Title
Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision, Language, Audio, and Action Jiasen Lu Christopher Clark Sangho Lee Zichen Zhang Savya Khosla Ryan Marten Derek Hoiem Aniruddha Kembhavi VLM MLLM 102 175 0 28 Dec 2023
Prompt Expansion for Adaptive Text-to-Image Generation Siddhartha Datta Alexander Ku Deepak Ramachandran Peter Anderson DiffM 70 10 0 27 Dec 2023
VideoPoet: A Large Language Model for Zero-Shot Video Generation Dan Kondratyuk Lijun Yu Xiuye Gu José Lezama Jonathan Huang ... Irfan Essa Huisheng Wang David A. Ross Bryan Seybold Lu Jiang VGen 155 273 0 21 Dec 2023
Low-resource classification of mobility functioning information in clinical sentences using large language models Tuan-Dung Le Thanh Duong Thanh Thieu 56 0 0 15 Dec 2023
Foundation Models in Robotics: Applications, Challenges, and the Future Roya Firoozi Johnathan Tucker Stephen Tian Anirudha Majumdar Jiankai Sun ... Brian Ichter Danny Driess Jiajun Wu Cewu Lu Mac Schwager LM&Ro AI4CE LRM VLM 114 161 0 13 Dec 2023
4M: Massively Multimodal Masked Modeling David Mizrahi Roman Bachmann Ouguzhan Fatih Kar Teresa Yeo Mingfei Gao Afshin Dehghan Amir Zamir MLLM 99 75 0 11 Dec 2023
Kandinsky 3.0 Technical Report V.Ya. Arkhipkin Andrei Filatov Viacheslav Vasilev Anastasia Maltseva Said Azizov Igor Pavlov Julia Agafonova Andrey Kuznetsov Denis Dimitrov DiffM 115 13 0 06 Dec 2023
Bootstrapping Interactive Image-Text Alignment for Remote Sensing Image Captioning Cong Yang Zuchao Li Lefei Zhang 77 27 0 02 Dec 2023
Unnatural Error Correction: GPT-4 Can Almost Perfectly Handle Unnatural Scrambled Text Qi Cao Takeshi Kojima Yutaka Matsuo Yusuke Iwasawa 105 19 0 30 Nov 2023
X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning Artemis Panagopoulou Le Xue Ning Yu Junnan Li Dongxu Li Shafiq Joty Ran Xu Silvio Savarese Caiming Xiong Juan Carlos Niebles VLM MLLM 155 61 0 30 Nov 2023
IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions Zhebin Zhang Xinyu Zhang Yuanhang Ren Saijiang Shi Meng Han Yongkang Wu Ruofei Lai Bo Zhao RALM LRM 61 16 0 30 Nov 2023
Self-Infilling Code Generation Lin Zheng Jianbo Yuan Zhi Zhang Hongxia Yang Lingpeng Kong 89 2 0 29 Nov 2023
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding Sicong Leng Hang Zhang Guanzheng Chen Xin Li Shijian Lu Chunyan Miao Li Bing VLM MLLM 169 239 0 28 Nov 2023
Compositional Chain-of-Thought Prompting for Large Multimodal Models Chancharik Mitra Brandon Huang Trevor Darrell Roei Herzig MLLM LRM 123 98 0 27 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 153 61 0 20 Nov 2023
When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks Hao Peng Xiaozhi Wang Jianhui Chen Weikai Li Yunjia Qi ... Zhili Wu Kaisheng Zeng Bin Xu Lei Hou Juanzi Li 94 34 0 15 Nov 2023
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning Yue Yu Jiaming Shen Tianqi Liu Zhen Qin Jing Nathan Yan Jialu Liu Chao Zhang Michael Bendersky 113 7 0 13 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David Clifton LM&MA 185 128 0 09 Nov 2023
Frontier Language Models are not Robust to Adversarial Arithmetic, or "What do I need to say so you agree 2+2=5? C. D. Freeman Laura J. Culp Aaron T Parisi Maxwell Bileschi Gamaleldin F. Elsayed ... Peter J. Liu Roman Novak Yundi Qian Noah Fiedel Jascha Narain Sohl-Dickstein AAML 64 2 0 08 Nov 2023
The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis Yuxiang Zhou Jiazheng Li Yanzheng Xiang Hanqi Yan Lin Gui Yulan He 95 19 0 01 Nov 2023
SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes Á. Lelkes Eric Loreaux Tal Schuster Ming-Jun Chen Alvin Rajkomar 83 2 0 27 Oct 2023
FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions Hyunwoo J. Kim Melanie Sclar Xuhui Zhou Ronan Le Bras Gunhee Kim Yejin Choi Maarten Sap LLMAG 98 92 0 24 Oct 2023
LUNA: A Model-Based Universal Analysis Framework for Large Language Models Da Song Xuan Xie Jiayang Song Derui Zhu Yuheng Huang Felix Juefei Xu Lei Ma ALM 118 6 0 22 Oct 2023
Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs Young-Suk Lee Md Arafat Sultan Yousef El-Kurdi Tahira Naseem Asim Munawar Radu Florian Salim Roukos Ramón Fernández Astudillo SyDa 83 6 0 21 Oct 2023
Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks Andrea Sottana Bin Liang Kai Zou Zheng Yuan ALM ELM LM&MA 102 58 0 20 Oct 2023
Formalizing and Benchmarking Prompt Injection Attacks and Defenses Yupei Liu Yuqi Jia Runpeng Geng Jinyuan Jia Neil Zhenqiang Gong SILM LLMAG 143 97 0 19 Oct 2023
Instructive Dialogue Summarization with Query Aggregations Bin Wang Zhengyuan Liu Nancy F. Chen 105 3 0 17 Oct 2023
On Context Utilization in Summarization with Large Language Models Mathieu Ravaut Aixin Sun Nancy F. Chen Shafiq Joty 105 14 0 16 Oct 2023
NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models Jongwoo Ko Seungjoon Park Yujin Kim Sumyeong Ahn Du-Seong Chang Euijai Ahn SeYoung Yun 115 6 0 16 Oct 2023
Assessing the Reliability of Large Language Model Knowledge Weixuan Wang Barry Haddow Alexandra Birch Wei Peng KELM HILM 116 15 0 15 Oct 2023
PaLI-3 Vision Language Models: Smaller, Faster, Stronger Xi Chen Xiao Wang Lucas Beyer Alexander Kolesnikov Jialin Wu ... Keran Rong Tianli Yu Daniel Keysers Xiao-Qi Zhai Radu Soricut MLLM VLM 128 104 0 13 Oct 2023
Open X-Embodiment: Robotic Learning Datasets and RT-X Models Open X-Embodiment Collaboration Abby OÑeill Abdul Rehman Abhinav Gupta Abhiram Maddukuri ... Zhuo Xu Zichen Jeff Cui Zichen Zhang Zipeng Fu Zipeng Lin LM&Ro 200 531 0 13 Oct 2023
KwaiYiiMath: Technical Report Jia-Yi Fu Lei Lin Xiaoyang Gao Pengli Liu Zhengzong Chen ... Zijia Lin Fuzheng Zhang Zhongyuan Wang Di Zhang Kun Gai LRM ReLM RALM 142 2 0 11 Oct 2023
Learning Interactive Real-World Simulators Mengjiao Yang Yilun Du Kamyar Ghasemipour Jonathan Tompson Leslie Kaelbling Dale Schuurmans Pieter Abbeel LM&Ro PINN 90 215 0 09 Oct 2023
LLM for SoC Security: A Paradigm Shift Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 178 55 0 09 Oct 2023
DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models Chengcheng Han Xiaowei Du Che Zhang Yixin Lian Xiang Li Ming Gao Baoyuan Wang LRM 76 14 0 08 Oct 2023
Evaluating Hallucinations in Chinese Large Language Models Qinyuan Cheng Tianxiang Sun Wenwei Zhang Siyin Wang Xiangyang Liu ... Junliang He Mianqiu Huang Zhangyue Yin Kai Chen Xipeng Qiu HILM ELM 96 27 0 05 Oct 2023
Retrieval meets Long Context Large Language Models Peng Xu Ming-Yu Liu Xianchao Wu Lawrence C. McAfee Chen Zhu Zihan Liu Sandeep Subramanian Evelina Bakhturina Mohammad Shoeybi Bryan Catanzaro RALM LRM 101 86 0 04 Oct 2023
Prompting and Fine-Tuning Open-Sourced Large Language Models for Stance Classification Iain J. Cruickshank Lynnette Hui Xian Ng 90 9 0 24 Sep 2023
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models Haoran Xu Young Jin Kim Amr Sharaf Hany Awadalla 115 70 0 20 Sep 2023
XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates Haopeng Zhang Hayate Iso Sairam Gurajada Nikita Bhutani 118 6 0 20 Sep 2023
A Family of Pretrained Transformer Language Models for Russian Dmitry Zmitrovich Alexander Abramov Andrey Kalmykov Maria Tikhonova Ekaterina Taktasheva ... Vitalii Kadulin Sergey Markov Tatiana Shavrina Vladislav Mikhailov Alena Fenogenova 111 26 0 19 Sep 2023
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch Juntao Li Zecheng Tang Yuyang Ding Pinzheng Wang Pei Guo ... Wenliang Chen Guohong Fu Qiaoming Zhu Guodong Zhou Hao Fei 114 5 0 19 Sep 2023
Toward Unified Controllable Text Generation via Regular Expression Instruction Xin Zheng Hongyu Lin Xianpei Han Le Sun 108 5 0 19 Sep 2023
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration Rachneet Sachdeva Martin Tutek Iryna Gurevych OODD 102 13 0 14 Sep 2023
An Assessment of ChatGPT on Log Data Priyanka Mudgal Rita H. Wouhaybi LLMAG AI4MH 44 19 0 14 Sep 2023
From Base to Conversational: Japanese Instruction Dataset and Tuning Large Language Models Masahiro Suzuki Masanori Hirano Hiroki Sakaji 107 6 0 07 Sep 2023
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Quanquan Gu DiffM 203 19 0 23 Aug 2023
A Methodology for Generative Spelling Correction via Natural Spelling Errors Emulation across Multiple Domains and Languages Nikita Martynov Mark Baushenko Anastasia Kozlova Katerina Kolomeytseva Aleksandr Abramov Alena Fenogenova 68 4 0 18 Aug 2023
RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models Jie Huang Ming-Yu Liu Peng Xu Mohammad Shoeybi Kevin Chen-Chuan Chang Bryan Catanzaro RALM 122 35 0 15 Aug 2023