Title
Few-Shot Panoptic Segmentation With Foundation Models Markus Kappeler Kürsat Petek Niclas Vodisch Wolfram Burgard Abhinav Valada 31 17 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 45 5 0 19 Sep 2023
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback Xingyao Wang Zihan Wang Jiateng Liu Yangyi Chen Lifan Yuan Hao Peng Heng Ji LRM 133 142 0 19 Sep 2023
Estimating Contamination via Perplexity: Quantifying Memorisation in Language Model Evaluation Yucheng Li 20 29 0 19 Sep 2023
CFGPT: Chinese Financial Assistant with Large Language Model Jiangtong Li Hao Wang Guoxuan Wang Yang Lei Dawei Cheng Zhijun Ding Changjun Jiang 45 10 0 19 Sep 2023
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training Dawei Zhu Nan Yang Liang Wang Yifan Song Wenhao Wu Furu Wei Sujian Li 76 78 0 19 Sep 2023
Investigating the Catastrophic Forgetting in Multimodal Large Language Models Yuexiang Zhai Shengbang Tong Xiao Li Mu Cai Qing Qu Yong Jae Lee Yi Ma VLM MLLM CLL 77 78 0 19 Sep 2023
GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts Jiahao Yu Xingwei Lin Zheng Yu Xinyu Xing SILM 119 307 0 19 Sep 2023
Baichuan 2: Open Large-scale Language Models Ai Ming Yang Bin Xiao Bingning Wang Borong Zhang Ce Bian ... Youxin Jiang Yuchen Gao Yupeng Zhang Zenan Zhou Zhiying Wu ELM LRM 77 712 0 19 Sep 2023
Stabilizing RLHF through Advantage Model and Selective Rehearsal Baolin Peng Linfeng Song Ye Tian Lifeng Jin Haitao Mi Dong Yu 40 17 0 18 Sep 2023
Understanding Catastrophic Forgetting in Language Models via Implicit Inference Suhas Kotha Jacob Mitchell Springer Aditi Raghunathan CLL 42 61 0 18 Sep 2023
Conformal Temporal Logic Planning using Large Language Models Jun Wang J. Tong Kai Liang Tan Yevgeniy Vorobeychik Y. Kantaros LM&Ro 58 20 0 18 Sep 2023
SMART-LLM: Smart Multi-Agent Robot Task Planning using Large Language Models S. S. Kannan Vishnunandan L. N. Venkatesh Byung-Cheol Min LLMAG LM&Ro 40 102 0 18 Sep 2023
MindAgent: Emergent Gaming Interaction Ran Gong Qiuyuan Huang Xiaojian Ma Hoi Vo Zane Durante ... Zilong Zheng Song-Chun Zhu Demetri Terzopoulos Fei-Fei Li Jianfeng Gao LM&Ro 107 65 0 18 Sep 2023
Prompt a Robot to Walk with Large Language Models Yen-Jen Wang Bike Zhang Jianyu Chen Koushil Sreenath LM&Ro LLMAG 32 49 0 18 Sep 2023
An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models Yadong Lu Chunyuan Li Haotian Liu Jianwei Yang Jianfeng Gao Yelong Shen MLLM 105 30 0 18 Sep 2023
Speaker attribution in German parliamentary debates with QLoRA-adapted large language models Tobias Bornheim Niklas Grieger Patrick Gustav Blaneck Stephan Bialonski 19 2 0 18 Sep 2023
AMuRD: Annotated Arabic-English Receipt Dataset for Key Information Extraction and Classification Abdelrahman Abdallah Mahmoud Abdalla Mohamed Elkasaby Yasser Elbendary Adam Jatowt 35 0 0 18 Sep 2023
The ParlaSent Multilingual Training Dataset for Sentiment Identification in Parliamentary Proceedings Michal Mochtak Peter Rupnik Nikola Ljubesic AILaw 23 4 0 18 Sep 2023
Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech Chien-yu Huang Ke-Han Lu Shi Wang Chi-Yuan Hsiao Chun-Yi Kuan ... Roshan S. Sharma Shinji Watanabe Bhiksha Ramakrishnan Shady Shehata Hung-yi Lee AuLLM 36 53 0 18 Sep 2023
Pruning Large Language Models via Accuracy Predictor Yupeng Ji Yibo Cao Jiu-si Liu KELM 36 4 0 18 Sep 2023
LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models Zecheng Tang Chenfei Wu Juntao Li Nan Duan 3DV 28 9 0 18 Sep 2023
Are You Worthy of My Trust?: A Socioethical Perspective on the Impacts of Trustworthy AI Systems on the Environment and Human Society Jamell Dacon SILM 26 1 0 18 Sep 2023
Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM Bochuan Cao Yu Cao Lu Lin Jinghui Chen AAML 36 135 0 18 Sep 2023
Augmenting text for spoken language understanding with Large Language Models Roshan Sharma Suyoun Kim Daniel Lazar Trang Le Akshat Shrivastava Kwanghoon Ahn Piyush Kansal Leda Sari Ozlem Kalinli Michael Seltzer 31 2 0 17 Sep 2023
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles Kung-Hsiang Huang Philippe Laban Alexander R. Fabbri Prafulla Kumar Choubey Chenyu You Caiming Xiong Chien-Sheng Wu 21 26 0 17 Sep 2023
Language models are susceptible to incorrect patient self-diagnosis in medical applications Rojin Ziaei Samuel Schmidgall ELM LM&MA 31 8 0 17 Sep 2023
OWL: A Large Language Model for IT Operations Hongcheng Guo Jian Yang Jiaheng Liu Liqun Yang Linzheng Chai ... Tieqiao Zheng Liangfan Zheng Bo Zhang Ke Xu Zhoujun Li VLM 66 41 0 17 Sep 2023
Can Large Language Models Understand Real-World Complex Instructions? Qi He Jie Zeng Wenhao Huang Lina Chen Jin Xiao ... Shisong Chen Yikai Zhang Zhouhong Gu Jiaqing Liang Yanghua Xiao ALM LRM ELM 98 52 0 17 Sep 2023
Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference Parsa Kavehzadeh Mojtaba Valipour Marzieh S. Tahaei Ali Ghodsi Boxing Chen Mehdi Rezagholizadeh 35 6 0 16 Sep 2023
ODSum: New Benchmarks for Open Domain Multi-Document Summarization Yijie Zhou Kejian Shi Wencai Zhang Yixin Liu Yilun Zhao Arman Cohan RALM 37 2 0 16 Sep 2023
Cross-Lingual Knowledge Editing in Large Language Models Jiaan Wang Yunlong Liang Zengkui Sun Yu Cao Jiarong Xu Fandong Meng KELM 33 11 0 16 Sep 2023
Contextual Label Projection for Cross-Lingual Structured Prediction Tanmay Parekh I-Hung Hsu Kuan-Hao Huang Kai-Wei Chang Nanyun Peng 27 4 0 16 Sep 2023
Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models M. Kamruzzaman M. M. I. Shovon Gene Louis Kim 48 25 0 16 Sep 2023
X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across Paragraphs Juan Diego Rodriguez Katrin Erk Greg Durrett 48 4 0 16 Sep 2023
Rethinking Learning Rate Tuning in the Era of Large Language Models Hongpeng Jin Wenqi Wei Xuyu Wang Wenbin Zhang Yanzhao Wu 18 11 0 16 Sep 2023
Mining Patents with Large Language Models Elucidates the Chemical Function Landscape Clayton W. Kosonocky Claus O. Wilke E. Marcotte A. D. Ellington 41 3 0 15 Sep 2023
Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings Chen Cecilia Liu Fajri Koto Timothy Baldwin Iryna Gurevych LRM 32 18 0 15 Sep 2023
Chain-of-Thought Reasoning is a Policy Improvement Operator Hugh Zhang David C. Parkes ReLM LM&Ro LRM 31 12 0 15 Sep 2023
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets Orion Weller Kyle Lo David Wadden Dawn J Lawrie Benjamin Van Durme Arman Cohan Luca Soldaini 49 19 0 15 Sep 2023
Scaling Laws for Sparsely-Connected Foundation Models Elias Frantar C. Riquelme N. Houlsby Dan Alistarh Utku Evci 35 36 0 15 Sep 2023
Advancing the Evaluation of Traditional Chinese Language Models: Towards a Comprehensive Benchmark Suite Chan-Jan Hsu Chang-Le Liu Feng-Ting Liao Po-Chun Hsu Yi-Chang Chen Da-Shan Shiu ELM ALM 22 12 0 15 Sep 2023
Segment Anything Model for Brain Tumor Segmentation Peng Zhang Yaping Wang VLM 19 6 0 15 Sep 2023
Reward Engineering for Generating Semi-structured Explanation Paul Burgess Wray Buntine Ehsan Shareghi LRM 30 0 0 15 Sep 2023
Data Distribution Bottlenecks in Grounding Language Models to Knowledge Bases Yiheng Shu Zhiwei Yu 27 3 0 15 Sep 2023
How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study Andreas Waldis Yufang Hou Iryna Gurevych 30 2 0 15 Sep 2023
PromptTTS++: Controlling Speaker Identity in Prompt-Based Text-to-Speech Using Natural Language Descriptions Reo Shimizu Ryuichi Yamamoto Masaya Kawamura Yuma Shirahata Hironori Doi Tatsuya Komatsu Kentaro Tachibana DiffM 29 20 0 15 Sep 2023
Foundation Model Assisted Automatic Speech Emotion Recognition: Transcribing, Annotating, and Augmenting Tiantian Feng Shrikanth Narayanan 37 16 0 15 Sep 2023
Bias in News Summarization: Measures, Pitfalls and Corpora Julius Steen Katja Markert 28 4 0 14 Sep 2023
An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing Sonish Sivarajkumar Mark Kelley Alyssa Samolyk-Mazzanti Shyam Visweswaran Yanshan Wang LM&MA 46 28 0 14 Sep 2023