Title
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming Liu Bing Qin Ting Liu LRM AI4CE 42 156 0 27 Sep 2023
DefectHunter: A Novel LLM-Driven Boosted-Conformer-based Code Vulnerability Detection Mechanism Jin Wang Zishan Huang Hengli Liu Nianyi Yang Yinhao Xiao 38 17 0 27 Sep 2023
InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition Pan Zhang Xiaoyi Wang Bin Wang Yuhang Cao Chao Xu ... Conghui He Xingcheng Zhang Yu Qiao Da Lin Jiaqi Wang MLLM 80 227 0 26 Sep 2023
Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models Mert Yuksekgonul Varun Chandrasekaran Erik Jones Suriya Gunasekar Ranjita Naik Hamid Palangi Ece Kamar Besmira Nushi HILM 31 40 0 26 Sep 2023
VideoDirectorGPT: Consistent Multi-scene Video Generation via LLM-Guided Planning Han Lin Abhaysinh Zala Jaemin Cho Joey Tianyi Zhou LM&Ro VGen DiffM 56 75 0 26 Sep 2023
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models Ronak Pradeep Sahel Sharifymoghaddam Jimmy Lin ALM 50 37 0 26 Sep 2023
Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding Jiacheng Liu Andrew Cohen Ramakanth Pasunuru Yejin Choi Hannaneh Hajishirzi Asli Celikyilmaz 26 24 0 26 Sep 2023
Large Language Model Alignment: A Survey Tianhao Shen Renren Jin Yufei Huang Chuang Liu Weilong Dong Zishan Guo Xinwei Wu Yan Liu Deyi Xiong LM&MA 29 179 0 26 Sep 2023
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models Yuhui Xu Lingxi Xie Xiaotao Gu Xin Chen Heng Chang Hengheng Zhang Zhensu Chen Xiaopeng Zhang Qi Tian MQ 21 92 0 26 Sep 2023
Disinformation Detection: An Evolving Challenge in the Age of LLMs Qinglong Cao Yuntian Chen Ayushi Nirmal Xiaokang Yang DeLMO 53 52 0 25 Sep 2023
Aligning Large Multimodal Models with Factually Augmented RLHF Zhiqing Sun Sheng Shen Shengcao Cao Haotian Liu Chunyuan Li ... Liangyan Gui Yu-xiong Wang Yiming Yang Kurt Keutzer Trevor Darrell VLM 52 324 0 25 Sep 2023
Watch Your Language: Investigating Content Moderation with Large Language Models Deepak Kumar Y. AbuHashem Zakir Durumeric AI4MH 41 15 0 25 Sep 2023
DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models S. A. Jacobs Masahiro Tanaka Chengming Zhang Minjia Zhang L. Song Samyam Rajbhandari Yuxiong He 25 104 0 25 Sep 2023
DeepSpeed-VisualChat: Multi-Round Multi-Image Interleave Chat via Multi-Modal Causal Attention Z. Yao Xiaoxia Wu Conglong Li Minjia Zhang Heyang Qi Olatunji Ruwase A. A. Awan Samyam Rajbhandari Yuxiong He 39 11 0 25 Sep 2023
Identifying the Risks of LM Agents with an LM-Emulated Sandbox Yangjun Ruan Honghua Dong Andrew Wang Silviu Pitis Yongchao Zhou Jimmy Ba Yann Dubois Chris J. Maddison Tatsunori Hashimoto LLMAG ELM 25 98 0 25 Sep 2023
Rethinking Internet Communication Through LLMs: How Close Are We? Sifat Ut Taki Spyridon Mastorakis 27 0 0 25 Sep 2023
ID.8: Co-Creating Visual Stories with Generative AI Victor Nikhil Antony Chien-Ming Huang 41 26 0 25 Sep 2023
Revisiting LARS for Large Batch Training Generalization of Neural Networks K. Do Duong Nguyen Hoa Nguyen Long Tran-Thanh Nguyen-Hoang Tran Viet Quoc Pham AI4CE ODL 36 1 0 25 Sep 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 41 159 0 25 Sep 2023
Prompting and Fine-Tuning Open-Sourced Large Language Models for Stance Classification Iain J. Cruickshank Lynnette Hui Xian Ng 37 9 0 24 Sep 2023
EvalLM: Interactive Evaluation of Large Language Model Prompts on User-Defined Criteria Tae Soo Kim Yoonjoo Lee Jamin Shin Young-Ho Kim Juho Kim 39 71 0 24 Sep 2023
MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models Kailai Yang Tianlin Zhang Zi-Zhou Kuang Qianqian Xie Jimin Huang Sophia Ananiadou AI4MH 38 48 0 24 Sep 2023
Probing the Moral Development of Large Language Models through Defining Issues Test Kumar Tanmay Aditi Khandelwal Utkarsh Agarwal Monojit Choudhury LRM 23 14 0 23 Sep 2023
BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models Zican Dong Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen RALM ALM 36 34 0 23 Sep 2023
Towards LLM-guided Causal Explainability for Black-box Text Classifiers Amrita Bhattacharjee Raha Moraffah Joshua Garland Huan Liu 34 35 0 23 Sep 2023
From Text to Source: Results in Detecting Large Language Model-Generated Content Wissam Antoun Benoît Sagot Djamé Seddah DeLMO 35 11 0 23 Sep 2023
GlotScript: A Resource and Tool for Low Resource Writing System Identification Amir Hossein Kargaran François Yvon Hinrich Schütze 13 10 0 23 Sep 2023
BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP M. Kabir Mohammed Saidul Islam Md Tahmid Rahman Laskar Mir Tafseer Nayeem M Saiful Bari Enamul Hoque LM&MA 26 15 0 22 Sep 2023
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation Jiahao Xie Wei Li Xiangtai Li Ziwei Liu Yew-Soon Ong Chen Change Loy DiffM VLM 72 35 0 22 Sep 2023
ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs Justin Chih-Yao Chen Swarnadeep Saha Joey Tianyi Zhou LLMAG LRM 42 126 0 22 Sep 2023
Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models Haoyu Gao Ting-En Lin Hangyu Li Min Yang Yuchuan Wu Wentao Ma Yongbin Li LRM 45 10 0 22 Sep 2023
Affect Recognition in Conversations Using Large Language Models Shutong Feng Guangzhi Sun Nurul Lubis Chao Zhang Milica Gavsić 25 4 0 22 Sep 2023
AnglE-optimized Text Embeddings Xianming Li Jing Li RALM 29 94 0 22 Sep 2023
Unbiased Watermark for Large Language Models Zhengmian Hu Lichang Chen Xidong Wu Yihan Wu Hongyang R. Zhang Heng-Chiao Huang WaLM 38 45 0 22 Sep 2023
DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients Hanyin Wang Chufan Gao Christopher Dantona Bryan Hull Jimeng Sun LM&MA 31 57 0 22 Sep 2023
Is it Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models Asma Farajidizaji Vatsal Raina Mark Gales 45 1 0 22 Sep 2023
HANS, are you clever? Clever Hans Effect Analysis of Neural Systems Leonardo Ranaldi Fabio Massimo Zanzotto 39 2 0 21 Sep 2023
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models Yukang Chen Shengju Qian Haotian Tang Xin Lai Zhijian Liu Song Han Jiaya Jia 64 154 0 21 Sep 2023
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models L. Yu Weisen Jiang Han Shi Jincheng Yu Zhengying Liu Yu Zhang James T. Kwok Zheng Li Adrian Weller Weiyang Liu OSLM LRM 55 344 0 21 Sep 2023
Code Soliloquies for Accurate Calculations in Large Language Models Shashank Sonkar Myco Le Xinghe Chen Naiming Liu D. B. Mallick Richard G. Baraniuk SyDa 16 15 0 21 Sep 2023
Benchmarking quantized LLaMa-based models on the Brazilian Secondary School Exam Matheus L. O. Santos Cláudio E. C. Campelo 27 1 0 21 Sep 2023
AceGPT, Localizing Large Language Models in Arabic Huang Huang Fei Yu Jianqing Zhu Xuening Sun Hao Cheng ... Lian Zhang Ruoyu Sun Xiang Wan Haizhou Li Jinchao Xu 32 48 0 21 Sep 2023
Striking Gold in Advertising: Standardization and Exploration of Ad Text Generation Masato Mita Soichiro Murakami Akihiko Kato Peinan Zhang 36 4 0 21 Sep 2023
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset Lianmin Zheng Wei-Lin Chiang Ying Sheng Tianle Li Siyuan Zhuang ... Zi Lin Eric P. Xing Joseph E. Gonzalez Ion Stoica Haotong Zhang 38 181 0 21 Sep 2023
Knowledge Sanitization of Large Language Models Yoichi Ishibashi Hidetoshi Shimodaira KELM 39 19 0 21 Sep 2023
How Robust is Google's Bard to Adversarial Image Attacks? Yinpeng Dong Huanran Chen Jiawei Chen Zhengwei Fang Xiaohu Yang Yichi Zhang Yu Tian Hang Su Jun Zhu AAML 36 102 0 21 Sep 2023
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models Haoran Xu Young Jin Kim Amr Sharaf Hany Awadalla 43 61 0 20 Sep 2023
Towards Effective Disambiguation for Machine Translation with Large Language Models Vivek Iyer Pinzhen Chen Alexandra Birch 24 11 0 20 Sep 2023
BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model Nolan Dey Daria Soboleva Faisal Al-Khateeb Bowen Yang Ribhu Pathria ... Robert Myers Jacob Robert Steeves Natalia Vassilieva Marvin Tom Joel Hestness MoE 41 15 0 20 Sep 2023
DreamLLM: Synergistic Multimodal Comprehension and Creation Runpei Dong Chunrui Han Yuang Peng Zekun Qi Zheng Ge ... Hao-Ran Wei Xiangwen Kong Xiangyu Zhang Kaisheng Ma Li Yi MLLM 50 176 0 20 Sep 2023