Title
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis Chao Zhang Yuren Mao Yijiang Fan Yu Mi Yunjun Gao Lu Chen Dongfang Lou Jinshu Lin 45 23 0 19 Jan 2024
DiffusionGPT: LLM-Driven Text-to-Image Generation System Jie Qin Jie Wu Weifeng Chen Yuxi Ren Huixian Li Hefeng Wu Xuefeng Xiao Rui Wang S. Wen DiffM 62 25 0 18 Jan 2024
Large Language Models for Scientific Information Extraction: An Empirical Study for Virology Mahsa Shamsabadi Jennifer D'Souza Sören Auer 36 6 0 18 Jan 2024
GPT4Ego: Unleashing the Potential of Pre-trained Models for Zero-Shot Egocentric Action Recognition Guangzhao Dai Xiangbo Shu Wenhao Wu Rui Yan Jiachao Zhang VLM 40 5 0 18 Jan 2024
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap Xingyu Wu Sheng-hao Wu Jibin Wu Liang Feng Kay Chen Tan ELM 56 59 0 18 Jan 2024
Gradable ChatGPT Translation Evaluation Hui Jiao Bei Peng Lu Zong Xiaojun Zhang Xinwei Li 40 2 0 18 Jan 2024
LOCALINTEL: Generating Organizational Threat Intelligence from Global and Local Cyber Knowledge Shaswata Mitra Subash Neupane Trisha Chakraborty Sudip Mittal Aritran Piplai Manas Gaur Shahram Rahimi 44 25 0 18 Jan 2024
Learning Shortcuts: On the Misleading Promise of NLU in Language Models Geetanjali Bihani Julia Taylor Rayz 33 3 0 17 Jan 2024
Vlogger: Make Your Dream A Vlog Shaobin Zhuang Kunchang Li Xinyuan Chen Yaohui Wang Ziwei Liu Yu Qiao Yali Wang VGen DiffM 43 35 0 17 Jan 2024
Machine Translation with Large Language Models: Prompt Engineering for Persian, English, and Russian Directions Nooshin Pourkamali Shler Ebrahim Sharifi LRM 50 9 0 16 Jan 2024
Forging Vision Foundation Models for Autonomous Driving: Challenges, Methodologies, and Opportunities Xu Yan Haiming Zhang Yingjie Cai Jingming Guo Weichao Qiu ... Lihui Jiang Wei Zhang Hongbo Zhang Dengxin Dai Bingbing Liu 66 18 0 16 Jan 2024
DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent) Zongxin Yang Guikun Chen Xiaodi Li Wenguan Wang Yi Yang LM&Ro LLMAG 69 35 0 16 Jan 2024
AI-as-exploration: Navigating intelligence space Dimitri Coelho Mollo 50 1 0 15 Jan 2024
The What, Why, and How of Context Length Extension Techniques in Large Language Models -- A Detailed Survey Saurav Pawar S.M. Towhidul Islam Tonmoy S. M. M. Zaman Vinija Jain Aman Chadha Amitava Das 42 28 0 15 Jan 2024
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding Heming Xia Zhe Yang Qingxiu Dong Peiyi Wang Yongqi Li Tao Ge Tianyu Liu Wenjie Li Zhifang Sui LRM 43 106 0 15 Jan 2024
On the importance of Data Scale in Pretraining Arabic Language Models Abbas Ghaddar Philippe Langlais Mehdi Rezagholizadeh Boxing Chen 27 0 0 15 Jan 2024
MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception Yuhao Wang Yusheng Liao Heyang Liu Hongcheng Liu Yu Wang Yanfeng Wang LRM VLM 30 13 0 15 Jan 2024
Developing ChatGPT for Biology and Medicine: A Complete Review of Biomedical Question Answering Qing Li Lei Li Yu Li LM&MA AI4MH 51 6 0 15 Jan 2024
ELLA-V: Stable Neural Codec Language Modeling with Alignment-guided Sequence Reordering Ya-Zhen Song Zhuo Chen Xiaofei Wang Ziyang Ma Xie Chen AuLLM 30 37 0 14 Jan 2024
MapGPT: Map-Guided Prompting with Adaptive Path Planning for Vision-and-Language Navigation Jiaqi Chen Bingqian Lin Ran Xu Zhenhua Chai Xiaodan Liang Kwan-Yee K. Wong LM&Ro LLMAG 41 28 0 14 Jan 2024
Inroads to a Structured Data Natural Language Bijection and the role of LLM annotation Blake Vente 31 0 0 14 Jan 2024
Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models Zhengxin Zhang Dan Zhao Xupeng Miao Gabriele Oliaro Qing Li Yong-jia Jiang Zhihao Jia MQ 51 7 0 13 Jan 2024
PUB: A Pragmatics Understanding Benchmark for Assessing LLMs' Pragmatics Capabilities S. Sravanthi Meet Doshi Tankala Pavan Kalyan Rudra Murthy Pushpak Bhattacharyya Raj Dabre 24 20 0 13 Jan 2024
Extending LLMs' Context Window with 100 Samples Yikai Zhang Junlong Li Pengfei Liu 39 11 0 13 Jan 2024
Mind Your Format: Towards Consistent Evaluation of In-Context Learning Improvements Anton Voronov Lena Wolf Max Ryabinin 35 47 0 12 Jan 2024
Structsum Generation for Faster Text Comprehension Parag Jain Andreea Marzoca Francesco Piccinno ReLM 39 5 0 12 Jan 2024
Don't Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation Giorgos Vernikos Andrei Popescu-Belis 45 14 0 12 Jan 2024
Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models Yae Jee Cho Luyang Liu Zheng Xu Aldi Fahrezi Gauri Joshi 43 48 0 12 Jan 2024
AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters L. Lucy Suchin Gururangan Luca Soldaini Emma Strubell David Bamman Lauren Klein Jesse Dodge 40 15 0 12 Jan 2024
Always-Sparse Training by Growing Connections with Guided Stochastic Exploration Mike Heddes Narayan Srinivasa T. Givargis Alexandru Nicolau 91 0 0 12 Jan 2024
xTrimoPGLM: Unified 100B-Scale Pre-trained Transformer for Deciphering the Language of Protein Bo Chen Xingyi Cheng Pan Li Yangli-ao Geng Jing Gong ... Chiming Liu Aohan Zeng Yuxiao Dong Jie Tang Leo T. Song 47 102 0 11 Jan 2024
Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments Antoine Dedieu Wolfgang Lehrach Guangyao Zhou Dileep George Miguel Lazaro-Gredilla 48 2 0 11 Jan 2024
Towards Boosting Many-to-Many Multilingual Machine Translation with Large Language Models Pengzhi Gao Zhongjun He Hua Wu Haifeng Wang AI4CE 39 3 0 11 Jan 2024
Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages Zhuoyuan Mao Yen Yu ALM 23 2 0 11 Jan 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong ZuJie Wen Ke Xu Qi Li 63 57 0 11 Jan 2024
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering Jinxi Liu S. Cao Jiaxin Shi Tingjian Zhang Lunyiu Nie Linmei Hu Lei Hou Juanzi Li ELM 33 3 0 11 Jan 2024
A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism Brian Thompson Mehak Preet Dhaliwal Peter Frisch Tobias Domhan Marcello Federico 33 16 0 11 Jan 2024
Cross-modal Retrieval for Knowledge-based Visual Question Answering Paul Lerner Olivier Ferret C. Guinaudeau 38 7 0 11 Jan 2024
FourCastNeXt: Optimizing FourCastNet Training for Limited Compute Edison Guo Maruf Ahmed Yue Sun Rui Yang Harrison Cook Tennessee Leeuwenburg Ben Evans 26 1 0 10 Jan 2024
VLP: Vision Language Planning for Autonomous Driving Chenbin Pan Burhaneddin Yaman T. Nesti Abhirup Mallik A. Allievi Senem Velipasalar Liu Ren VLM 27 59 0 10 Jan 2024
An EcoSage Assistant: Towards Building A Multimodal Plant Care Dialogue Assistant Mohit Tomar Abhisek Tiwari Tulika Saha Prince Jha Sriparna Saha 30 1 0 10 Jan 2024
Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning Yiqi Wang Wentao Chen Xiaotian Han Xudong Lin Haiteng Zhao Yongfei Liu Bohan Zhai Jianbo Yuan Quanzeng You Hongxia Yang LRM 47 74 0 10 Jan 2024
DCR: Divide-and-Conquer Reasoning for Multi-choice Question Answering with LLMs Zijie Meng Yan Zhang Zhaopeng Feng Zuozhu Liu LRM 35 4 0 10 Jan 2024
Convergences and Divergences between Automatic Assessment and Human Evaluation: Insights from Comparing ChatGPT-Generated Translation and Neural Machine Translation Zhaokun Jiang Ziyin Zhang EGVM 29 3 0 10 Jan 2024
Graph-of-Thought: Utilizing Large Language Models to Solve Complex and Dynamic Business Problems Ye Li AI4CE 26 0 0 10 Jan 2024
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue Jia-Chen Gu Haoyang Xu Jun-Yu Ma Pan Lu Zhen-Hua Ling Kai-Wei Chang Nanyun Peng KELM 38 37 0 09 Jan 2024
How predictable is language model benchmark performance? David Owen ELM LRM 29 19 0 09 Jan 2024
Agent Alignment in Evolving Social Norms Shimin Li Tianxiang Sun Qinyuan Cheng Xipeng Qiu LLMAG 43 8 0 09 Jan 2024
TechGPT-2.0: A large language model project to solve the task of knowledge graph construction Jiaqi Wang Yuying Chang Zhong Li Ning An Qi Ma Lei Hei Haibo Luo Yifei Lu Feiliang Ren 21 6 0 09 Jan 2024
Setting the Record Straight on Transformer Oversmoothing G. Dovonon M. Bronstein Matt J. Kusner 42 5 0 09 Jan 2024