Title
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 40 28 0 16 May 2023
Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification Zewen Chi Heyan Huang Xian-Ling Mao 36 0 0 15 May 2023
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models Yuzhen Huang Yuzhuo Bai Zhihao Zhu Junlei Zhang Jinghan Zhang ... Yikai Zhang Jiayi Lei Yao Fu Maosong Sun Junxian He ELM LRM 22 494 0 15 May 2023
MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling Yurun Song Santiago Miret Bang Liu 19 29 0 14 May 2023
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering Qianglong Chen Guohai Xu Mingshi Yan Ji Zhang Fei Huang Luo Si Yin Zhang 13 9 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 22 8 0 14 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 27 152 0 11 May 2023
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models Hongyuan Lu Haoran Yang Haoyang Huang Dongdong Zhang Wai Lam Furu Wei LRM AI4CE 25 15 0 11 May 2023
LACoS-BLOOM: Low-rank Adaptation with Contrastive objective on 8 bits Siamese-BLOOM Wenhui Hua Brian Williams Davood Shamsi 26 3 0 10 May 2023
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge Jiangjie Chen Wei Shi Ziquan Fu Sijie Cheng Lei Li Yanghua Xiao 21 46 0 10 May 2023
Large Language Models Need Holistically Thought in Medical Conversational QA Yixuan Weng Bin Li Fei Xia Minjun Zhu Bing Sun Shizhu He Kang Liu Jun Zhao LM&MA AI4MH LRM DiffM ELM 14 5 0 09 May 2023
Large Language Model Programs Imanol Schlag Sainbayar Sukhbaatar Asli Celikyilmaz Wen-tau Yih Jason Weston Jürgen Schmidhuber Xian Li LRM 36 14 0 09 May 2023
The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation Dũng Nguyễn Mạnh Nam Le Hai An Dau A. Nguyen Khanh N. Nghiem Jingnan Guo Nghi D. Q. Bui 26 13 0 09 May 2023
StarCoder: may the source be with you! Raymond Li Loubna Ben Allal Yangtian Zi Niklas Muennighoff Denis Kocetkov ... Sean M. Hughes Thomas Wolf Arjun Guha Leandro von Werra H. D. Vries 37 710 0 09 May 2023
The Current State of Summarization Fabian Retkowski 23 6 0 08 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 35 44 0 08 May 2023
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation Gibbeum Lee Volker Hartmann Jongho Park Dimitris Papailiopoulos Kangwook Lee 19 62 0 08 May 2023
In-context Learning as Maintaining Coherency: A Study of On-the-fly Machine Translation Using Large Language Models Suzanna Sia Kevin Duh LRM 21 17 0 05 May 2023
VicunaNER: Zero/Few-shot Named Entity Recognition using Vicuna Bin Ji 18 13 0 05 May 2023
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision Zhiqing Sun Yikang Shen Qinhong Zhou Hongxin Zhang Zhenfang Chen David D. Cox Yiming Yang Chuang Gan SyDa ALM 14 313 0 04 May 2023
Caption Anything: Interactive Image Description with Diverse Multimodal Controls Teng Wang Jinrui Zhang Junjie Fei Hao Zheng Yunlong Tang Zhe Li Mingqi Gao Shanshan Zhao MLLM 102 82 0 04 May 2023
"Oops, Did I Just Say That?" Testing and Repairing Unethical Suggestions of Large Language Models with Suggest-Critique-Reflect Process Anna Glazkova Zongjie Li Michael Kadantsev Maksim Glazkov KELM 22 14 0 04 May 2023
Should ChatGPT and Bard Share Revenue with Their Data Providers? A New Business Model for the AI Era Dong Zhang 13 3 0 04 May 2023
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 209 568 0 03 May 2023
Beyond Classification: Financial Reasoning in State-of-the-Art Language Models Guijin Son Han-Na Jung Moonjeong Hahm Keonju Na Sol Jin AIFin LRM 39 18 0 30 Apr 2023
Speak, Memory: An Archaeology of Books Known to ChatGPT/GPT-4 Kent K. Chang Mackenzie Cramer Sandeep Soni David Bamman RALM 140 110 0 28 Apr 2023
Empirical Analysis of the Strengths and Weaknesses of PEFT Techniques for LLMs George Pu Anirudh Jain Jihan Yin Russell Kaplan 33 40 0 28 Apr 2023
Framing the News:From Human Perception to Large Language Model Inferences David Alonso del Barrio D. Gática-Pérez 28 12 0 27 Apr 2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Qinghao Ye Haiyang Xu Guohai Xu Jiabo Ye Ming Yan ... Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang Jingren Zhou VLM MLLM 206 899 0 27 Apr 2023
Translate to Disambiguate: Zero-shot Multilingual Word Sense Disambiguation with Pretrained Language Models Haoqiang Kang Terra Blevins Luke Zettlemoyer 19 2 0 26 Apr 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 125 614 0 26 Apr 2023
Technical Report: Impact of Position Bias on Language Models in Token Classification Mehdi Ben Amor Michael Granitzer Jelena Mitrović 17 3 0 26 Apr 2023
Stable and low-precision training for large-scale vision-language models Mitchell Wortsman Tim Dettmers Luke Zettlemoyer Ari S. Morcos Ali Farhadi Ludwig Schmidt MQ MLLM VLM 22 38 0 25 Apr 2023
Evaluating Inter-Bilingual Semantic Parsing for Indian Languages Divyanshu Aggarwal V. Gupta Anoop Kunchukuttan 28 3 0 25 Apr 2023
On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research Luiza Amador Pozzobon B. Ermiş Patrick Lewis Sara Hooker 20 45 0 24 Apr 2023
AI, write an essay for me: A large-scale comparison of human-written versus ChatGPT-generated essays Steffen Herbold Annette Hautli-Janisz Ute Heuer Zlata Kikteva Alexander Trautsch DeLMO 69 23 0 24 Apr 2023
Domain Mastery Benchmark: An Ever-Updating Benchmark for Evaluating Holistic Domain Knowledge of Large Language Model--A Preliminary Release Zhouhong Gu Xiaoxuan Zhu Haoning Ye Lin Zhang Zhuozhi Xiong Zihan Li Qi He Sihang Jiang Hongwei Feng Yanghua Xiao ELM ALM 42 2 0 23 Apr 2023
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models Jiashuo Sun Yi Luo Yeyun Gong Chen Lin Yelong Shen Jian Guo Nan Duan LRM 30 19 0 23 Apr 2023
Pipeline MoE: A Flexible MoE Implementation with Pipeline Parallelism Xin Chen Hengheng Zhang Xiaotao Gu Kaifeng Bi Lingxi Xie Qi Tian MoE 14 4 0 22 Apr 2023
Who's the Best Detective? LLMs vs. MLs in Detecting Incoherent Fourth Grade Math Answers Felipe Urrutia R. Araya 21 3 0 21 Apr 2023
Emergent and Predictable Memorization in Large Language Models Stella Biderman USVSN Sai Prashanth Lintang Sutawika Hailey Schoelkopf Quentin G. Anthony Shivanshu Purohit Edward Raf 19 117 0 21 Apr 2023
ChatABL: Abductive Learning via Natural Language Interaction with ChatGPT Tianyang Zhong Yaonai Wei Li Yang Zihao Wu Zheng Liu ... Xi Jiang Jun-Feng Han Dinggang Shen Tianming Liu Tuo Zhang LRM 8 27 0 21 Apr 2023
MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models Deyao Zhu Jun Chen Xiaoqian Shen Xiang Li Mohamed Elhoseiny VLM MLLM 41 1,896 0 20 Apr 2023
Safety Assessment of Chinese Large Language Models Hao-Lun Sun Zhexin Zhang Jiawen Deng Jiale Cheng Minlie Huang ALM ELM 22 74 0 20 Apr 2023
Radar de Parité: An NLP system to measure gender representation in French news stories Valentin-Gabriel Soumah Prashanth Rao P. Eibl Maite Taboada 15 4 0 19 Apr 2023
MasakhaNEWS: News Topic Classification for African languages David Ifeoluwa Adelani Marek Masiak Israel Abebe Azime Jesujoba Oluwadara Alabi A. Tonja ... Moges Ahmed Mehamed Evrard Ngabire Jules Jules Ivan Ssenkungu Pontus Stenetorp 15 23 0 19 Apr 2023
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models Pan Lu Baolin Peng Hao Cheng Michel Galley Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Jianfeng Gao KELM MLLM LRM 42 300 0 19 Apr 2023
Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling Xiuying Wei Yunchen Zhang Yuhang Li Xiangguo Zhang Ruihao Gong Jian Ren Zhengang Li MQ 13 30 0 18 Apr 2023
Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task Zihao Wu Lu Zhang Chao-Yang Cao Xiao-Xing Yu Haixing Dai ... Quanzheng Li Dinggang Shen Xiang Li Dajiang Zhu Tianming Liu LM&MA 18 39 0 18 Apr 2023
An Evaluation on Large Language Model Outputs: Discourse and Memorization Adrian de Wynter Xun Wang Alex Sokolov Qilong Gu Si-Qing Chen ELM 59 31 0 17 Apr 2023