26 Dec 2023
Can ChatGPT Read Who You Are? Erik Derner D. Kučera Nuria Oliver Jan Zahálka 78 7 0 26 Dec 2023
AutoTask: Executing Arbitrary Voice Commands by Exploring and Learning from Mobile GUI Lihang Pan Bowen Wang Chun Yu Yuxuan Chen Xiangyu Zhang Yuanchun Shi 84 3 0 26 Dec 2023
Aligning Large Language Models with Human Preferences through Representation Engineering Tianlong Li Xiaohua Wang Muling Wu Changze Lv Changze Lv Zixuan Ling Jianhao Zhu Cenyuan Zhang Xiaoqing Zheng Xuanjing Huang 69 41 0 26 Dec 2023
ChartBench: A Benchmark for Complex Visual Reasoning in Charts Zhengzhuo Xu Sinan Du Yiyan Qi Chengjin Xu Chun Yuan Jian Guo 162 49 0 26 Dec 2023
Align on the Fly: Adapting Chatbot Behavior to Established Norms Chunpu Xu Steffi Chern Ethan Chern Ge Zhang Zekun Wang Ruibo Liu Jing Li Jie Fu Pengfei Liu 79 20 0 26 Dec 2023
SecQA: A Concise Question-Answering Dataset for Evaluating Large Language Models in Computer Security Zefang Liu ELM 48 27 0 26 Dec 2023
Alleviating Hallucinations of Large Language Models through Induced Hallucinations Yue Zhang Leyang Cui Wei Bi Shuming Shi HILM 111 57 0 25 Dec 2023
EcomGPT-CT: Continual Pre-training of E-commerce Large Language Models with Semi-structured Data Shirong Ma Shen Huang Shulin Huang Xiaobin Wang Yangning Li Hai-Tao Zheng Pengjun Xie Fei Huang Yong Jiang 118 6 0 25 Dec 2023
Instruction Fusion: Advancing Prompt Evolution through Hybridization Weidong Guo Jiuding Yang Kaitong Yang Xiangyang Li Zhuwei Rao Yu-Syuan Xu Di Niu 84 6 0 25 Dec 2023
What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning Wei Liu Weihao Zeng Keqing He Yong Jiang Junxian He ALM 145 239 0 25 Dec 2023
IQAGPT: Image Quality Assessment with Vision-language and ChatGPT Models Zhihao Chen Bin Hu Chuang Niu Tao Chen Yuxin Li Hongming Shan Ge Wang LM&MA MLLM 71 4 0 25 Dec 2023
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation Jiaxin Bai Yicheng Wang Tianshi Zheng Yue Guo Xin Liu Yangqiu Song 132 7 0 25 Dec 2023
Chatbot is Not All You Need: Information-rich Prompting for More Realistic Responses Seokhoon Jeong Assentay Makhmud 80 1 0 25 Dec 2023
A Survey on Open-Set Image Recognition Qiulei Dong Qiulei Dong BDL ObjD 92 7 0 25 Dec 2023
YAYI-UIE: A Chat-Enhanced Instruction Tuning Framework for Universal Information Extraction Xinglin Xiao Yijie Wang Nan Xu Yuqi Wang Hanxuan Yang Minzheng Wang Yin Luo Lei Wang Wenji Mao Daniel Zeng 57 21 0 24 Dec 2023
A Group Fairness Lens for Large Language Models Guanqun Bi Lei Shen Yuqiang Xie Yanan Cao Tiangang Zhu Xiao-feng He ALM 86 4 0 24 Dec 2023
LARP: Language-Agent Role Play for Open-World Games Ming Yan Ruihao Li Hao Zhang Hao Wang Zhilan Yang Ji Yan LLMAG LM&Ro AI4CE 86 17 0 24 Dec 2023
A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators Chen Zhang L. F. D’Haro Yiming Chen Malu Zhang Haizhou Li ELM 83 31 0 24 Dec 2023
Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought Limin Zheng Hao Fei Fei Li Bobo Li Lizi Liao Donghong Ji Chong Teng 71 7 0 23 Dec 2023
PokeMQA: Programmable knowledge editing for Multi-hop Question Answering Hengrui Gu Kaixiong Zhou Xiaotian Han Ninghao Liu Ruobing Wang Xin Wang LRM KELM 128 27 0 23 Dec 2023
Large Language Models as Zero-Shot Keyphrase Extractors: A Preliminary Empirical Study Mingyang Song Xuelian Geng Songfang Yao Shilong Lu Yi Feng Liping Jing 110 6 0 23 Dec 2023
Generative AI and the History of Architecture J. Ploennigs Markus Berger 83 1 0 22 Dec 2023
SutraNets: Sub-series Autoregressive Networks for Long-Sequence, Probabilistic Forecasting Shane Bergsma Timothy J. Zeyl Lei Guo AI4TS 100 3 0 22 Dec 2023
YAYI 2: Multilingual Open-Source Large Language Models Yin Luo Qingchao Kong Nan Xu Jia Cao Bao Hao ... Zhaoxin Yu Zhengda Luo Wenji Mao Lei Wang Dajun Zeng ALM OSLM 73 7 0 22 Dec 2023
Plan, Posture and Go: Towards Open-World Text-to-Motion Generation Jinpeng Liu Wen-Dao Dai Chunyu Wang Yiji Cheng Yansong Tang Xin Tong VGen DiffM 125 19 0 22 Dec 2023
A Mathematical Guide to Operator Learning Nicolas Boullé Alex Townsend 99 47 0 22 Dec 2023
FoodLMM: A Versatile Food Assistant using Large Multi-modal Model Yuehao Yin Huiyan Qi B. Zhu Jingjing Chen Yu-Gang Jiang Chong-Wah Ngo 87 21 0 22 Dec 2023
Reasons to Reject? Aligning Language Models with Judgments Weiwen Xu Deng Cai Zhisong Zhang Wai Lam Shuming Shi ALM 91 15 0 22 Dec 2023
Accelerated Convergence of Stochastic Heavy Ball Method under Anisotropic Gradient Noise Boyao Wang Yuxing Liu Xiaoyu Wang Tong Zhang 46 5 0 22 Dec 2023