Title
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement Rui Yang Jiahao Zhu Jianping Man Li Fang Yi Zhou 24 18 0 12 Oct 2023
Large Language Models for Scientific Synthesis, Inference and Explanation Yizhen Zheng Huan Yee Koh Jiaxin Ju A. T. Nguyen Lauren T. May Geoffrey I. Webb Shirui Pan ELM 59 33 0 12 Oct 2023
AutoRepo: A general framework for multi-modal LLM-based automated construction reporting Hongxu Pu Xincong Yang Jing Li Runhao Guo Heng Li 22 6 0 11 Oct 2023
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models Ruotong Liao Xu Jia Yangzhe Li Yunpu Ma Volker Tresp AI4TS 31 24 0 11 Oct 2023
InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining Wei Ping Ming-Yu Liu Lawrence C. McAfee Peng Xu Bo Li Mohammad Shoeybi Bryan Catanzaro RALM 21 47 0 11 Oct 2023
KwaiYiiMath: Technical Report Jia-Yi Fu Lei Lin Xiaoyang Gao Pengli Liu Zhengzong Chen ... Zijia Lin Fuzheng Zhang Zhongyuan Wang Di Zhang Kun Gai LRM ReLM RALM 56 2 0 11 Oct 2023
An Adversarial Example for Direct Logit Attribution: Memory Management in gelu-4l James Dao Yeu-Tong Lau Can Rager Jett Janiak 37 5 0 11 Oct 2023
Typing to Listen at the Cocktail Party: Text-Guided Target Speaker Extraction Xiang Hao Jibin Wu Jianwei Yu Chenglin Xu Kay Chen Tan 32 10 0 11 Oct 2023
Adaptive Gating in Mixture-of-Experts based Language Models Jiamin Li Qiang Su Yitao Yang Yimin Jiang Cong Wang Hong-Yu Xu MoE 48 5 0 11 Oct 2023
Large Language Models can Learn Rules Zhaocheng Zhu Yuan Xue Xinyun Chen Denny Zhou Jian Tang Dale Schuurmans Hanjun Dai LRM ReLM 46 63 0 10 Oct 2023
Violation of Expectation via Metacognitive Prompting Reduces Theory of Mind Prediction Error in Large Language Models Courtland Leer Vincent Trost Vineeth Voruganti 26 3 0 10 Oct 2023
Benchmarking and Explaining Large Language Model-based Code Generation: A Causality-Centric Approach Zhenlan Ji Pingchuan Ma Zongjie Li Shuai Wang 34 22 0 10 Oct 2023
Gender, Age, and Technology Education Influence the Adoption and Appropriation of LLMs Fiona Draxler Daniel Buschek Mikke Tavast Perttu Hämäläinen Albrecht Schmidt Juhi Kulshrestha Robin Welsch 23 17 0 10 Oct 2023
AttributionLab: Faithfulness of Feature Attribution Under Controllable Environments Yang Zhang Yawei Li Hannah Brown Mina Rezaei Bernd Bischl Philip Torr Ashkan Khakzar Kenji Kawaguchi OOD 55 1 0 10 Oct 2023
Dynamical versus Bayesian Phase Transitions in a Toy Model of Superposition Zhongtian Chen Edmund Lau Jake Mendel Susan Wei Daniel Murfet 22 13 0 10 Oct 2023
BC4LLM: Trusted Artificial Intelligence When Blockchain Meets Large Language Models Haoxiang Luo Jian Luo Athanasios V. Vasilakos 39 9 0 10 Oct 2023
Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models Huaixiu Steven Zheng Swaroop Mishra Xinyun Chen Heng-Tze Cheng Ed H. Chi Quoc V. Le Denny Zhou RALM LRM 33 109 0 09 Oct 2023
Transformers and Large Language Models for Chemistry and Drug Discovery Andres M Bran Philippe Schwaller LM&MA MedIm AI4CE 43 14 0 09 Oct 2023
JVNV: A Corpus of Japanese Emotional Speech with Verbal Content and Nonverbal Expressions Detai Xin Junfeng Jiang Shinnosuke Takamichi Yuki Saito Akiko Aizawa Hiroshi Saruwatari 27 11 0 09 Oct 2023
LLM for SoC Security: A Paradigm Shift Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 74 48 0 09 Oct 2023
Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models Archiki Prasad Elias Stengel-Eskin Mohit Bansal ReLM LRM 38 8 0 09 Oct 2023
Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena Jiangjie Chen Siyu Yuan Rong Ye Bodhisattwa Prasad Majumder Kyle Richardson LLMAG ELM 33 56 0 09 Oct 2023
Imitator Learning: Achieve Out-of-the-Box Imitation Ability in Variable Environments Xiong-Hui Chen Junyin Ye Hang Zhao Yi-Chen Li Haoran Shi ... Si-Hang Yang Anqi Huang Kai Xu Zongzhang Zhang Yang Yu 35 0 0 09 Oct 2023
Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models Marco Bronzini Carlo Nicolini Bruno Lepri Andrea Passerini Jacopo Staiano 34 10 0 09 Oct 2023
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation Robert Litschko Max Müller-Eberstein Rob van der Goot Leon Weber Barbara Plank LRM 31 2 0 09 Oct 2023
Factuality Challenges in the Era of Large Language Models Isabelle Augenstein Timothy Baldwin Meeyoung Cha Tanmoy Chakraborty Giovanni Luca Ciampaglia ... Rubén Míguez Preslav Nakov Dietram A. Scheufele Shivam Sharma Giovanni Zagni HILM 47 41 0 08 Oct 2023
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity Lu Yin You Wu Zhenyu Zhang Cheng-Yu Hsieh Yaqing Wang ... Mykola Pechenizkiy Yi Liang Michael Bendersky Zhangyang Wang Shiwei Liu 39 79 0 08 Oct 2023
MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models Yifan Wei Yisong Su Huanhuan Ma Xiaoyan Yu Fangyu Lei Yuanzhe Zhang Jun Zhao Kang Liu LRM 32 10 0 08 Oct 2023
Lightweight In-Context Tuning for Multimodal Unified Models Yixin Chen Shuai Zhang Boran Han Jiaya Jia 24 2 0 08 Oct 2023
BRAINTEASER: Lateral Thinking Puzzles for Large Language Models Yifan Jiang Filip Ilievski Kaixin Ma Zhivar Sourati LRM ReLM 30 8 0 08 Oct 2023
Critique Ability of Large Language Models Liangchen Luo Zi Lin Yinxiao Liu Lei Shu Yun Zhu Jingbo Shang Lei Meng AI4MH LRM ELM 24 14 0 07 Oct 2023
Resprompt: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models Song Jiang Zahra Shakeri Aaron Chan Maziar Sanjabi Hamed Firooz ... Bugra Akyildiz Yizhou Sun Jinchao Li Qifan Wang Asli Celikyilmaz LRM ReLM 31 8 0 07 Oct 2023
The Cost of Down-Scaling Language Models: Fact Recall Deteriorates before In-Context Learning Tian Jin Nolan Clement Xin Dong Vaishnavh Nagarajan Michael Carbin Jonathan Ragan-Kelley Gintare Karolina Dziugaite LRM 59 5 0 07 Oct 2023
DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries Jianyou Wang Kaicheng Wang Xiaoyue Wang Prudhviraj Naidu Leon Bergen R. Paturi 50 11 0 07 Oct 2023
Trust in Generative AI among students: An Exploratory Study Matin Amoozadeh David Daniels Daye Nam Aayush Kumar Stella Chen Michael Hilton Sruti Srinivasa Ragavan Mohammad Amin Alipour 24 53 0 07 Oct 2023
The Role of Federated Learning in a Wireless World with Foundation Models Zihan Chen Howard H. Yang Y. C. Tay Kai Fong Ernest Chong Tony Q.S. Quek AI4CE 37 6 0 06 Oct 2023
Simulating Social Media Using Large Language Models to Evaluate Alternative News Feed Algorithms Petter Törnberg D. Valeeva J. Uitermark Christopher Bail LLMAG 47 43 0 05 Oct 2023
Procedural Text Mining with Large Language Models Anisa Rula Jennifer D’Souza 15 8 0 05 Oct 2023
Evaluating Hallucinations in Chinese Large Language Models Qinyuan Cheng Tianxiang Sun Wenwei Zhang Siyin Wang Xiangyang Liu ... Junliang He Mianqiu Huang Zhangyue Yin Kai Chen Xipeng Qiu HILM ELM 46 25 0 05 Oct 2023
Fine-tune Language Models to Approximate Unbiased In-context Learning Timothy Chu Zhao Song Chiwun Yang 41 15 0 05 Oct 2023
Predicting Emergent Abilities with Infinite Resolution Evaluation Shengding Hu Xin Liu Xu Han Xinrong Zhang Chaoqun He ... Ning Ding Zebin Ou Guoyang Zeng Zhiyuan Liu Maosong Sun ELM LRM 36 13 0 05 Oct 2023
Talking Models: Distill Pre-trained Knowledge to Downstream Models via Interactive Communication Zhe Zhao Qingyun Liu Huan Gui Bang An Lichan Hong Ed H. Chi 34 1 0 04 Oct 2023
Retrieval meets Long Context Large Language Models Peng Xu Ming-Yu Liu Xianchao Wu Lawrence C. McAfee Chen Zhu Zihan Liu Sandeep Subramanian Evelina Bakhturina Mohammad Shoeybi Bryan Catanzaro RALM LRM 19 82 0 04 Oct 2023
Multiple Physics Pretraining for Physical Surrogate Models Michael McCabe Bruno Régaldo-Saint Blancard Liam Parker Ruben Ohana M. Cranmer ... Francois Lanusse Mariel Pettee Tiberiu Teşileanu Kyunghyun Cho Shirley Ho PINN AI4CE 45 54 0 04 Oct 2023
A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4 Katikapalli Subramanyam Kalyan LM&MA AI4CE LRM AILaw ELM 48 226 0 04 Oct 2023
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation Chen Dun Mirian Hipolito Garcia Guoqing Zheng Ahmed Hassan Awadallah Anastasios Kyrillidis Robert Sim 96 6 0 04 Oct 2023
Spherical Position Encoding for Transformers Eren Unlu 18 0 0 04 Oct 2023
LanguageMPC: Large Language Models as Decision Makers for Autonomous Driving Hao Sha Yao Mu Yuxuan Jiang Li Chen Chenfeng Xu Ping Luo Shengbo Eben Li Masayoshi Tomizuka Wei Zhan Mingyu Ding 140 162 0 04 Oct 2023
Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation E. Zelikman Eliana Lorch Lester W. Mackey Adam Tauman Kalai LRM ReLM 43 47 0 03 Oct 2023
A Neural Scaling Law from Lottery Ticket Ensembling Ziming Liu Max Tegmark 29 4 0 03 Oct 2023