Title
4M: Massively Multimodal Masked Modeling David Mizrahi Roman Bachmann Ouguzhan Fatih Kar Teresa Yeo Mingfei Gao Afshin Dehghan Amir Zamir MLLM 39 62 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 28 10 0 06 Dec 2023
Bootstrapping Interactive Image-Text Alignment for Remote Sensing Image Captioning Cong Yang Zuchao Li Lefei Zhang 29 23 0 02 Dec 2023
Unnatural Error Correction: GPT-4 Can Almost Perfectly Handle Unnatural Scrambled Text Qi Cao Takeshi Kojima Yutaka Matsuo Yusuke Iwasawa 12 18 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 R. Joty Ran Xu Silvio Savarese Caiming Xiong Juan Carlos Niebles VLM MLLM 33 45 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 Zhao Cao RALM LRM 16 15 0 30 Nov 2023
Self-Infilling Code Generation Lin Zheng Jianbo Yuan Zhi Zhang Hongxia Yang Lingpeng Kong 24 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 85 197 0 28 Nov 2023
Compositional Chain-of-Thought Prompting for Large Multimodal Models Chancharik Mitra Brandon Huang Trevor Darrell Roei Herzig MLLM LRM 31 80 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 31 52 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 Y. Qi ... Zhili Wu Kaisheng Zeng Bin Xu Lei Hou Juanzi Li 24 27 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 44 6 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 A. Clifton LM&MA 31 106 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 30 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 22 14 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 32 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 18 78 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 27 3 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 19 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 25 54 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 16 58 0 19 Oct 2023
Instructive Dialogue Summarization with Query Aggregations Bin Wang Zhengyuan Liu Nancy F. Chen 11 3 0 17 Oct 2023
On Context Utilization in Summarization with Large Language Models Mathieu Ravaut Aixin Sun Nancy F. Chen Shafiq R. Joty 31 13 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 14 4 0 16 Oct 2023
Assessing the Reliability of Large Language Model Knowledge Weixuan Wang Barry Haddow Alexandra Birch Wei Peng KELM HILM 66 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 30 93 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 42 457 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 45 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 16 177 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 54 46 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 32 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 33 23 0 05 Oct 2023
Retrieval meets Long Context Large Language Models Peng-Tao Xu Wei Ping Xianchao Wu Lawrence C. McAfee Chen Zhu Zihan Liu Sandeep Subramanian Evelina Bakhturina M. Shoeybi Bryan Catanzaro RALM LRM 14 79 0 04 Oct 2023
Prompting and Fine-Tuning Open-Sourced Large Language Models for Stance Classification Iain J. Cruickshank Lynnette Hui Xian Ng 21 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 39 57 0 20 Sep 2023
XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates Haopeng Zhang Hayate Iso Sairam Gurajada Nikita Bhutani 31 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 25 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 M. Zhang 40 5 0 19 Sep 2023
Toward Unified Controllable Text Generation via Regular Expression Instruction Xin Zheng Hongyu Lin Xianpei Han Le Sun 44 4 0 19 Sep 2023
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration Rachneet Sachdeva Martin Tutek Iryna Gurevych OODD 8 10 0 14 Sep 2023
An Assessment of ChatGPT on Log Data Priyanka Mudgal Rita H. Wouhaybi LLMAG AI4MH 23 17 0 14 Sep 2023
From Base to Conversational: Japanese Instruction Dataset and Tuning Large Language Models Masahiro Suzuki Masanori Hirano Hiroki Sakaji 39 6 0 07 Sep 2023
nanoT5: A PyTorch Framework for Pre-training and Fine-tuning T5-style Models with Limited Resources Piotr Nawrot AI4CE 17 5 0 05 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 52 14 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 22 2 0 18 Aug 2023
RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models Jie Huang Wei Ping Peng-Tao Xu M. Shoeybi Kevin Chen-Chuan Chang Bryan Catanzaro RALM 27 33 0 15 Aug 2023
Robustness Over Time: Understanding Adversarial Examples' Effectiveness on Longitudinal Versions of Large Language Models Yugeng Liu Tianshuo Cong Zhengyu Zhao Michael Backes Yun Shen Yang Zhang AAML 33 6 0 15 Aug 2023
CausalLM is not optimal for in-context learning Nan Ding Tomer Levinboim Jialin Wu Sebastian Goodman Radu Soricut 24 23 0 14 Aug 2023
Emotion-Conditioned Text Generation through Automatic Prompt Optimization Yarik Menchaca Resendiz Roman Klinger 19 5 0 09 Aug 2023
Learning to Paraphrase Sentences to Different Complexity Levels Alison Chi Li-Kuang Chen Yi-Chen Chang Shu-Hui Lee Jason J. S. Chang 19 10 0 04 Aug 2023