Title
FACTIFY3M: A Benchmark for Multimodal Fact Verification with Explainability through 5W Question-Answering Megha Chakraborty Khusbu Pahwa Anku Rani Shreyas Chatterjee Dwip Dalal ... Shreyash Mishra K. Sensharma Aman Chadha Amit P. Sheth Amitava Das DiffM 37 7 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 39 187 0 22 May 2023
A Frustratingly Simple Decoding Method for Neural Text Generation Haoran Yang Deng Cai Huayang Li Wei Bi Wai Lam Shuming Shi 51 11 0 22 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 46 6 0 21 May 2023
Explaining How Transformers Use Context to Build Predictions Javier Ferrando Gerard I. Gállego Ioannis Tsiamas Marta R. Costa-jussá 37 32 0 21 May 2023
TheoremQA: A Theorem-driven Question Answering dataset Wenhu Chen Ming Yin Max W.F. Ku Pan Lu Yixin Wan Xueguang Ma Jianyu Xu Xinyi Wang Tony Xia AIMat 38 125 0 21 May 2023
Integer or Floating Point? New Outlooks for Low-Bit Quantization on Large Language Models Yijia Zhang Lingran Zhao Shijie Cao Wenqiang Wang Ting Cao Fan Yang Mao Yang Shanghang Zhang Ningyi Xu MQ 29 17 0 21 May 2023
Paragraph-level Citation Recommendation based on Topic Sentences as Queries Zoran Medic Jan Snajder 3DV 31 0 0 20 May 2023
XuanYuan 2.0: A Large Chinese Financial Chat Model with Hundreds of Billions Parameters Xuanyu Zhang Qing Yang Dongliang Xu ALM OSLM 37 97 0 19 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 35 10 0 19 May 2023
Evaluation of medium-large Language Models at zero-shot closed book generative question answering René Peinl Johannes Wirth ELM 26 7 0 19 May 2023
Scaling laws for language encoding models in fMRI Richard Antonello Aditya R. Vaidya Alexander G. Huth MedIm 35 59 0 19 May 2023
Reducing Sequence Length by Predicting Edit Operations with Large Language Models Masahiro Kaneko Naoaki Okazaki 28 4 0 19 May 2023
RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought Tianci Xue Ziqi Wang Zhenhailong Wang Chi Han Pengfei Yu Heng Ji KELM LRM 48 33 0 19 May 2023
CCGen: Explainable Complementary Concept Generation in E-Commerce Jie Huang Yifan Gao Zheng Li Jingfeng Yang Yangqiu Song Chao Zhang Zining Zhu Haoming Jiang Kevin Chen-Chuan Chang Bing Yin 3DV LRM 37 5 0 19 May 2023
VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks Wen Wang Zhe Chen Xiaokang Chen Jiannan Wu Xizhou Zhu ... Ping Luo Tong Lu Jie Zhou Yu Qiao Jifeng Dai MLLM VLM 38 464 0 18 May 2023
Efficient Prompting via Dynamic In-Context Learning Wangchunshu Zhou Yuchen Eleanor Jiang Ryan Cotterell Mrinmaya Sachan 34 19 0 18 May 2023
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors Kai Zhang Bernal Jiménez Gutiérrez Yu-Chuan Su 31 67 0 18 May 2023
LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation Yujie Lu Xianjun Yang Xiujun Li Xinze Wang William Yang Wang EGVM 57 73 0 18 May 2023
Learning In-context Learning for Named Entity Recognition Jiawei Chen Yaojie Lu Hongyu Lin Jie Lou Wei Jia Dai Dai Hua Wu Boxi Cao Xianpei Han Le Sun NAI 53 19 0 18 May 2023
MedBLIP: Bootstrapping Language-Image Pre-training from 3D Medical Images and Texts Qiuhui Chen Xinyue Hu Zirui Wang Yi Hong LM&MA MedIm 30 35 0 18 May 2023
Paxion: Patching Action Knowledge in Video-Language Foundation Models Zhenhailong Wang Ansel Blume Sha Li Genglin Liu Jaemin Cho Zineng Tang Joey Tianyi Zhou Heng Ji KELM VGen 27 26 0 18 May 2023
Language Models Meet World Models: Embodied Experiences Enhance Language Models Jiannan Xiang Tianhua Tao Yi Gu Tianmin Shu Zirui Wang Zichao Yang Zhiting Hu ALM LLMAG LM&Ro CLL 50 94 0 18 May 2023
Token-wise Decomposition of Autoregressive Language Model Hidden States for Analyzing Model Predictions Byung-Doh Oh William Schuler 31 2 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 Xia Hu Anshumali Shrivastava MQ 37 29 0 17 May 2023
Statistical Knowledge Assessment for Large Language Models Qingxiu Dong Jingjing Xu Lingpeng Kong Zhifang Sui Lei Li HILM 47 6 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 53 157 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 31 13 0 17 May 2023
FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy Zuhao Yang Yingfang Yuan Yang Xu Shuo Zhan Huajun Bai Kefan Chen CVBM 30 4 0 17 May 2023
M3KE: A Massive Multi-Level Multi-Subject Knowledge Evaluation Benchmark for Chinese Large Language Models Chuang Liu Renren Jin Yuqi Ren Linhao Yu Tianyu Dong ... Peiyi Zhang Qingqing Lyu Xiaowen Su Qun Liu Deyi Xiong ELM ALM 16 24 0 17 May 2023
MemoryBank: Enhancing Large Language Models with Long-Term Memory Wanjun Zhong Lianghong Guo Qi-Fei Gao He Ye Yanlin Wang LLMAG RALM KELM 30 125 0 17 May 2023
Can Language Models Solve Graph Problems in Natural Language? Heng Wang Shangbin Feng Tianxing He Zhaoxuan Tan Xiaochuang Han Yulia Tsvetkov ReLM LRM 29 182 0 17 May 2023
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models Shangbin Feng Weijia Shi Yuyang Bai Vidhisha Balachandran Tianxing He Yulia Tsvetkov KELM 55 31 0 17 May 2023
"I'm fully who I am": Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation Anaelia Ovalle Palash Goyal Jwala Dhamala Zachary Jaggers Kai-Wei Chang Aram Galstyan R. Zemel Rahul Gupta 40 61 0 17 May 2023
Explaining black box text modules in natural language with language models Chandan Singh Aliyah R. Hsu Richard Antonello Shailee Jain Alexander G. Huth Bin-Xia Yu Jianfeng Gao MILM 39 49 0 17 May 2023
SpecInfer: Accelerating Generative Large Language Model Serving with Tree-based Speculative Inference and Verification Xupeng Miao Gabriele Oliaro Zhihao Zhang Xinhao Cheng Zeyu Wang ... Chunan Shi Zhuoming Chen Daiyaan Arfeen Reyna Abhyankar Zhihao Jia LRM 68 122 0 16 May 2023
What In-Context Learning "Learns" In-Context: Disentangling Task Recognition and Task Learning Jane Pan Tianyu Gao Howard Chen Danqi Chen 30 111 0 16 May 2023
SatLM: Satisfiability-Aided Language Models Using Declarative Prompting Xi Ye Qiaochu Chen Işıl Dillig Greg Durrett ReLM ReCod LRM 40 64 0 16 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 55 265 0 16 May 2023
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models Zhimin Chen Longlong Jing Yingwei Li Bing Li 37 31 0 15 May 2023
Knowledge Rumination for Pre-trained Language Models Yunzhi Yao Peng Wang Shengyu Mao Chuanqi Tan Fei Huang Huajun Chen Ningyu Zhang KELM 37 3 0 15 May 2023
Assessing Hidden Risks of LLMs: An Empirical Study on Robustness, Consistency, and Credibility Wen-song Ye Mingfeng Ou Tianyi Li Yipeng Chen Xuetao Ma ... Sai Wu Jie Fu Gang Chen Haobo Wang Jiaqi Zhao 46 36 0 15 May 2023
Text Classification via Large Language Models Xiaofei Sun Xiaoya Li Jiwei Li Fei Wu Shangwei Guo Tianwei Zhang Guoyin Wang RALM LRM 45 139 0 15 May 2023
STORYWARS: A Dataset and Instruction Tuning Baselines for Collaborative Story Understanding and Generation Yulun Du Lydia B. Chilton 43 8 0 14 May 2023
Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives Qiushi Sun Chengcheng Han Nuo Chen Renyu Zhu Jing Gong Xiang Li Ming Gao VLM 27 8 0 14 May 2023
Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation Jizhi Zhang Keqin Bao Yang Zhang Wenjie Wang Fuli Feng Xiangnan He LRM ALM 35 158 0 12 May 2023
Measuring Progress in Fine-grained Vision-and-Language Understanding Emanuele Bugliarello Laurent Sartran Aishwarya Agrawal Lisa Anne Hendricks Aida Nematzadeh VLM 36 22 0 12 May 2023
MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers L. Yu Daniel Simig Colin Flaherty Armen Aghajanyan Luke Zettlemoyer M. Lewis 32 84 0 12 May 2023
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting Haoyang Huang Tianyi Tang Dongdong Zhang Wayne Xin Zhao Ting Song Yan Xia Furu Wei LRM 40 157 0 11 May 2023
Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach Junjie Zhang Ruobing Xie Yupeng Hou Wayne Xin Zhao Leyu Lin Ji-Rong Wen 44 203 0 11 May 2023