Title
Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models Holy Lovenia Wenliang Dai Samuel Cahyawijaya Ziwei Ji Pascale Fung MLLM 38 51 0 09 Oct 2023
ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data Tianyang Zhong Wei Zhao Yutong Zhang Yi Pan Peixin Dong ... Dinggang Shen Jun-Feng Han Tianming Liu Jun Liu Tuo Zhang MedIm LM&MA 55 14 0 08 Oct 2023
Do Large Language Models Know about Facts? Xuming Hu Junzhe Chen Xiaochuan Li Yingxin Lai Lijie Wen Philip S. Yu Zhijiang Guo HILM KELM 39 49 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 35 10 0 08 Oct 2023
Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature Guangsheng Bao Yanbin Zhao Zhiyang Teng Linyi Yang Yue Zhang 37 136 0 08 Oct 2023
Benchmarking Large Language Models with Augmented Instructions for Fine-grained Information Extraction Junfeng Gao Huan Zhao Yice Zhang Wei Wang Changlong Yu Ruifeng Xu 27 12 0 08 Oct 2023
Self-Convinced Prompting: Few-Shot Question Answering with Repeated Introspection Haodi Zhang Min Cai Xinhe Zhang Chen Zhang Rui Mao Kaishun Wu KELM LRM ReLM 32 8 0 08 Oct 2023
Counter Turing Test CT^2: AI-Generated Text Detection is Not as Easy as You May Think -- Introducing AI Detectability Index Megha Chakraborty S.M. Towhidul Islam Tonmoy S. M. Mehedi Krish Sharma Niyar R. Barman ... Tanay Kumar Vinija Jain Aman Chadha Amit P. Sheth Amitava Das DeLMO 22 21 0 08 Oct 2023
Revisiting Large Language Models as Zero-shot Relation Extractors Guozheng Li Peng Wang Wenjun Ke KELM LRM ReLM 65 26 0 08 Oct 2023
Compresso: Structured Pruning with Collaborative Prompting Learns Compact Large Language Models Song Guo Jiahang Xu Li Lyna Zhang Mao Yang 33 14 0 08 Oct 2023
The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations Vipula Rawte Swagata Chakraborty Agnibh Pathak Anubhav Sarkar S.M. Towhidul Islam Tonmoy Aman Chadha Mikel Artetxe Punit Daniel Simig HILM 48 120 0 08 Oct 2023
Uncovering hidden geometry in Transformers via disentangling position and context Jiajun Song Yiqiao Zhong 39 10 0 07 Oct 2023
Dual Grained Quantization: Efficient Fine-Grained Quantization for LLM Luoming Zhang Wen Fei Weijia Wu Yefei He Zhenyu Lou Hong Zhou MQ 30 5 0 07 Oct 2023
Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages Shih-Cheng Huang Pin-Zu Li Yu-Chi Hsu Kuang-Ming Chen Yu Tung Lin Shih-Kai Hsiao Richard Tzong-Han Tsai Hung-yi Lee MoMe 34 14 0 07 Oct 2023
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets Neng Wang Hongyang Yang Chris Wang 32 46 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
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies Shuaiwen Leon Song Bonnie Kruft Minjia Zhang Conglong Li Shiyang Chen ... Arash Vahdat Chaowei Xiao Thomas Gibbs Anima Anandkumar R. Stevens 54 14 0 06 Oct 2023
A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators M. Emani Sam Foreman Varuni K. Sastry Zhen Xie Siddhisanket Raskar William Arnold R. Thakur V. Vishwanath M. Papka ELM 37 10 0 06 Oct 2023
Why Do We Need Weight Decay in Modern Deep Learning? Maksym Andriushchenko Francesco DÁngelo Aditya Varre Nicolas Flammarion 31 28 0 06 Oct 2023
Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning Yinger Zhang Hui Cai Xeirui Song Yicheng Chen Rui Sun Jing Zheng LRM 24 7 0 06 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
Deep Representations of First-person Pronouns for Prediction of Depression Symptom Severity Xinyang Ren Hannah A. Burkhardt Patricia A. Areán Thomas D Hull Trevor Cohen 16 0 0 05 Oct 2023
Hate Speech Detection in Limited Data Contexts using Synthetic Data Generation Aman Khullar Daniel K. Nkemelu Cuong V. Nguyen Michael L. Best 45 2 0 04 Oct 2023
Low Resource Summarization using Pre-trained Language Models Mubashir Munaf Hammad Afzal N. Iltaf Khawir Mahmood 18 4 0 04 Oct 2023
Functional trustworthiness of AI systems by statistically valid testing Bernhard Nessler Thomas Doms Sepp Hochreiter 39 0 0 04 Oct 2023
OceanGPT: A Large Language Model for Ocean Science Tasks Zhen Bi Ningyu Zhang Yida Xue Yixin Ou Daxiong Ji Guozhou Zheng Huajun Chen ALM LLMAG 34 29 0 03 Oct 2023
Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models Mor Ventura Eyal Ben-David Anna Korhonen Roi Reichart 23 11 0 03 Oct 2023
HallE-Control: Controlling Object Hallucination in Large Multimodal Models Bohan Zhai Shijia Yang Chenfeng Xu Sheng Shen Kurt Keutzer Chunyuan Li Manling Li MLLM 31 12 0 03 Oct 2023
Closing the Curious Case of Neural Text Degeneration Matthew Finlayson John Hewitt Alexander Koller Swabha Swayamdipta Ashish Sabharwal 47 17 0 02 Oct 2023
Naming Practices of Pre-Trained Models in Hugging Face Wenxin Jiang Chingwo Cheung Mingyu Kim Heesoo Kim George K. Thiruvathukal James C. Davis CVBM 28 6 0 02 Oct 2023
VAL: Interactive Task Learning with GPT Dialog Parsing Lane Lawley Christopher MacLellan VLM 21 11 0 02 Oct 2023
Making LLaMA SEE and Draw with SEED Tokenizer Yuying Ge Sijie Zhao Ziyun Zeng Yixiao Ge Chen Li Xintao Wang Ying Shan 38 128 0 02 Oct 2023
All Languages Matter: On the Multilingual Safety of Large Language Models Wenxuan Wang Zhaopeng Tu Chang Chen Youliang Yuan Jen-tse Huang Wenxiang Jiao Michael R. Lyu ALM LRM 41 33 0 02 Oct 2023
Adapting LLM Agents with Universal Feedback in Communication Kuan-Chieh Wang Yadong Lu Michael Santacroce Yeyun Gong Chao Zhang Yelong Shen LLMAG 36 7 0 01 Oct 2023
Pink: Unveiling the Power of Referential Comprehension for Multi-modal LLMs Shiyu Xuan Qingpei Guo Ming Yang Shiliang Zhang MLLM ObjD 18 38 0 01 Oct 2023
Revolutionizing Mobile Interaction: Enabling a 3 Billion Parameter GPT LLM on Mobile Samuel Carreira Tomás Marques J. Ribeiro Carlos Grilo 11 0 0 29 Sep 2023
PB-LLM: Partially Binarized Large Language Models Yuzhang Shang Zhihang Yuan Qiang Wu Zhen Dong MQ 36 44 0 29 Sep 2023
Training and inference of large language models using 8-bit floating point Sergio P. Perez Yan Zhang James Briggs Charlie Blake Prashanth Krishnamurthy Paul Balanca Carlo Luschi Stephen Barlow Andrew William Fitzgibbon MQ 42 18 0 29 Sep 2023
Comparative Analysis of Named Entity Recognition in the Dungeons and Dragons Domain Gayashan Weerasundara Nisansa de Silva 21 2 0 29 Sep 2023
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines Xin Cheng Xun Wang Tao Ge Si-Qing Chen Heng Chang Dongyan Zhao Rui Yan 69 2 0 29 Sep 2023
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 108 1,639 0 28 Sep 2023
Unlikelihood Tuning on Negative Samples Amazingly Improves Zero-Shot Translation Junjie Yang Liang Ding Li Shen Matthieu Labeau Yibing Zhan Weifeng Liu Dacheng Tao VLM 45 4 0 28 Sep 2023
A Benchmark for Learning to Translate a New Language from One Grammar Book Garrett Tanzer Mirac Suzgun Chenguang Xi Dan Jurafsky Luke Melas-Kyriazi 35 51 0 28 Sep 2023
Language Models as a Service: Overview of a New Paradigm and its Challenges Emanuele La Malfa Aleksandar Petrov Simon Frieder Christoph Weinhuber Ryan Burnell Raza Nazar Anthony Cohn Nigel Shadbolt Michael Wooldridge ALM ELM 35 3 0 28 Sep 2023
Large Language Models in Finance: A Survey Yinheng Li Shaofei Wang Han Ding Hang Chen AIFin 40 179 0 28 Sep 2023
ModuLoRA: Finetuning 2-Bit LLMs on Consumer GPUs by Integrating with Modular Quantizers Junjie Yin Jiahao Dong Yingheng Wang Christopher De Sa Volodymyr Kuleshov MQ 38 4 0 28 Sep 2023
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models Cheng Chen Yuchen Hu Chao-Han Huck Yang Sabato Marco Siniscalchi Pin-Yu Chen Eng Siong Chng 36 43 0 27 Sep 2023
Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting Chao-Han Huck Yang Yile Gu Yi-Chieh Liu Shalini Ghosh I. Bulyko A. Stolcke KELM LRM 46 40 0 27 Sep 2023
Graph Neural Prompting with Large Language Models Yijun Tian Huan Song Zichen Wang Haozhu Wang Ziqing Hu Fang Wang Nitesh Chawla Panpan Xu AI4CE 48 45 0 27 Sep 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming Liu Bing Qin Ting Liu LRM AI4CE 42 156 0 27 Sep 2023