Title
Halo: Estimation and Reduction of Hallucinations in Open-Source Weak Large Language Models Mohamed S. Elaraby Mengyin Lu Jacob Dunn Xueying Zhang Yu Wang Shizhu Liu Pingchuan Tian Yuping Wang Yuxuan Wang HILM 36 26 0 22 Aug 2023
Towards a Holodeck-style Simulation Game Ahad Shams D. Summers-Stay Arpan Tripathi V. Metelsky Alexandros Titonis Karan Malhotra VGen 21 2 0 22 Aug 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 41 1,126 0 22 Aug 2023
Music Understanding LLaMA: Advancing Text-to-Music Generation with Question Answering and Captioning Shansong Liu Atin Sakkeer Hussain Chenshuo Sun Yin Shan MLLM 32 46 0 22 Aug 2023
Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models Alex Nyffenegger Matthias Sturmer Joel Niklaus 34 6 0 22 Aug 2023
Using language models in the implicit automated assessment of mathematical short answer items Christopher M. Ormerod 36 0 0 21 Aug 2023
Giraffe: Adventures in Expanding Context Lengths in LLMs Arka Pal Deep Karkhanis Manley Roberts Samuel Dooley Arvind Sundararajan Siddartha Naidu 24 39 0 21 Aug 2023
LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles Shulin Huang Shirong Ma Hai-Tao Zheng Mengzuo Huang Wuhe Zou Weidong Zhang Haitao Zheng LLMAG LRM 33 27 0 21 Aug 2023
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors Weize Chen Yusheng Su Jingwei Zuo Cheng Yang Chenfei Yuan ... Xin Cong Ruobing Xie Zhiyuan Liu Maosong Sun Jie Zhou AI4CE LLMAG LM&Ro 38 265 0 21 Aug 2023
DataVinci: Learning Syntactic and Semantic String Repairs Mukul Singh J. Cambronero Sumit Gulwani Vu Le Carina Negreanu Gust Verbruggen NAI 19 3 0 21 Aug 2023
RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language Models Yasuto Hoshi Daisuke Miyashita Youyang Ng Kento Tatsuno Yasuhiro Morioka Osamu Torii J. Deguchi LRM 32 12 0 21 Aug 2023
Large Language Models for Software Engineering: A Systematic Literature Review Xinying Hou Yanjie Zhao Yue Liu Zhou Yang Kailong Wang Li Li Xiapu Luo David Lo John C. Grundy Haoyu Wang 39 324 0 21 Aug 2023
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding Tianyu Yu Chengyue Jiang Chao Lou Shen Huang Xiaobin Wang ... Haitao Zheng Ningyu Zhang Pengjun Xie Fei Huang Yong-jia Jiang LRM 59 16 0 21 Aug 2023
UbiPhysio: Support Daily Functioning, Fitness, and Rehabilitation with Action Understanding and Feedback in Natural Language Chongyang Wang Yuan Feng L. Zhong Siyi Zhu Chi Zhang ... Chen Liang Yuntao wang Chen-Jun He Chun Yu Yuanchun Shi 25 5 0 21 Aug 2023
An Examination of the Compositionality of Large Generative Vision-Language Models Teli Ma Rong Li Junwei Liang CoGe 34 2 0 21 Aug 2023
GradientCoin: A Peer-to-Peer Decentralized Large Language Models Yeqi Gao Zhao Song Junze Yin 31 18 0 21 Aug 2023
Large Language Models on Wikipedia-Style Survey Generation: an Evaluation in NLP Concepts Fan Gao Hang Jiang Rui Yang Qingcheng Zeng Jinghui Lu Moritz Blum Dairui Liu Tianwei She Yuang Jiang Irene Z Li ELM ALM LM&MA 35 8 0 21 Aug 2023
LibriSQA: A Novel Dataset and Framework for Spoken Question Answering with Large Language Models Zihan Zhao Yiyang Jiang Heyang Liu Yanfeng Wang Yu Wang 31 2 0 20 Aug 2023
Can ChatGPT replace StackOverflow? A Study on Robustness and Reliability of Large Language Model Code Generation Li Zhong Zilong Wang ELM SILM 19 59 0 20 Aug 2023
CharacterChat: Learning towards Conversational AI with Personalized Social Support Quan Tu Chuanqi Chen Jinpeng Li Yanran Li Shuo Shang Dongyan Zhao Ran Wang Rui Yan 21 51 0 20 Aug 2023
Scaling up Discovery of Latent Concepts in Deep NLP Models Majd Hawasly Fahim Dalvi Nadir Durrani 33 4 0 20 Aug 2023
How Good Are LLMs at Out-of-Distribution Detection? Bo Liu Li-Ming Zhan Zexin Lu Yu Feng Lei Xue Xiao-Ming Wu OODD 40 8 0 20 Aug 2023
LMTuner: An user-friendly and highly-integrable Training Framework for fine-tuning Large Language Models Yixuan Weng Zhiqi Wang Huanxuan Liao Shizhu He Shengping Liu Kang Liu Jun Zhao 45 3 0 20 Aug 2023
ChatEDA: A Large Language Model Powered Autonomous Agent for EDA Zhuolun He Haoyuan Wu Xinyun Zhang Xufeng Yao Su Zheng Haisheng Zheng Bei Yu LLMAG 40 50 0 20 Aug 2023
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? Kai Sun Yongjun Xu Hanwen Zha Yue Liu Xinhsuai Dong AI4MH 39 131 0 20 Aug 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 52 60 0 20 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yong-Jin Liu Gao Huang LLMAG 22 196 0 20 Aug 2023
ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations Sreyan Ghosh Chandra Kiran Reddy Evuru Sonal Kumar Utkarsh Tyagi Sakshi Singh Sanjoy Chowdhury Dinesh Manocha OOD 30 1 0 19 Aug 2023
UniDoc: A Universal Large Multimodal Model for Simultaneous Text Detection, Recognition, Spotting and Understanding Hao Feng Zijian Wang Jingqun Tang Jinghui Lu Wen-gang Zhou Houqiang Li Can Huang MLLM VLM 45 47 0 19 Aug 2023
GameEval: Evaluating LLMs on Conversational Games Dan Qiao Chenfei Wu Yaobo Liang Juntao Li Nan Duan ELM LLMAG 26 20 0 19 Aug 2023
Causal Intersectionality and Dual Form of Gradient Descent for Multimodal Analysis: a Case Study on Hateful Memes Yosuke Miyanishi Minh Le Nguyen 34 2 0 19 Aug 2023
Graph of Thoughts: Solving Elaborate Problems with Large Language Models Maciej Besta Nils Blach Aleš Kubíček Robert Gerstenberger Michal Podstawski ... Joanna Gajda Tomasz Lehmann H. Niewiadomski Piotr Nyczyk Torsten Hoefler LRM AI4CE LM&Ro 56 606 0 18 Aug 2023
Balancing Transparency and Risk: The Security and Privacy Risks of Open-Source Machine Learning Models Dominik Hintersdorf Lukas Struppek Kristian Kersting SILM 33 4 0 18 Aug 2023
MaScQA: A Question Answering Dataset for Investigating Materials Science Knowledge of Large Language Models Mohd Zaki J. Jayadeva Mausam N. M. A. Krishnan ELM 27 4 0 17 Aug 2023
Discrete Prompt Compression with Reinforcement Learning Hoyoun Jung Kyung-Joong Kim 32 24 0 17 Aug 2023
Semantic Consistency for Assuring Reliability of Large Language Models Harsh Raj Vipul Gupta Domenic Rosati S. Majumdar HILM 110 14 0 17 Aug 2023
Time Travel in LLMs: Tracing Data Contamination in Large Language Models Shahriar Golchin Mihai Surdeanu 35 93 0 16 Aug 2023
CMD: a framework for Context-aware Model self-Detoxification Zecheng Tang Keyan Zhou Juntao Li Yuyang Ding Pinzheng Wang Bowen Yan Minzhang MU 23 5 0 16 Aug 2023
It Ain't That Bad: Understanding the Mysterious Performance Drop in OOD Generalization for Generative Transformer Models Xingcheng Xu Zihao Pan Haipeng Zhang Yanqing Yang LRM 21 2 0 16 Aug 2023
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series Chenxi Sun Hongyan Li Yaliang Li linda Qiao AI4TS 37 115 0 16 Aug 2023
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification Aojun Zhou Ke Wang Zimu Lu Weikang Shi Sichun Luo ... Shaoqing Lu Anya Jia Linqi Song Mingjie Zhan Hongsheng Li ReLM LRM 36 146 0 15 Aug 2023
Robustness Over Time: Understanding Adversarial Examples' Effectiveness on Longitudinal Versions of Large Language Models Yugeng Liu Tianshuo Cong Zhengyu Zhao Michael Backes Yun Shen Yang Zhang AAML 41 6 0 15 Aug 2023
Informed Named Entity Recognition Decoding for Generative Language Models Tobias Deuβer L. Hillebrand Christian Bauckhage R. Sifa 35 8 0 15 Aug 2023
DS4DH at #SMM4H 2023: Zero-Shot Adverse Drug Events Normalization using Sentence Transformers and Reciprocal-Rank Fusion Anthony Yazdani H. Rouhizadeh David Vicente Alvarez Douglas Teodoro MedIm 24 5 0 15 Aug 2023
Better Zero-Shot Reasoning with Role-Play Prompting Aobo Kong Shiwan Zhao Hao Chen Qicheng Li Yong Qin Ruiqi Sun Xiaoxia Zhou Enzhi Wang Xiaohang Dong ReLM LLMAG LRM 33 149 0 15 Aug 2023
Attention Is Not All You Need Anymore Zhe Chen 32 3 0 15 Aug 2023
A Survey on Model Compression for Large Language Models Xunyu Zhu Jian Li Yong Liu Can Ma Weiping Wang 36 193 0 15 Aug 2023
Data Race Detection Using Large Language Models Le Chen Xianzhong Ding M. Emani T. Vanderbruggen Pei-Hung Lin Chunhua Liao 27 17 0 15 Aug 2023
Exploring the Intersection of Large Language Models and Agent-Based Modeling via Prompt Engineering Edward Junprung LLMAG 27 13 0 14 Aug 2023
Neural Authorship Attribution: Stylometric Analysis on Large Language Models Tharindu Kumarage Huan Liu DeLMO 30 8 0 14 Aug 2023