Title
Let Storytelling Tell Vivid Stories: An Expressive and Fluent Multimodal Storyteller Chuanqi Zang Jiji Tang Rongsheng Zhang Zeng Zhao Tangjie Lv Mingtao Pei Wei Liang 35 3 0 12 Mar 2024
NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning Bingqian Lin Yunshuang Nie Ziming Wei Jiaqi Chen Shikui Ma Jianhua Han Hang Xu Xiaojun Chang Xiaodan Liang LM&Ro LRM 67 21 0 12 Mar 2024
SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression Xin Wang Yu Zheng Zhongwei Wan Mi Zhang MQ 57 44 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 111 0 0 11 Mar 2024
UPS: Efficiently Building Foundation Models for PDE Solving via Cross-Modal Adaptation Junhong Shen Tanya Marwah Ameet Talwalkar AI4CE 54 4 0 11 Mar 2024
MAP-Elites with Transverse Assessment for Multimodal Problems in Creative Domains Marvin Zammit Antonios Liapis Georgios N. Yannakakis 34 1 0 11 Mar 2024
ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis Yanming Liu Xinyue Peng Tianyu Du Jianwei Yin Weihao Liu Xuhong Zhang LRM 35 16 0 11 Mar 2024
Exploring Large Language Models and Hierarchical Frameworks for Classification of Large Unstructured Legal Documents Nishchal Prasad M. Boughanem T. Dkaki AILaw ELM 40 5 0 11 Mar 2024
Development of a Reliable and Accessible Caregiving Language Model (CaLM) B. Parmanto Bayu Aryoyudanta Wilbert Soekinto Agus Setiawan Yuhan Wang Haomin Hu Andi Saptono Yong K Choi 37 0 0 11 Mar 2024
ACT-MNMT Auto-Constriction Turning for Multilingual Neural Machine Translation Shaojie Dai Xin Liu Ping Luo Yue Yu LRM 42 1 0 11 Mar 2024
Stealing Part of a Production Language Model Nicholas Carlini Daniel Paleka Krishnamurthy Dvijotham Thomas Steinke Jonathan Hayase ... Arthur Conmy Itay Yona Eric Wallace David Rolnick Florian Tramèr MLAU AAML 32 74 0 11 Mar 2024
Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds Jiageng Wu Xian Wu Jie Yang LRM ELM 48 8 0 11 Mar 2024
Academically intelligent LLMs are not necessarily socially intelligent Ruoxi Xu Hongyu Lin Xianpei Han Le Sun Yingfei Sun ELM 37 6 0 11 Mar 2024
DNNShield: Embedding Identifiers for Deep Neural Network Ownership Verification Jasper Stang T. Krauß Alexandra Dmitrienko 30 0 0 11 Mar 2024
Unraveling the Mystery of Scaling Laws: Part I Hui Su Zhi Tian Xiaoyu Shen Xunliang Cai 36 19 0 11 Mar 2024
QuantTune: Optimizing Model Quantization with Adaptive Outlier-Driven Fine Tuning Jiun-Man Chen Yu-Hsuan Chao Yu-Jie Wang Ming-Der Shieh Chih-Chung Hsu Wei-Fen Lin MQ 45 1 0 11 Mar 2024
Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models Weihang Su Changyue Wang Qingyao Ai Hu Yiran Zhijing Wu Yujia Zhou Yiqun Liu HILM 52 28 0 11 Mar 2024
What Makes Quantization for Large Language Models Hard? An Empirical Study from the Lens of Perturbation Zhuocheng Gong Jiahao Liu Jingang Wang Xunliang Cai Dongyan Zhao Rui Yan MQ 35 8 0 11 Mar 2024
InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models Linyi Li Shijie Geng Zhenwen Li Yibo He Hao Yu Ziyue Hua Guanghan Ning Siwei Wang Tao Xie Hongxia Yang ELM 37 2 0 11 Mar 2024
LIEDER: Linguistically-Informed Evaluation for Discourse Entity Recognition Xiaomeng Zhu Robert Frank 41 0 0 10 Mar 2024
No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks Gang Hu Ke Qin Chenhan Yuan Min Peng Alejandro Lopez-Lira Benyou Wang Sophia Ananiadou Wanlong Yu Jimin Huang Qianqian Xie 32 4 0 10 Mar 2024
TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision Ruiwen Zhou Yingxuan Yang Kangrui Chen Ying Wen Wenhao Wang Chunling Xi Guoqiang Xu Jiliang Tang Lingjuan Lyu LLMAG 32 8 0 10 Mar 2024
Mipha: A Comprehensive Overhaul of Multimodal Assistant with Small Language Models Minjie Zhu Yichen Zhu Xin Liu Ning Liu Zhiyuan Xu Yaxin Peng Chaomin Shen Zhicai Ou Feifei Feng Jian Tang VLM 57 20 0 10 Mar 2024
In-context Prompt Learning for Test-time Vision Recognition with Frozen Vision-language Model Junhui Yin Xinyu Zhang Lin Wu Xianghua Xie Xiaojie Wang VPVLM VLM MLLM 44 2 0 10 Mar 2024
Large Language Models on Fine-grained Emotion Detection Dataset with Data Augmentation and Transfer Learning Kaipeng Wang Zhi Jing Yongye Su Yikun Han 42 3 0 10 Mar 2024
Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue Jian Wang Dongding Lin Wenjie Li 32 2 0 10 Mar 2024
HAM-TTS: Hierarchical Acoustic Modeling for Token-Based Zero-Shot Text-to-Speech with Model and Data Scaling Chunhui Wang Chang Zeng Bowen Zhang Ziyang Ma Yefan Zhu Zifeng Cai Jian Zhao Zhonglin Jiang Yong Chen SyDa 44 5 0 09 Mar 2024
$$\textbf{S}^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting$ $\textbf{S}^2$ IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting Zijie Pan Yushan Jiang Sahil Garg Anderson Schneider Yuriy Nevmyvaka Dongjin Song AI4TS 55 7 0 09 Mar 2024
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs Shamik Roy Sailik Sengupta Daniele Bonadiman Saab Mansour Arshit Gupta 29 5 0 09 Mar 2024
SPAFormer: Sequential 3D Part Assembly with Transformers Boshen Xu Sipeng Zheng Qin Jin 49 2 0 09 Mar 2024
OmniJet- $α$ : The first cross-task foundation model for particle physics Joschka Birk Anna Hallin Gregor Kasieczka AI4CE 48 22 0 08 Mar 2024
GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM Hao Kang Qingru Zhang Souvik Kundu Geonhwa Jeong Zaoxing Liu Tushar Krishna Tuo Zhao MQ 49 79 0 08 Mar 2024
DeepSeek-VL: Towards Real-World Vision-Language Understanding Haoyu Lu Wen Liu Bo Zhang Bing-Li Wang Kai Dong ... Yaofeng Sun Chengqi Deng Hanwei Xu Zhenda Xie Chong Ruan VLM 41 304 0 08 Mar 2024
Part-aware Personalized Segment Anything Model for Patient-Specific Segmentation Chenhui Zhao Liyue Shen VLM 47 3 0 08 Mar 2024
Explaining Pre-Trained Language Models with Attribution Scores: An Analysis in Low-Resource Settings Wei Zhou Heike Adel Hendrik Schuff Ngoc Thang Vu LRM 38 2 0 08 Mar 2024
Debiasing Multimodal Large Language Models Yi-Fan Zhang Weichen Yu Qingsong Wen Xue Wang Zhang Zhang Liang Wang Rong Jin Tien-Ping Tan 55 4 0 08 Mar 2024
Overcoming Reward Overoptimization via Adversarial Policy Optimization with Lightweight Uncertainty Estimation Xiaoying Zhang Jean-François Ton Wei Shen Hongning Wang Yang Liu 39 14 0 08 Mar 2024
Synthetic data generation for system identification: leveraging knowledge transfer from similar systems Dario Piga Matteo Rufolo Gabriele Maroni Manas Mejari Marco Forgione 33 1 0 08 Mar 2024
Rule-driven News Captioning Ning Xu Tingting Zhang Hongshuo Tian An-An Liu 68 0 0 08 Mar 2024
Multimodal Infusion Tuning for Large Models Hao Sun Yu Song Xinyao Yu Jiaqing Liu Yen-Wei Chen Lanfen Lin VLM 40 0 0 08 Mar 2024
XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution Yunpeng Qu Kun Yuan Kai Zhao Qizhi Xie Jinhua Hao Ming Sun Chao Zhou 27 17 0 08 Mar 2024
Defending Against Unforeseen Failure Modes with Latent Adversarial Training Stephen Casper Lennart Schulze Oam Patel Dylan Hadfield-Menell AAML 62 30 0 08 Mar 2024
MEIT: Multi-Modal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation Zhongwei Wan Che Liu Xin Wang Chaofan Tao Hui Shen Zhenwu Peng Jie Fu Rossella Arcucci Huaxiu Yao Mi Zhang 57 7 0 07 Mar 2024
A Survey on Human-AI Teaming with Large Pre-Trained Models Vanshika Vats Marzia Binta Nizam Minghao Liu Ziyuan Wang Richard Ho ... Celeste Shen Rachel Shen Nafisa Hussain Kesav Ravichandran James Davis LM&MA 50 8 0 07 Mar 2024
A Safe Harbor for AI Evaluation and Red Teaming Shayne Longpre Sayash Kapoor Kevin Klyman Ashwin Ramaswami Rishi Bommasani ... Daniel Kang Sandy Pentland Arvind Narayanan Percy Liang Peter Henderson 57 38 0 07 Mar 2024
iScore: Visual Analytics for Interpreting How Language Models Automatically Score Summaries Adam Joseph Coscia Langdon Holmes Wesley Morris Joon Suh Choi Scott Crossley Alex Endert 33 6 0 07 Mar 2024
Common 7B Language Models Already Possess Strong Math Capabilities Chen Li Weiqi Wang Jingcheng Hu Yixuan Wei Nanning Zheng Han Hu Zheng-Wei Zhang Houwen Peng ALM LRM 45 78 0 07 Mar 2024
Yi: Open Foundation Models by 01.AI 01. AI Alex Young 01.AI Alex Young Bei Chen Chao Li ... Yue Wang Yuxuan Cai Zhenyu Gu Zhiyuan Liu Zonghong Dai OSLM LRM 150 512 0 07 Mar 2024
QAQ: Quality Adaptive Quantization for LLM KV Cache Shichen Dong Wenfang Cheng Jiayu Qin Wei Wang MQ 51 34 0 07 Mar 2024
Where does In-context Translation Happen in Large Language Models Suzanna Sia David Mueller Kevin Duh LRM 43 0 0 07 Mar 2024