Title
TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise Nan He Hanyu Lai Chenyang Zhao Zirui Cheng Junting Pan ... Zhaohui Hou Zhiyuan Huang Shaoqing Lu Ding Liang Mingjie Zhan LRM 29 13 0 29 Oct 2023
Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game Zelai Xu Chao Yu Fei Fang Yu Wang Yi Wu LLMAG 48 81 0 29 Oct 2023
Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey Weixu Zhang Yifei Wang Yuanfeng Song Victor Junqiu Wei Yuxing Tian Yiyan Qi Jonathan H. Chan Raymond Chi-Wing Wong Haiqin Yang LMTD 51 16 0 27 Oct 2023
Managing extreme AI risks amid rapid progress Yoshua Bengio Geoffrey Hinton Andrew Yao Dawn Song Pieter Abbeel ... Philip Torr Stuart J. Russell Daniel Kahneman J. Brauner Sören Mindermann 37 63 0 26 Oct 2023
In-Context Learning Dynamics with Random Binary Sequences Eric J. Bigelow Ekdeep Singh Lubana Robert P. Dick Hidenori Tanaka T. Ullman 34 4 0 26 Oct 2023
Using State-of-the-Art Speech Models to Evaluate Oral Reading Fluency in Ghana Owen Henkel Hannah Horne-Robinson Libby Hills Bill Roberts Joshua A. McGrane 19 0 0 26 Oct 2023
Can LLMs Grade Short-Answer Reading Comprehension Questions : An Empirical Study with a Novel Dataset Owen Henkel Libby Hills Bill Roberts Joshua A. McGrane AI4Ed 34 1 0 26 Oct 2023
Harnessing GPT-3.5-turbo for Rhetorical Role Prediction in Legal Cases Anas Belfathi Nicolas Hernandez Laura Monceaux AILaw 29 4 0 26 Oct 2023
Meaning and understanding in large language models Vladimír Havlík AI4CE 25 2 0 26 Oct 2023
Exploring Question Decomposition for Zero-Shot VQA Zaid Khan B. Vijaykumar S. Schulter Manmohan Chandraker Yun Fu ReLM 25 10 0 25 Oct 2023
Graph Agent: Explicit Reasoning Agent for Graphs Qinyong Wang Zhenxiang Gao Rong Xu AI4CE 23 5 0 25 Oct 2023
RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models Zefan Wang Zichuan Liu Yingying Zhang Aoxiao Zhong Lunting Fan Lingfei Wu Qingsong Wen 54 24 0 25 Oct 2023
MindLLM: Pre-training Lightweight Large Language Model from Scratch, Evaluations and Domain Applications Yizhe Yang Huashan Sun Jiawei Li Runheng Liu Yinghao Li Yuhang Liu Heyan Huang Yang Gao ALM LRM 16 8 0 24 Oct 2023
UI Layout Generation with LLMs Guided by UI Grammar Yuwen Lu Ziang Tong Qinyi Zhao Chengzhi Zhang Toby Jia-Jun Li 35 11 0 24 Oct 2023
LoRAShear: Efficient Large Language Model Structured Pruning and Knowledge Recovery Tianyi Chen Tianyu Ding Badal Yadav Ilya Zharkov Luming Liang 39 26 0 24 Oct 2023
Moral Foundations of Large Language Models Marwa Abdulhai Gregory Serapio-Garcia Clément Crepy Daria Valter John Canny Natasha Jaques LRM 65 42 0 23 Oct 2023
Large Language Models can Share Images, Too! Young-Jun Lee Dokyong Lee Joo Won Sung Jonghwan Hyeon Ho-Jin Choi MLLM 29 2 0 23 Oct 2023
Predictor-Rejector Multi-Class Abstention: Theoretical Analysis and Algorithms Anqi Mao M. Mohri Yutao Zhong 45 24 0 23 Oct 2023
Right, No Matter Why: AI Fact-checking and AI Authority in Health-related Inquiry Settings Elena Sergeeva Anastasia Sergeeva Huiyun Tang Kerstin Bongard-Blanchy Peter Szolovits 29 1 0 22 Oct 2023
Language Model Unalignment: Parametric Red-Teaming to Expose Hidden Harms and Biases Rishabh Bhardwaj Soujanya Poria ALM 57 16 0 22 Oct 2023
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing Xinyu Hu Pengfei Tang Simiao Zuo Zihan Wang Bowen Song Qiang Lou Jian Jiao Denis Xavier Charles LRM 48 7 0 20 Oct 2023
OpenAnnotate3D: Open-Vocabulary Auto-Labeling System for Multi-modal 3D Data Yijie Zhou Likun Cai Xianhui Cheng Zhongxue Gan Xiangyang Xue Wenchao Ding 3DV VLM 19 13 0 20 Oct 2023
SALMONN: Towards Generic Hearing Abilities for Large Language Models Changli Tang Wenyi Yu Guangzhi Sun Xianzhao Chen Tian Tan Wei Li Lu Lu Zejun Ma Chao Zhang LM&MA AuLLM 44 209 0 20 Oct 2023
An Emulator for Fine-Tuning Large Language Models using Small Language Models Eric Mitchell Rafael Rafailov Archit Sharma Chelsea Finn Christopher D. Manning ALM 41 53 0 19 Oct 2023
Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems David T. Hoffmann Simon Schrodi Jelena Bratulić Nadine Behrmann Volker Fischer Thomas Brox 38 5 0 19 Oct 2023
InViG: Benchmarking Interactive Visual Grounding with 500K Human-Robot Interactions Hanbo Zhang Jie Xu Yuchen Mo Tao Kong 22 1 0 18 Oct 2023
LoHoRavens: A Long-Horizon Language-Conditioned Benchmark for Robotic Tabletop Manipulation Shengqiang Zhang Philipp Wicke Lutfi Kerem Senel Luis F. C. Figueredo Abdeldjallil Naceri Sami Haddadin Barbara Plank Hinrich Schütze LM&Ro 42 10 0 18 Oct 2023
A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challenge Yikun Han Chunjiang Liu Pengfei Wang 38 59 0 18 Oct 2023
Leveraging Large Language Model for Automatic Evolving of Industrial Data-Centric R&D Cycle Xu Yang Xiao Yang Weiqing Liu Jinhui Li Peng Yu Zeqi Ye Jiang Bian 37 1 0 17 Oct 2023
Entity Matching using Large Language Models Ralph Peeters Christian Bizer 38 13 0 17 Oct 2023
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang 36 1 0 17 Oct 2023
Denevil: Towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning Shitong Duan Xiaoyuan Yi Peng Zhang Tun Lu Xing Xie Ning Gu 38 9 0 17 Oct 2023
CoTFormer: More Tokens With Attention Make Up For Less Depth Amirkeivan Mohtashami Matteo Pagliardini Martin Jaggi 22 1 0 16 Oct 2023
Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks Jiaying Wu Bryan Hooi 44 56 0 16 Oct 2023
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking Yuxiang Wu Guanting Dong Weiran Xu 56 3 0 16 Oct 2023
LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation Kibum Kim Kanghoon Yoon Jaeyeong Jeon Yeonjun In Jinyoung Moon Donghyun Kim Chanyoung Park 36 15 0 16 Oct 2023
Privacy in Large Language Models: Attacks, Defenses and Future Directions Haoran Li Yulin Chen Jinglong Luo Yan Kang Xiaojin Zhang Qi Hu Chunkit Chan Yangqiu Song PILM 55 42 0 16 Oct 2023
Generative Calibration for In-context Learning Zhongtao Jiang Yuanzhe Zhang Cao Liu Jun Zhao Kang Liu 175 18 0 16 Oct 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Keli Zhang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 45 118 0 16 Oct 2023
PELA: Learning Parameter-Efficient Models with Low-Rank Approximation Yangyang Guo Guangzhi Wang Mohan S. Kankanhalli 21 3 0 16 Oct 2023
Beyond Segmentation: Road Network Generation with Multi-Modal LLMs Sumedh Rasal Sanjay K. Boddhu 40 5 0 15 Oct 2023
Configuration Validation with Large Language Models Xinyu Lian Yinfang Chen Runxiang Cheng Jie Huang Parth Thakkar Minjia Zhang Tianyin Xu 23 10 0 15 Oct 2023
How Good is ChatGPT in Giving Advice on Your Visualization Design? Nam Wook Kim Grace Myers Benjamin Bach 33 20 0 14 Oct 2023
Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task Maya Okawa Ekdeep Singh Lubana Robert P. Dick Hidenori Tanaka CoGe DiffM 39 46 0 13 Oct 2023
Learning To Teach Large Language Models Logical Reasoning Meiqi Chen Yubo Ma Kaitao Song Yixin Cao Yan Zhang Dongsheng Li ELM LRM 33 14 0 13 Oct 2023
Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs Yuxin Zhang Lirui Zhao Mingbao Lin Yunyun Sun Yiwu Yao Xingjia Han Jared Tanner Shiwei Liu Rongrong Ji SyDa 45 40 0 13 Oct 2023
Adaptivity and Modularity for Efficient Generalization Over Task Complexity Samira Abnar Omid Saremi Laurent Dinh Shantel Wilson Miguel Angel Bautista ... Vimal Thilak Etai Littwin Jiatao Gu Josh Susskind Samy Bengio 46 5 0 13 Oct 2023
GLoRE: Evaluating Logical Reasoning of Large Language Models Hanmeng Liu Zhiyang Teng Ruoxi Ning Jian Liu Qiji Zhou Yuexin Zhang Yue Zhang ReLM ELM LRM 70 8 0 13 Oct 2023
Do pretrained Transformers Learn In-Context by Gradient Descent? Lingfeng Shen Aayush Mishra Daniel Khashabi 41 7 0 12 Oct 2023
Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning Zhe Yang Damai Dai Peiyi Wang Zhifang Sui 42 9 0 12 Oct 2023