Title
Probing Quantifier Comprehension in Large Language Models: Another Example of Inverse Scaling Akshat Gupta ELM LRM 16 7 0 12 Jun 2023
Gradient Ascent Post-training Enhances Language Model Generalization Dongkeun Yoon Joel Jang Sungdong Kim Minjoon Seo VLM AI4CE 11 3 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 20 15 0 12 Jun 2023
Language Versatilists vs. Specialists: An Empirical Revisiting on Multilingual Transfer Ability Jiacheng Ye Xijia Tao Lingpeng Kong LRM 33 22 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 18 25 0 11 Jun 2023
A Comprehensive Review of State-of-The-Art Methods for Java Code Generation from Natural Language Text Jessica Nayeli López Espejel Mahaman Sanoussi Yahaya Alassan El Mehdi Chouham Walid Dahhane E. Ettifouri 21 12 0 10 Jun 2023
$S$^{3}$: Increasing GPU Utilization during Generative Inference for Higher Throughput$ S $^{3}$ : Increasing GPU Utilization during Generative Inference for Higher Throughput Yunho Jin Chun-Feng Wu David Brooks Gu-Yeon Wei 29 62 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 42 29 0 09 Jun 2023
Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation Zhouhong Gu Xiaoxuan Zhu Haoning Ye Lin Zhang Jianchen Wang ... Zili Wang Shusen Wang Weiguo Zheng Hongwei Feng Yanghua Xiao ALM ELM 22 58 0 09 Jun 2023
CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models Potsawee Manakul Yassir Fathullah Adian Liusie Vyas Raina Vatsal Raina Mark J. F. Gales 27 12 0 08 Jun 2023
PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance Qianqian Xie Weiguang Han Xiao Zhang Yanzhao Lai Min Peng Alejandro Lopez-Lira Jimin Huang ALM 10 135 0 08 Jun 2023
INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models Yew Ken Chia Pengfei Hong Lidong Bing Soujanya Poria ELM 25 61 0 07 Jun 2023
ChatGPT is fun, but it is not funny! Humor is still challenging Large Language Models Sophie F. Jentzsch Kristian Kersting LRM 6 33 0 07 Jun 2023
Information Flow Control in Machine Learning through Modular Model Architecture Trishita Tiwari Suchin Gururangan Chuan Guo Weizhe Hua Sanjay Kariyappa Udit Gupta Wenjie Xiong Kiwan Maeng Hsien-Hsin S. Lee G. E. Suh 19 6 0 05 Jun 2023
Semantically-Prompted Language Models Improve Visual Descriptions Michael Ogezi B. Hauer Grzegorz Kondrak VLM 8 0 0 05 Jun 2023
Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding Hang Zhang Xin Li Lidong Bing MLLM 53 948 0 05 Jun 2023
LexGPT 0.1: pre-trained GPT-J models with Pile of Law Jieh-Sheng Lee AILaw 11 10 0 05 Jun 2023
A Technical Report for Polyglot-Ko: Open-Source Large-Scale Korean Language Models H. Ko Kichang Yang Minho Ryu Taekyoon Choi Seungmu Yang Jiwung Hyun Sung-Yong Park Kyubyong Park 28 29 0 04 Jun 2023
Harnessing large-language models to generate private synthetic text Alexey Kurakin Natalia Ponomareva Umar Syed Liam MacDermed Andreas Terzis SILM SyDa 25 34 0 02 Jun 2023
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration Aleksandra Piktus Odunayo Ogundepo Christopher Akiki Akintunde Oladipo Xinyu Crystina Zhang Hailey Schoelkopf Stella Biderman Martin Potthast Jimmy J. Lin CVBM 36 10 0 02 Jun 2023
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only Guilherme Penedo Quentin Malartic Daniel Hesslow Ruxandra-Aimée Cojocaru Alessandro Cappelli Hamza Alobeidli B. Pannier Ebtesam Almazrouei Julien Launay 27 744 0 01 Jun 2023
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration Ji Lin Jiaming Tang Haotian Tang Shang Yang Wei-Ming Chen Wei-Chen Wang Guangxuan Xiao Xingyu Dang Chuang Gan Song Han EDL MQ 25 463 0 01 Jun 2023
Transformers learn to implement preconditioned gradient descent for in-context learning Kwangjun Ahn Xiang Cheng Hadi Daneshmand S. Sra ODL 17 147 0 01 Jun 2023
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets Md Tahmid Rahman Laskar M Saiful Bari Mizanur Rahman Md Amran Hossen Bhuiyan Shafiq R. Joty J. Huang LM&MA ELM ALM 41 178 0 29 May 2023
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text Xianjun Yang Wei Cheng Yue Wu Linda R. Petzold William Yang Wang Haifeng Chen DeLMO 28 84 0 27 May 2023
RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation Gabriele Sarti Phu Mon Htut Xing Niu B. Hsu Anna Currey Georgiana Dinu Maria Nadejde LRM 37 9 0 26 May 2023
Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model Yibo Miao Hongcheng Gao Hao Zhang Zhijie Deng DeLMO 30 20 0 26 May 2023
On the Tool Manipulation Capability of Open-source Large Language Models Qiantong Xu Fenglu Hong B. Li Changran Hu Zheng Chen Jian Zhang LLMAG 19 68 0 25 May 2023
Scaling Data-Constrained Language Models Niklas Muennighoff Alexander M. Rush Boaz Barak Teven Le Scao Aleksandra Piktus Nouamane Tazi S. Pyysalo Thomas Wolf Colin Raffel ALM 21 197 0 25 May 2023
Training Data Extraction From Pre-trained Language Models: A Survey Shotaro Ishihara 24 46 0 25 May 2023
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing Shufan Wang Sébastien Jean Sailik Sengupta James Gung Nikolaos Pappas Yi Zhang 31 6 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 16 3 0 24 May 2023
Editing Common Sense in Transformers Anshita Gupta Debanjan Mondal Akshay Krishna Sheshadri Wenlong Zhao Xiang Lorraine Li Sarah Wiegreffe Niket Tandon KELM 29 20 0 24 May 2023
Don't Take This Out of Context! On the Need for Contextual Models and Evaluations for Stylistic Rewriting Akhila Yerukola Xuhui Zhou Elizabeth Clark Maarten Sap 23 6 0 24 May 2023
Have Large Language Models Developed a Personality?: Applicability of Self-Assessment Tests in Measuring Personality in LLMs Xiaoyang Song Akshat Gupta Kiyan Mohebbizadeh Shujie Hu Anant Singh 24 25 0 24 May 2023
BAND: Biomedical Alert News Dataset Z. Fu Meiru Zhang Zaiqiao Meng Yannan Shen David L. Buckeridge Nigel Collier 17 3 0 23 May 2023
Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training Hong Liu Zhiyuan Li David Leo Wright Hall Percy Liang Tengyu Ma VLM 15 128 0 23 May 2023
Active Learning Principles for In-Context Learning with Large Language Models Katerina Margatina Timo Schick Nikolaos Aletras Jane Dwivedi-Yu 22 39 0 23 May 2023
Goat: Fine-tuned LLaMA Outperforms GPT-4 on Arithmetic Tasks Tiedong Liu K. H. Low ALM 28 81 0 23 May 2023
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text Jinyan Su Terry Yue Zhuo Di Wang Preslav Nakov DeLMO 27 121 0 23 May 2023
Learning from Mistakes via Cooperative Study Assistant for Large Language Models Danqing Wang Lei Li 23 6 0 23 May 2023
CombLM: Adapting Black-Box Language Models through Small Fine-Tuned Models Aitor Ormazabal Mikel Artetxe Eneko Agirre 30 19 0 23 May 2023
Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models Orevaoghene Ahia Sachin Kumar Hila Gonen Jungo Kasai David R. Mortensen Noah A. Smith Yulia Tsvetkov 34 80 0 23 May 2023
Physics of Language Models: Part 1, Learning Hierarchical Language Structures Zeyuan Allen-Zhu Yuanzhi Li 27 15 0 23 May 2023
A 4D Hybrid Algorithm to Scale Parallel Training to Thousands of GPUs Siddharth Singh Prajwal Singhania Aditya K. Ranjan Zack Sating A. Bhatele 25 3 0 22 May 2023
Small Language Models Improve Giants by Rewriting Their Outputs Giorgos Vernikos Arthur Bravzinskas Jakub Adamek Jonathan Mallinson Aliaksei Severyn Eric Malmi BDL LRM 20 14 0 22 May 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 30 4 0 22 May 2023
Flover: A Temporal Fusion Framework for Efficient Autoregressive Model Parallel Inference Jinghan Yao Nawras Alnaasan Tianrun Chen A. Shafi Hari Subramoni Dhabaleswar K. D. Panda 24 2 0 22 May 2023
MAGE: Machine-generated Text Detection in the Wild Yafu Li Qintong Li Leyang Cui Wei Bi Zhilin Wang Longyue Wang Linyi Yang Shuming Shi Yue Zhang DeLMO 39 41 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 30 278 0 22 May 2023