Title
Chain-of-Thought Hub: A Continuous Effort to Measure Large Language Models' Reasoning Performance Yao Fu Litu Ou Mingyu Chen Yuhao Wan Hao-Chun Peng Tushar Khot LLMAG ELM LRM ReLM 80 115 0 26 May 2023
Im-Promptu: In-Context Composition from Image Prompts Bhishma Dedhia Michael Chang Jake C. Snell Thomas Griffiths N. Jha LRM MLLM 103 2 0 26 May 2023
Large language models improve Alzheimer's disease diagnosis using multi-modality data Yingjie Feng Jun Wang Xianfeng Gu Xiaoyin Xu Hao Fei LM&MA 66 14 0 26 May 2023
From Dogwhistles to Bullhorns: Unveiling Coded Rhetoric with Language Models Julia Mendelsohn Ronan Le Bras Yejin Choi Maarten Sap 61 29 0 26 May 2023
On Evaluating Adversarial Robustness of Large Vision-Language Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Chongxuan Li Ngai-Man Cheung Min Lin VLM AAML MLLM 149 184 0 26 May 2023
Inductive detection of Influence Operations via Graph Learning N. Gabriel David A. Broniatowski N. Johnson AI4CE 41 10 0 26 May 2023
Playing repeated games with Large Language Models Elif Akata Lion Schulz Julian Coda-Forno Seong Joon Oh Matthias Bethge Eric Schulz 575 137 0 26 May 2023
On the Tool Manipulation Capability of Open-source Large Language Models Qiantong Xu Fenglu Hong Yangqiu Song Changran Hu Zheng Chen Jian Zhang LLMAG 100 78 0 25 May 2023
On the Robustness of Segment Anything Yihao Huang Yue Cao Tianlin Li Felix Juefei Xu Di Lin Ivor W.Tsang Yang Liu Qing Guo AAML VLM 88 27 0 25 May 2023
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation Niels Mündler Jingxuan He Slobodan Jenko Martin Vechev HILM 70 119 0 25 May 2023
Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers Sotiris Anagnostidis Dario Pavllo Luca Biggio Lorenzo Noci Aurelien Lucchi Thomas Hofmann 103 57 0 25 May 2023
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models Weixi Feng Wanrong Zhu Tsu-Jui Fu Varun Jampani Arjun Reddy Akula Xuehai He Sugato Basu Xinze Wang William Yang Wang MLLM 125 180 0 24 May 2023
Gorilla: Large Language Model Connected with Massive APIs Shishir G. Patil Tianjun Zhang Xin Wang Joseph E. Gonzalez ELM CLL ALM SyDa 127 572 0 24 May 2023
Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models Gen Luo Yiyi Zhou Tianhe Ren Shen Chen Xiaoshuai Sun Rongrong Ji VLM MLLM 117 98 0 24 May 2023
Bactrian-X: Multilingual Replicable Instruction-Following Models with Low-Rank Adaptation Haonan Li Fajri Koto Minghao Wu Alham Fikri Aji Timothy Baldwin ALM 72 76 0 24 May 2023
Sentiment Analysis in the Era of Large Language Models: A Reality Check Wenxuan Zhang Yue Deng Bing-Quan Liu Sinno Jialin Pan Lidong Bing AI4MH 98 311 0 24 May 2023
Vision + Language Applications: A Survey Yutong Zhou N. Shimada VLM 122 7 0 24 May 2023
AMELI: Enhancing Multimodal Entity Linking with Fine-Grained Attributes Barry Menglong Yao Yu Chen Qifan Wang Sijia Wang Minqian Liu Zhiyang Xu Licheng Yu Lifu Huang 130 8 0 24 May 2023
IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models Haoxuan You Rui Sun Zhecan Wang Long Chen Gengyu Wang Hammad A. Ayyubi Kai-Wei Chang Shih-Fu Chang VLM MLLM LRM 150 44 0 24 May 2023
Metamathematics of Algorithmic Composition Michael Gogins 106 2 0 24 May 2023
All Roads Lead to Rome? Exploring the Invariance of Transformers' Representations Yuxin Ren Qipeng Guo Zhijing Jin Shauli Ravfogel Mrinmaya Sachan Bernhard Schölkopf Ryan Cotterell 77 4 0 23 May 2023
Training Transitive and Commutative Multimodal Transformers with LoReTTa Manuel Tran Yashin Dicente Cid Amal Lahiani Fabian J. Theis Tingying Peng Eldad Klaiman 58 2 0 23 May 2023
TVTSv2: Learning Out-of-the-box Spatiotemporal Visual Representations at Scale Ziyun Zeng Yixiao Ge Zhan Tong Xihui Liu Shutao Xia Ying Shan 82 9 0 23 May 2023
APPLS: Evaluating Evaluation Metrics for Plain Language Summarization Yue Guo Tal August Gondy Leroy T. Cohen Lucy Lu Wang 178 9 0 23 May 2023
Flover: A Temporal Fusion Framework for Efficient Autoregressive Model Parallel Inference Jinghan Yao Nawras Alnaasan Tianrun Chen Hari Subramoni Hari Subramoni Dhabaleswar K. D. Panda 66 2 0 22 May 2023
Clembench: Using Game Play to Evaluate Chat-Optimized Language Models as Conversational Agents Kranti Chalamalasetti Jana Gotze Sherzod Hakimov Brielen Madureira P. Sadler David Schlangen ELM ALM LLMAG 99 36 0 22 May 2023
Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching Yang Liu Muzhi Zhu Hengtao Li Hao Chen Xinlong Wang Chunhua Shen VLM MLLM 181 90 0 22 May 2023
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis Fuzhao Xue Yao Fu Wangchunshu Zhou Zangwei Zheng Yang You 149 86 0 22 May 2023
Editing Large Language Models: Problems, Methods, and Opportunities Yunzhi Yao Peng Wang Bo Tian Shuyang Cheng Zhoubo Li Shumin Deng Huajun Chen Ningyu Zhang KELM 120 314 0 22 May 2023
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity Shayne Longpre Gregory Yauney Emily Reif Katherine Lee Adam Roberts ... Denny Zhou Jason W. Wei Kevin Robinson David M. Mimno Daphne Ippolito 117 168 0 22 May 2023
Lion: Adversarial Distillation of Proprietary Large Language Models Yuxin Jiang Chunkit Chan Yin Hua Wei Wang ALM 108 25 0 22 May 2023
TheoremQA: A Theorem-driven Question Answering dataset Wenhu Chen Ming Yin Max Ku Pan Lu Yixin Wan Xueguang Ma Jianyu Xu Xinyi Wang Tony Xia AIMat 131 140 0 21 May 2023
Shattering the Agent-Environment Interface for Fine-Tuning Inclusive Language Models Wanqiao Xu Shi Dong Dilip Arumugam Benjamin Van Roy 76 8 0 19 May 2023
Towards Generalizable Data Protection With Transferable Unlearnable Examples Bin Fang Yue Liu Shuang Wu Tianyi Zheng Shouhong Ding Ran Yi Lizhuang Ma 70 4 0 18 May 2023
PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering Xiaoman Zhang Chaoyi Wu Ziheng Zhao Weixiong Lin Ya Zhang Yanfeng Wang Weidi Xie LM&MA 159 183 0 17 May 2023
LeTI: Learning to Generate from Textual Interactions Xingyao Wang Hao Peng Reyhaneh Jabbarvand Heng Ji 116 30 0 17 May 2023
StructGPT: A General Framework for Large Language Model to Reason over Structured Data Jinhao Jiang Kun Zhou Zican Dong Keming Ye Wayne Xin Zhao Ji-Rong Wen LRM LMTD RALM 166 301 0 16 May 2023
Symbol tuning improves in-context learning in language models Jerry W. Wei Le Hou Andrew Kyle Lampinen Xiangning Chen Da Huang ... Xinyun Chen Yifeng Lu Denny Zhou Tengyu Ma Quoc V. Le LRM 90 80 0 15 May 2023
ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding Le Xue Ning Yu Shu Zhen Zhang Artemis Panagopoulou Junnan Li ... Jiajun Wu Caiming Xiong Ran Xu Juan Carlos Niebles Silvio Savarese 127 130 0 14 May 2023
CodeT5+: Open Code Large Language Models for Code Understanding and Generation Yue Wang Hung Le Akhilesh Deepak Gotmare Nghi D. Q. Bui Junnan Li Steven C. H. Hoi ALM 131 503 0 13 May 2023
Synergistic Interplay between Search and Large Language Models for Information Retrieval Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen Can Xu Guodong Long Dongyan Zhao Daxin Jiang KELM 129 6 0 12 May 2023
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning Wenliang Dai Junnan Li Dongxu Li A. M. H. Tiong Junqi Zhao Weisheng Wang Boyang Albert Li Pascale Fung Steven C. H. Hoi MLLM VLM 247 2,102 0 11 May 2023
Autonomous GIS: the next-generation AI-powered GIS Zhenlong Li H. Ning SyDa LLMAG 79 85 0 10 May 2023
BIOT: Cross-data Biosignal Learning in the Wild Chaoqi Yang M. P. M. Brandon Westover Jimeng Sun 62 10 0 10 May 2023
Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources Suraj Rajendran Weishen Pan M. Sabuncu Yong Chen Jiayu Zhou Fei Wang 102 14 0 10 May 2023
A Glimpse in ChatGPT Capabilities and its impact for AI research Frank Joublin Antonello Ceravola Joerg Deigmoeller Michael Gienger M. Franzius Julian Eggert SILM AI4MH ALM ELM 75 15 0 10 May 2023
FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance Lingjiao Chen Matei A. Zaharia James Zou LLMAG 186 250 0 09 May 2023
Augmented Large Language Models with Parametric Knowledge Guiding Ziyang Luo Can Xu Pu Zhao Xiubo Geng Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang KELM RALM 105 47 0 08 May 2023
Differentially Private Attention Computation Yeqi Gao Zhao Song Xin Yang 92 21 0 08 May 2023
Enhancing Knowledge Graph Construction Using Large Language Models Milena Trajanoska Riste Stojanov D. Trajanov 92 56 0 08 May 2023