Title
Rethinking the Evaluation Protocol of Domain Generalization Han Yu Xingxuan Zhang Renzhe Xu Jiashuo Liu Yue He Peng Cui OOD 88 8 0 24 May 2023
ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories Heming Xia Qingxiu Dong Lei Li Jingjing Xu Tianyu Liu Ziwei Qin Zhifang Sui MLLM VLM 61 3 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 102 97 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 70 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 91 308 0 24 May 2023
Reasoning with Language Model is Planning with World Model Shibo Hao Yi Gu Haodi Ma Joshua Jiahua Hong Zhen Wang D. Wang Zhiting Hu ReLM LRM LLMAG 163 603 0 24 May 2023
Investigating Table-to-Text Generation Capabilities of LLMs in Real-World Information Seeking Scenarios Yilun Zhao Haowei Zhang Shengyun Si Linyong Nan Xiangru Tang Arman Cohan LMTD 102 12 0 24 May 2023
Extracting Psychological Indicators Using Question Answering Luka Pavlović 21 0 0 24 May 2023
Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers Zixuan Jiang Jiaqi Gu Hanqing Zhu David Z. Pan AI4CE 102 18 0 24 May 2023
Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models Amirhossein Kazemnejad Mehdi Rezagholizadeh Prasanna Parthasarathi Sarath Chandar ELM 60 2 0 24 May 2023
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models Lyne Tchapmi Mingyu Derek Ma Fei Wang Chaowei Xiao Muhao Chen SILM 134 85 0 24 May 2023
Emergent inabilities? Inverse scaling over the course of pretraining J. Michaelov Benjamin Bergen LRM ReLM 52 3 0 24 May 2023
Enabling Large Language Models to Generate Text with Citations Tianyu Gao Howard Yen Jiatong Yu Danqi Chen LM&MA HILM 139 357 0 24 May 2023
ExpertPrompting: Instructing Large Language Models to be Distinguished Experts Benfeng Xu An Yang Junyang Lin Quang Wang Chang Zhou Yongdong Zhang Zhendong Mao ALM 119 142 0 24 May 2023
Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding Zheng Chen Ziyan Jiang Fan Yang Eunah Cho Xing Fan Xiaojiang Huang Yanbin Lu Aram Galstyan 72 10 0 23 May 2023
Schema-Driven Information Extraction from Heterogeneous Tables Fan Bai Junmo Kang Gabriel Stanovsky Dayne Freitag Alan Ritter LMTD 77 14 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 54 2 0 23 May 2023
Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata Silei Xu Shicheng Liu Theo Culhane Elizaveta Pertseva Meng-Hsi Wu Sina J. Semnani Monica S. Lam SyDa KELM 41 1 0 23 May 2023
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization Jeonghoon Kim J. H. Lee Sungdong Kim Joonsuk Park Kang Min Yoo S. Kwon Dongsoo Lee MQ 152 104 0 23 May 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Yangqiu Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Jindong Wang Jennifer Foster Yue Zhang OOD 114 3 0 23 May 2023
OlaGPT: Empowering LLMs With Human-like Problem-Solving Abilities Yuanzhen Xie Tao Xie Mingxiong Lin Wen-Ke Wei Chenglin Li Beibei Kong Lei Chen Chengxiang Zhuo Bo Hu Zang Li RALM LLMAG LRM 80 6 0 23 May 2023
Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models Alfonso Amayuelas Kyle Wong Liangming Pan Wenhu Chen Wenjie Wang 94 28 0 23 May 2023
MemeCap: A Dataset for Captioning and Interpreting Memes EunJeong Hwang Vered Shwartz VLM 76 37 0 23 May 2023
Polyglot or Not? Measuring Multilingual Encyclopedic Knowledge in Foundation Models Tim Schott Daniel Furman Shreshta Bhat ELM 69 4 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 57 2 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 176 90 0 22 May 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback Yann Dubois Xuechen Li Rohan Taori Tianyi Zhang Ishaan Gulrajani Jimmy Ba Carlos Guestrin Percy Liang Tatsunori B. Hashimoto ALM 152 608 0 22 May 2023
LM vs LM: Detecting Factual Errors via Cross Examination Roi Cohen May Hamri Mor Geva Amir Globerson HILM 126 144 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 147 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 118 313 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 117 167 0 22 May 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT Yichong Xu Ruochen Xu Dan Iter Yang Liu Shuohang Wang Chenguang Zhu Michael Zeng 50 10 0 22 May 2023
GPT-SW3: An Autoregressive Language Model for the Nordic Languages Ariel Ekgren Amaru Cuba Gyllensten Felix Stollenwerk Joey Öhman T. Isbister Evangelia Gogoulou F. Carlsson Alice Heiman Judit Casademont Magnus Sahlgren 88 13 0 22 May 2023
Album Storytelling with Iterative Story-aware Captioning and Large Language Models Munan Ning Yujia Xie Dongdong Chen Zeyin Song Lu Yuan Yonghong Tian QiXiang Ye Liuliang Yuan 68 8 0 22 May 2023
Lion: Adversarial Distillation of Proprietary Large Language Models Yuxin Jiang Chunkit Chan Yin Hua Wei Wang ALM 103 25 0 22 May 2023
Can We Edit Factual Knowledge by In-Context Learning? Ce Zheng Lei Li Qingxiu Dong Yuxuan Fan Zhiyong Wu Jingjing Xu Baobao Chang KELM 88 217 0 22 May 2023
llm-japanese-dataset v0: Construction of Japanese Chat Dataset for Large Language Models and its Methodology Masanori Hirano Masahiro Suzuki Hiroki Sakaji 45 6 0 22 May 2023
MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning Zhenrui Yue Huimin Zeng Yang Zhang Lanyu Shang Dong Wang 74 17 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 115 140 0 21 May 2023
Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification Renliang Sun Wei Xu Xiaojun Wan CLL 93 19 0 21 May 2023
OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models Badr AlKhamissi Siddharth Verma Ping Yu Zhijing Jin Asli Celikyilmaz Mona T. Diab LRM ReLM 52 10 0 19 May 2023
Scaling laws for language encoding models in fMRI Richard Antonello Aditya R. Vaidya Alexander G. Huth MedIm 106 64 0 19 May 2023
PORTRAIT: a hybrid aPproach tO cReate extractive ground-TRuth summAry for dIsaster evenT Piyush Garg Roshni Chakraborty Sourav Kumar Dandapat 77 3 0 19 May 2023
Self-Agreement: A Framework for Fine-tuning Language Models to Find Agreement among Diverse Opinions Shiyao Ding Takayuki Ito SyDa 31 7 0 19 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
Are Large Language Models Fit For Guided Reading? Peter Ochieng LM&MA ELM AI4Ed 71 2 0 18 May 2023
Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning Dong-Ho Lee Kian Ahrabian Woojeong Jin Fred Morstatter Jay Pujara 118 43 0 17 May 2023
Compress, Then Prompt: Improving Accuracy-Efficiency Trade-off of LLM Inference with Transferable Prompt Zhaozhuo Xu Zirui Liu Beidi Chen Yuxin Tang Jue Wang Kaixiong Zhou Helen Zhou Anshumali Shrivastava MQ 93 32 0 17 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 156 182 0 17 May 2023
Large-Scale Text Analysis Using Generative Language Models: A Case Study in Discovering Public Value Expressions in AI Patents Sergio Pelaez Gaurav Verma Barbara Ribeiro P. Shapira 86 15 0 17 May 2023