Title
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 90 10,977 0 18 Jul 2023
AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language Models Rui Zhang Yixin Su Bayu Distiawan Trisedya Xiaoyan Zhao Min Yang Hong Cheng Jianzhong Qi 24 19 0 18 Jul 2023
Latent Jailbreak: A Benchmark for Evaluating Text Safety and Output Robustness of Large Language Models Huachuan Qiu Shuai Zhang Anqi Li Hongliang He Zhenzhong Lan ALM 42 48 0 17 Jul 2023
Mini-Giants: "Small" Language Models and Open Source Win-Win Zhengping Zhou Lezhi Li Xinxi Chen Andy Li SyDa ALM MoE 24 6 0 17 Jul 2023
A Survey of Techniques for Optimizing Transformer Inference Krishna Teja Chitty-Venkata Sparsh Mittal M. Emani V. Vishwanath Arun Somani 35 62 0 16 Jul 2023
The SocialAI School: Insights from Developmental Psychology Towards Artificial Socio-Cultural Agents Grgur Kovač Rémy Portelas Peter Ford Dominey Pierre-Yves Oudeyer 13 19 0 15 Jul 2023
Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational Systems Shivani Kumar S. Bhatia Milan Aggarwal Tanmoy Chakraborty 21 1 0 14 Jul 2023
Large Language Models Understand and Can be Enhanced by Emotional Stimuli Cheng-rong Li Jindong Wang Yixuan Zhang Kaijie Zhu Wenxin Hou Jianxun Lian Fang Luo Qiang Yang Xingxu Xie LRM 71 118 0 14 Jul 2023
mBLIP: Efficient Bootstrapping of Multilingual Vision-LLMs Gregor Geigle Abhay Jain Radu Timofte Goran Glavavs VLM MLLM 18 29 0 13 Jul 2023
Exploring the Integration of Large Language Models into Automatic Speech Recognition Systems: An Empirical Study Zeping Min Jinbo Wang AuLLM 22 13 0 13 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Saeed Mian OffRL 57 523 0 12 Jul 2023
Instruction Mining: When Data Mining Meets Large Language Model Finetuning Yihan Cao Yanbin Kang Chi Wang Lichao Sun ALM 14 29 0 12 Jul 2023
PolyLM: An Open Source Polyglot Large Language Model Xiangpeng Wei Hao-Ran Wei Huan Lin Tianhao Li Pei Zhang ... Yu Bowen Dayiheng Liu Baosong Yang Fei Huang Jun Xie LRM 37 55 0 12 Jul 2023
Assessing the efficacy of large language models in generating accurate teacher responses Yann Hicke Abhishek Masand Wentao Guo Tushaar Gangavarapu ELM AI4Ed 27 9 0 09 Jul 2023
A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation Neeraj Varshney Wenlin Yao Hongming Zhang Jianshu Chen Dong Yu HILM 28 155 0 08 Jul 2023
Opening up ChatGPT: Tracking openness, transparency, and accountability in instruction-tuned text generators Andreas Liesenfeld Alianda Lopez Mark Dingemanse ALM 13 84 0 08 Jul 2023
Style Over Substance: Evaluation Biases for Large Language Models Minghao Wu Alham Fikri Aji ALM ELM 16 43 0 06 Jul 2023
Enhancing LLM with Evolutionary Fine Tuning for News Summary Generation Le Xiao Xiaolin Chen 31 21 0 06 Jul 2023
Several categories of Large Language Models (LLMs): A Short Survey Saurabh Pahune Manoj Chandrasekharan AILaw 17 14 0 05 Jul 2023
What Matters in Training a GPT4-Style Language Model with Multimodal Inputs? Yan Zeng Hanbo Zhang Jiani Zheng Jiangnan Xia Guoqiang Wei Yang Wei Yuchen Zhang Tao Kong MLLM 19 71 0 05 Jul 2023
An Exploratory Literature Study on Sharing and Energy Use of Language Models for Source Code Max Hort Anastasiia Grishina Leon Moonen 18 2 0 05 Jul 2023
Won't Get Fooled Again: Answering Questions with False Premises Shengding Hu Yi-Xiao Luo Huadong Wang Xingyi Cheng Zhiyuan Liu Maosong Sun 24 22 0 05 Jul 2023
Towards Open Federated Learning Platforms: Survey and Vision from Technical and Legal Perspectives Moming Duan Qinbin Li Linshan Jiang Bingsheng He FedML 26 4 0 05 Jul 2023
PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records Viktor Schlegel Hao Li Yuping Wu Anand Subramanian Thanh-Tung Nguyen ... Daniel Beck Xiaojun Zeng R. Batista-Navarro Stefan Winkler Goran Nenadic LM&MA MedIm 24 9 0 05 Jul 2023
ProPILE: Probing Privacy Leakage in Large Language Models Siwon Kim Sangdoo Yun Hwaran Lee Martin Gubri Sungroh Yoon Seong Joon Oh PILM 370 96 3 04 Jul 2023
mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding Jiabo Ye Anwen Hu Haiyang Xu Qinghao Ye Mingshi Yan ... Chenliang Li Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang VLM MLLM 16 114 0 04 Jul 2023
CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care Tong Xiang Liangzhi Li Wangyue Li Min‐Jun Bai Lu Wei Bowen Wang Noa Garcia 31 5 0 04 Jul 2023
Trainable Transformer in Transformer A. Panigrahi Sadhika Malladi Mengzhou Xia Sanjeev Arora VLM 27 12 0 03 Jul 2023
InstructEval: Systematic Evaluation of Instruction Selection Methods Anirudh Ajith Chris Pan Mengzhou Xia A. Deshpande Karthik Narasimhan ELM 25 16 0 01 Jul 2023
Stay on topic with Classifier-Free Guidance Guillaume Sanchez Honglu Fan Alexander Spangher Elad Levi Pawan Sasanka Ammanamanchi Stella Biderman 3DV 30 46 0 30 Jun 2023
Look, Remember and Reason: Grounded reasoning in videos with language models Apratim Bhattacharyya Sunny Panchal Mingu Lee Reza Pourreza Pulkit Madan Roland Memisevic LRM 33 7 0 30 Jun 2023
Should you marginalize over possible tokenizations? Nadezhda Chirkova Germán Kruszewski Jos Rozen Marc Dymetman 16 10 0 30 Jun 2023
A Formal Perspective on Byte-Pair Encoding Vilém Zouhar Clara Meister Juan Luis Gastaldi Li Du Tim Vieira Mrinmaya Sachan Ryan Cotterell 13 26 0 29 Jun 2023
Benchmarking Large Language Model Capabilities for Conditional Generation Joshua Maynez Priyanka Agrawal Sebastian Gehrmann ELM LM&MA 33 28 0 29 Jun 2023
Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language William Berrios Gautam Mittal Tristan Thrush Douwe Kiela Amanpreet Singh MLLM VLM 13 60 0 28 Jun 2023
CBBQ: A Chinese Bias Benchmark Dataset Curated with Human-AI Collaboration for Large Language Models Yufei Huang Deyi Xiong ALM 34 17 0 28 Jun 2023
Is ChatGPT a Biomedical Expert? -- Exploring the Zero-Shot Performance of Current GPT Models in Biomedical Tasks Samy Ateia Udo Kruschwitz LM&MA AI4MH 12 5 0 28 Jun 2023
WinoQueer: A Community-in-the-Loop Benchmark for Anti-LGBTQ+ Bias in Large Language Models Virginia K. Felkner Ho-Chun Herbert Chang Eugene Jang Jonathan May OSLM 14 30 0 26 Jun 2023
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations Yilun Zhao Chen Zhao Linyong Nan Zhenting Qi Wenlin Zhang Xiangru Tang Boyu Mi Dragomir R. Radev AAML LMTD 19 33 0 25 Jun 2023
Chinese Fine-Grained Financial Sentiment Analysis with Large Language Models Yinyu Lan Yanru Wu Wang Xu Weiqiang Feng Youhao Zhang 26 6 0 25 Jun 2023
H $_2$ O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models Zhenyu (Allen) Zhang Ying Sheng Tianyi Zhou Tianlong Chen Lianmin Zheng ... Yuandong Tian Christopher Ré Clark W. Barrett Zhangyang Wang Beidi Chen VLM 47 248 0 24 Jun 2023
Spatio-temporal Storytelling? Leveraging Generative Models for Semantic Trajectory Analysis Shreya Ghosh Saptarshi Sengupta P. Mitra 11 3 0 24 Jun 2023
Efficient Online Processing with Deep Neural Networks Lukas Hedegaard 18 0 0 23 Jun 2023
ToolQA: A Dataset for LLM Question Answering with External Tools Yuchen Zhuang Yue Yu Kuan-Chieh Jackson Wang Haotian Sun Chao Zhang ELM LLMAG 20 212 0 23 Jun 2023
LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models Shizhe Diao Rui Pan Hanze Dong Kashun Shum Jipeng Zhang Wei Xiong Tong Zhang ALM 20 63 0 21 Jun 2023
OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents Hugo Laurenccon Lucile Saulnier Léo Tronchon Stas Bekman Amanpreet Singh ... Siddharth Karamcheti Alexander M. Rush Douwe Kiela Matthieu Cord Victor Sanh 25 230 0 21 Jun 2023
Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications Saed Rezayi Zheng Liu Zihao Wu Chandra Dhakal Bao Ge ... Gengchen Mai Ninghao Liu Chen Zhen Tianming Liu Sheng R. Li 24 32 0 20 Jun 2023
A Simple and Effective Pruning Approach for Large Language Models Mingjie Sun Zhuang Liu Anna Bair J. Zico Kolter 56 353 0 20 Jun 2023
Recent Advances in Direct Speech-to-text Translation Chen Xu Rong Ye Qianqian Dong Chengqi Zhao Tom Ko Mingxuan Wang Tong Xiao Jingbo Zhu 19 18 0 20 Jun 2023
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts Xuan-Phi Nguyen Sharifah Mahani Aljunied Shafiq R. Joty Lidong Bing 18 32 0 20 Jun 2023