Title
Language models are not naysayers: An analysis of language models on negation benchmarks Thinh Hung Truong Timothy Baldwin Karin Verspoor Trevor Cohn 128 60 0 14 Jun 2023
INT2.1: Towards Fine-Tunable Quantized Large Language Models with Error Correction through Low-Rank Adaptation Yuji Chai John Gkountouras Glenn G. Ko David Brooks Gu-Yeon Wei MQ 66 19 0 13 Jun 2023
Large-scale Language Model Rescoring on Long-form Data Tongzhou Chen Cyril Allauzen Yinghui Huang Daniel S. Park David Rybach ... Rodrigo Cabrera Kartik Audhkhasi Bhuvana Ramabhadran Pedro J. Moreno Michael Riley 98 16 0 13 Jun 2023
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent Ziniu Hu Ahmet Iscen Chen Sun Kai-Wei Chang Yizhou Sun David A. Ross Cordelia Schmid Alireza Fathi 92 11 0 13 Jun 2023
Generating Images with 3D Annotations Using Diffusion Models Wufei Ma Qihao Liu Jiahao Wang Angtian Wang Xiaoding Yuan ... Ruxiao Duan Yongrui Qi Adam Kortylewski Yaoyao Liu Alan Yuille DiffM 86 5 0 13 Jun 2023
FLamE: Few-shot Learning from Natural Language Explanations Yangqiaoyu Zhou Yiming Zhang Chenhao Tan LRM FAtt 97 11 0 13 Jun 2023
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information Mehran Kazemi Quan Yuan Deepti Bhatia Najoung Kim Xin Xu Vaiva Imbrasaite Deepak Ramachandran LRM 108 50 0 13 Jun 2023
Image Captioners Are Scalable Vision Learners Too Michael Tschannen Manoj Kumar Andreas Steiner Xiaohua Zhai N. Houlsby Lucas Beyer VLM CLIP 116 60 0 13 Jun 2023
WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences Xiao Liu Hanyu Lai Hao Yu Yifan Xu Aohan Zeng Zhengxiao Du Peng Zhang Yuxiao Dong Jie Tang 80 105 0 13 Jun 2023
ReadProbe: A Demo of Retrieval-Enhanced Large Language Models to Support Lateral Reading Dake Zhang Ronak Pradeep RALM 30 2 0 13 Jun 2023
Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control Longtao Zheng Rongpin Wang Xinrun Wang Bo An LLMAG 105 73 0 13 Jun 2023
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models Yin Fang Xiaozhuan Liang Ningyu Zhang Kangwei Liu Rui Huang Zhuo Chen Xiaohui Fan Huajun Chen 139 88 0 13 Jun 2023
SqueezeLLM: Dense-and-Sparse Quantization Sehoon Kim Coleman Hooper A. Gholami Zhen Dong Xiuyu Li Sheng Shen Michael W. Mahoney Kurt Keutzer MQ 173 198 0 13 Jun 2023
SayTap: Language to Quadrupedal Locomotion Yujin Tang Wenhao Yu Jie Tan Heiga Zen Aleksandra Faust Tatsuya Harada 108 43 0 13 Jun 2023
Lost in Translation: Large Language Models in Non-English Content Analysis Gabriel Nicholas Aliya Bhatia ELM 96 39 0 12 Jun 2023
Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow Wenqi Zhang Yongliang Shen Weiming Lu Yueting Zhuang LLMAG 140 56 0 12 Jun 2023
InstructP2P: Learning to Edit 3D Point Clouds with Text Instructions Jiale Xu Xintao Wang Yannan Cao Weihao Cheng Ying Shan Shenghua Gao DiffM 88 11 0 12 Jun 2023
Gradient Ascent Post-training Enhances Language Model Generalization Dongkeun Yoon Joel Jang Sungdong Kim Minjoon Seo VLM AI4CE 82 3 0 12 Jun 2023
Recursion of Thought: A Divide-and-Conquer Approach to Multi-Context Reasoning with Language Models Soochan Lee Gunhee Kim ReLM LRM 65 27 0 12 Jun 2023
Recurrent Attention Networks for Long-text Modeling Xianming Li Zongxi Li Xiaotian Luo Haoran Xie Xing Lee Yingbin Zhao Fu Lee Wang Qing Li RALM 102 15 0 12 Jun 2023
Valley: Video Assistant with Large Language model Enhanced abilitY Ruipu Luo Ziwang Zhao Min Yang Junwei Dong Da Li Pengcheng Lu Tao Wang Linmei Hu Ming-Hui Qiu MLLM 152 209 0 12 Jun 2023
AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing Asaad Alghamdi Xinyu Duan Wei Jiang Zhenhai Wang Yimeng Wu ... Yifei Zheng Mehdi Rezagholizadeh Baoxing Huai Peilun Cheng Abbas Ghaddar VLM 64 9 0 11 Jun 2023
Language Versatilists vs. Specialists: An Empirical Revisiting on Multilingual Transfer Ability Jiacheng Ye Xijia Tao Lingpeng Kong LRM 77 27 0 11 Jun 2023
Reducing Barriers to Self-Supervised Learning: HuBERT Pre-training with Academic Compute William Chen Xuankai Chang Yifan Peng Zhaoheng Ni Soumi Maiti Shinji Watanabe SSL 95 27 0 11 Jun 2023
Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective Jiatong Li Yunqing Liu Wenqi Fan Xiao Wei Hui Liu Jiliang Tang Qing Li 104 96 0 11 Jun 2023
14 Examples of How LLMs Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon Kevin Maik Jablonka Qianxiang Ai Alexander H Al-Feghali S. Badhwar Joshua D. Bocarsly Andres M Bran ... Aristana Scourtas K. J. Schmidt Ian Foster Andrew D. White Ben Blaiszik 172 111 0 09 Jun 2023
Measuring and Modifying Factual Knowledge in Large Language Models Pouya Pezeshkpour KELM 77 18 0 09 Jun 2023
Value function estimation using conditional diffusion models for control Bogdan Mazoure Walter A. Talbott Miguel Angel Bautista R. Devon Hjelm Alexander Toshev J. Susskind DiffM 83 4 0 09 Jun 2023
The Age of Synthetic Realities: Challenges and Opportunities J. P. Cardenuto Jing Yang Rafael Padilha Renjie Wan Daniel Moreira Haoliang Li Shiqi Wang Fernanda A. Andaló Sébastien Marcel Anderson de Rezende Rocha DeLMO 121 30 0 09 Jun 2023
Towards a Robust Detection of Language Model Generated Text: Is ChatGPT that Easy to Detect? Wissam Antoun Virginie Mouilleron Benoît Sagot Djamé Seddah DeLMO 85 33 0 09 Jun 2023
How Can Recommender Systems Benefit from Large Language Models: A Survey Jianghao Lin Xinyi Dai Yunjia Xi Weiwen Liu Bo Chen ... Chenxu Zhu Huifeng Guo Yong Yu Ruiming Tang Weinan Zhang LRM 193 224 0 09 Jun 2023
On the Challenges and Perspectives of Foundation Models for Medical Image Analysis Shaoting Zhang Dimitris N. Metaxas LM&MA VLM MedIm AI4CE 106 156 0 09 Jun 2023
Customizing General-Purpose Foundation Models for Medical Report Generation Bang-ju Yang Asif Raza Yuexian Zou Tong Zhang MedIm 91 11 0 09 Jun 2023
The economic trade-offs of large language models: A case study Kristen Howell Gwen Christian P. Fomitchov Gitit Kehat Julianne Marzulla Leanne Rolston Jadin Tredup Ilana Zimmerman Ethan Selfridge Joe Bradley 39 1 0 08 Jun 2023
PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization Yidong Wang Zhuohao Yu Zhengran Zeng Linyi Yang Cunxiang Wang ... Jindong Wang Xingxu Xie Wei Ye Shi-Bo Zhang Yue Zhang ALM ELM 175 249 0 08 Jun 2023
DLAMA: A Framework for Curating Culturally Diverse Facts for Probing the Knowledge of Pretrained Language Models Amr Keleg Walid Magdy KELM HILM 97 11 0 08 Jun 2023
ModuleFormer: Modularity Emerges from Mixture-of-Experts Songlin Yang Zheyu Zhang Tianyou Cao Shawn Tan Zhenfang Chen Chuang Gan KELM MoE 79 10 0 07 Jun 2023
The Two Word Test: A Semantic Benchmark for Large Language Models Nicholas Riccardi Rutvik H. Desai ELM 57 5 0 07 Jun 2023
Fine-Grained Visual Prompting Lingfeng Yang Yueze Wang Xiang Li Xinlong Wang Jian Yang ObjD VLM 126 68 0 07 Jun 2023
Benchmarking Foundation Models with Language-Model-as-an-Examiner Yushi Bai Jiahao Ying Yixin Cao Xin Lv Yuze He ... Yijia Xiao Haozhe Lyu Jiayin Zhang Juanzi Li Lei Hou ALM ELM 130 149 0 07 Jun 2023
World Models for Math Story Problems Andreas Opedal Niklas Stoehr Abulhair Saparov Mrinmaya Sachan ReLM 124 13 0 07 Jun 2023
CAVEN: An Embodied Conversational Agent for Efficient Audio-Visual Navigation in Noisy Environments Xiulong Liu Sudipta Paul Moitreya Chatterjee A. Cherian 82 9 0 06 Jun 2023
Certified Deductive Reasoning with Language Models Gabriel Poesia Kanishk Gandhi E. Zelikman Noah D. Goodman ELM ReLM LRM 87 0 0 06 Jun 2023
Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks Kanishka Misra Cicero Nogueira dos Santos Siamak Shakeri KELM LRM 73 2 0 06 Jun 2023
Deductive Verification of Chain-of-Thought Reasoning Z. Ling Yunhao Fang Xuanlin Li Zhiao Huang Mingu Lee Roland Memisevic Hao Su ReLM LRM 121 136 0 06 Jun 2023
Iterative Translation Refinement with Large Language Models Pinzhen Chen Zhicheng Guo Barry Haddow Kenneth Heafield LRM 73 23 0 06 Jun 2023
The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter Ajay Jaiswal Shiwei Liu Tianlong Chen Zhangyang Wang VLM 93 34 0 06 Jun 2023
Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models Fobo Shi Peijun Qing Ke Wang Nan Wang Youbo Lei H. Lu Xiaodong Lin Duantengchuan Li VLM ReLM LLMAG LRM 95 12 0 06 Jun 2023
Early Weight Averaging meets High Learning Rates for LLM Pre-training Sunny Sanyal A. Neerkaje Jean Kaddour Abhishek Kumar Sujay Sanghavi MoMe 102 19 0 05 Jun 2023
RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems Tianyang Liu Canwen Xu Julian McAuley ALM 116 171 0 05 Jun 2023