Title
Model Will Tell: Training Membership Inference for Diffusion Models Xiaomeng Fu Xi Wang Qiao Li Jin Liu Jiao Dai Jizhong Han 52 5 0 13 Mar 2024
Specification Overfitting in Artificial Intelligence Benjamin Roth Pedro Henrique Luz de Araujo Yuxi Xia Saskia Kaltenbrunner Christoph Korab 58 0 0 13 Mar 2024
Tastle: Distract Large Language Models for Automatic Jailbreak Attack Zeguan Xiao Yan Yang Guanhua Chen Yun-Nung Chen AAML 48 18 0 13 Mar 2024
LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traffic Signal Control in Complex Urban Environments Maonan Wang Aoyu Pang Yuheng Kan Man-On Pun Chung Shue Chen Bo Huang 43 18 0 13 Mar 2024
Knowledge Conflicts for LLMs: A Survey Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 208 96 0 13 Mar 2024
OverleafCopilot: Empowering Academic Writing in Overleaf with Large Language Models Haomin Wen Zhenjie Wei Yan Lin Jiyuan Wang Keli Zhang Huaiyu Wan 27 0 0 13 Mar 2024
HRLAIF: Improvements in Helpfulness and Harmlessness in Open-domain Reinforcement Learning From AI Feedback Ang Li Qiugen Xiao Peng Cao Jian Tang Yi Yuan ... Weidong Guo Yukang Gan Jeffrey Xu Yu D. Wang Ying Shan VLM ALM 44 10 0 13 Mar 2024
AutoDev: Automated AI-Driven Development Michele Tufano Anisha Agarwal Jinu Jang Roshanak Zilouchian Moghaddam Neel Sundaresan 44 15 0 13 Mar 2024
Gemma: Open Models Based on Gemini Research and Technology Gemma Team Gemma Team Thomas Mesnard Cassidy Hardin Robert Dadashi Surya Bhupatiraju ... Armand Joulin Noah Fiedel Evan Senter Alek Andreev Kathleen Kenealy VLM LLMAG 131 441 0 13 Mar 2024
Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale Xiang Hu Pengyu Ji Qingyang Zhu Wei Wu Kewei Tu LRM 41 4 0 13 Mar 2024
Mastering Text, Code and Math Simultaneously via Fusing Highly Specialized Language Models Ning Ding Yulin Chen Ganqu Cui Xingtai Lv Weilin Zhao Ruobing Xie Bowen Zhou Zhiyuan Liu Maosong Sun ALM MoMe AI4CE 43 7 0 13 Mar 2024
Learning to Watermark LLM-generated Text via Reinforcement Learning Xiaojun Xu Yuanshun Yao Yang Liu 31 10 0 13 Mar 2024
Deep Submodular Peripteral Networks Gantavya Bhatt Arnav M. Das Jeff Bilmes 49 1 0 13 Mar 2024
Large Language Models are Contrastive Reasoners Liang Yao ReLM ELM LRM 50 2 0 13 Mar 2024
TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection Hanning Chen Wenjun Huang Yang Ni Sanggeon Yun Fei Wen Hugo Latapie Mohsen Imani ObjD MLLM VLM 42 17 0 12 Mar 2024
TutoAI: A Cross-domain Framework for AI-assisted Mixed-media Tutorial Creation on Physical Tasks Yuexi Chen Vlad I. Morariu Anh Truong Zhicheng Liu DiffM VGen 45 4 0 12 Mar 2024
Do Agents Dream of Electric Sheep?: Improving Generalization in Reinforcement Learning through Generative Learning Giorgio Franceschelli Mirco Musolesi AI4CE 51 0 0 12 Mar 2024
Beyond Text: Frozen Large Language Models in Visual Signal Comprehension Lei Zhu Fangyun Wei Yanye Lu MLLM VLM 57 18 0 12 Mar 2024
Rethinking Generative Large Language Model Evaluation for Semantic Comprehension Fangyun Wei Xi Chen Linzi Luo ELM ALM LRM 38 7 0 12 Mar 2024
CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion Qibing Ren Chang Gao Jing Shao Junchi Yan Xin Tan Wai Lam Lizhuang Ma ALM ELM AAML 50 22 0 12 Mar 2024
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM Sainbayar Sukhbaatar O. Yu. Golovneva Vasu Sharma Hu Xu Xi Lin ... Jacob Kahn Shang-Wen Li Wen-tau Yih Jason Weston Xian Li MoMe OffRL MoE 45 62 0 12 Mar 2024
Beyond Memorization: The Challenge of Random Memory Access in Language Models Tongyao Zhu Qian Liu Liang Pang Zhengbao Jiang Min-Yen Kan Min Lin KELM 42 6 0 12 Mar 2024
Fine-tuning Large Language Models with Sequential Instructions Hanxu Hu Simon Yu Pinzhen Chen Edoardo Ponti ALM LRM 84 15 0 12 Mar 2024
FineMath: A Fine-Grained Mathematical Evaluation Benchmark for Chinese Large Language Models Yan Liu Renren Jin Ling Shi Zheng Yao Deyi Xiong LRM 37 4 0 12 Mar 2024
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction Zixuan Li Yutao Zeng Yuxin Zuo Weicheng Ren Wenxuan Liu ... Yidan Liu Pan Yang Xiaolong Jin Jiafeng Guo Xueqi Cheng OffRL 38 25 0 12 Mar 2024
ORPO: Monolithic Preference Optimization without Reference Model Jiwoo Hong Noah Lee James Thorne OSLM 42 213 0 12 Mar 2024
Characterization of Large Language Model Development in the Datacenter Qi Hu Zhisheng Ye Zerui Wang Guoteng Wang Mengdie Zhang ... Dahua Lin Xiaolin Wang Yingwei Luo Yonggang Wen Tianwei Zhang 56 45 0 12 Mar 2024
generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation Thilo Spinner Rebecca Kehlbeck Rita Sevastjanova Tobias Stähle Daniel A. Keim Oliver Deussen Mennatallah El-Assady 46 3 0 12 Mar 2024
RSBuilding: Towards General Remote Sensing Image Building Extraction and Change Detection with Foundation Model Mingze Wang Lili Su Cilin Yan Sheng Xu Pengcheng Yuan Xiaolong Jiang Baochang Zhang 51 11 0 12 Mar 2024
SIFiD: Reassess Summary Factual Inconsistency Detection with LLM Jiuding Yang Hui Liu Weidong Guo Zhuwei Rao Yu-Syuan Xu Di Niu HILM 29 0 0 12 Mar 2024
MoAI: Mixture of All Intelligence for Large Language and Vision Models Byung-Kwan Lee Beomchan Park Chae Won Kim Yonghyun Ro MLLM VLM 53 20 0 12 Mar 2024
Matrix-Transformation Based Low-Rank Adaptation (MTLoRA): A Brain-Inspired Method for Parameter-Efficient Fine-Tuning Yao Liang Yuwei Wang Yang Li Yi Zeng 44 0 0 12 Mar 2024
SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models Yu Yang Siddhartha Mishra Jeffrey N Chiang Baharan Mirzasoleiman 42 18 0 12 Mar 2024
Towards Faithful Explanations: Boosting Rationalization with Shortcuts Discovery Linan Yue Qi Liu Yichao Du Li Wang Weibo Gao Yanqing An 39 5 0 12 Mar 2024
Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models Yang Jiao Shaoxiang Chen Zequn Jie Wenke Huang Lin Ma Yueping Jiang MLLM 50 18 0 12 Mar 2024
Curry-DPO: Enhancing Alignment using Curriculum Learning & Ranked Preferences Pulkit Pattnaik Rishabh Maheshwary Kelechi Ogueji Vikas Yadav Sathwik Tejaswi Madhusudhan 42 18 0 12 Mar 2024
$$\mathbf{(N,K)}$-Puzzle: A Cost-Efficient Testbed for Benchmarking Reinforcement Learning Algorithms in Generative Language Model$ $\mathbf{(N,K)}$ -Puzzle: A Cost-Efficient Testbed for Benchmarking Reinforcement Learning Algorithms in Generative Language Model Yufeng Zhang Liyu Chen Boyi Liu Yingxiang Yang Qiwen Cui Yunzhe Tao Hongxia Yang 119 0 0 11 Mar 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 42 5 0 11 Mar 2024
The pitfalls of next-token prediction Gregor Bachmann Vaishnavh Nagarajan 39 63 0 11 Mar 2024
Materials science in the era of large language models: a perspective Ge Lei Ronan Docherty Samuel J. Cooper 50 18 0 11 Mar 2024
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback Yanming Liu Xinyue Peng Xuhong Zhang Weihao Liu Jianwei Yin Jiannan Cao Tianyu Du RALM 38 37 0 11 Mar 2024
ALaRM: Align Language Models via Hierarchical Rewards Modeling Yuhang Lai Siyuan Wang Shujun Liu Xuanjing Huang Zhongyu Wei 37 4 0 11 Mar 2024
Large Model driven Radiology Report Generation with Clinical Quality Reinforcement Learning Zijian Zhou Miaojing Shi Meng Wei Oluwatosin O. Alabi Zijie Yue Tom Kamiel Magda Vercauteren LM&MA 43 6 0 11 Mar 2024
Elephants Never Forget: Testing Language Models for Memorization of Tabular Data Sebastian Bordt Harsha Nori Rich Caruana LMTD 53 14 0 11 Mar 2024
RLingua: Improving Reinforcement Learning Sample Efficiency in Robotic Manipulations With Large Language Models Liangliang Chen Yutian Lei Shiyu Jin Ying Zhang Liangjun Zhang LM&Ro 48 8 0 11 Mar 2024
A Logical Pattern Memory Pre-trained Model for Entailment Tree Generation Li Yuan Yi Cai Haopeng Ren Jiexin Wang LRM 30 5 0 11 Mar 2024
A Knowledge-Injected Curriculum Pretraining Framework for Question Answering Xin Lin Tianhuang Su Zhenya Huang Shangzi Xue Haifeng Liu Enhong Chen 33 1 0 11 Mar 2024
Amharic LLaMA and LLaVA: Multimodal LLMs for Low Resource Languages Michael Andersland 25 0 0 11 Mar 2024
From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification Fei Wang Chao Shang Sarthak Jain Shuai Wang Qiang Ning Bonan Min Vittorio Castelli Yassine Benajiba Dan Roth ALM 27 8 0 10 Mar 2024
FARPLS: A Feature-Augmented Robot Trajectory Preference Labeling System to Assist Human Labelers' Preference Elicitation Hanfang Lyu Yuanchen Bai Xin Liang Ujaan Das Chuhan Shi Leiliang Gong Yingchi Li Mingfei Sun Ming Ge Xiaojuan Ma 45 0 0 10 Mar 2024