Title
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models Huiqiang Jiang Qianhui Wu Chin-Yew Lin Yuqing Yang Lili Qiu 50 103 0 09 Oct 2023
Improving Discriminative Multi-Modal Learning with Large-Scale Pre-Trained Models Chenzhuang Du Yue Zhao Chonghua Liao Jiacheng You Jie Fu Hang Zhao 52 2 0 08 Oct 2023
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity Lu Yin You Wu Zhenyu Zhang Cheng-Yu Hsieh Yaqing Wang ... Mykola Pechenizkiy Yi Liang Michael Bendersky Zhangyang Wang Shiwei Liu 39 79 0 08 Oct 2023
Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model Cheng Qian Chenyan Xiong Zhenghao Liu Zhiyuan Liu LRM 37 12 0 08 Oct 2023
TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting Defu Cao Furong Jia Sercan Ö. Arik Tomas Pfister Yixiang Zheng Wen Ye Yan Liu AI4TS 35 123 0 08 Oct 2023
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets Neng Wang Hongyang Yang Chris Wang 32 44 0 07 Oct 2023
Amortizing intractable inference in large language models Marvin Schmitt Moksh Jain Daniel Habermann Younesse Kaddar Ullrich Kothe Stefan T. Radev Nikolay Malkin AIFin BDL 32 49 0 06 Oct 2023
The Role of Federated Learning in a Wireless World with Foundation Models Zihan Chen Howard H. Yang Y. C. Tay Kai Fong Ernest Chong Tony Q.S. Quek AI4CE 35 6 0 06 Oct 2023
Fine-tune Language Models to Approximate Unbiased In-context Learning Timothy Chu Zhao Song Chiwun Yang 31 15 0 05 Oct 2023
Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise Zhen Wan Yating Zhang Yexiang Wang Fei Cheng Sadao Kurohashi CLL AILaw 34 10 0 05 Oct 2023
SoK: Access Control Policy Generation from High-level Natural Language Requirements Sakuna Jayasundara N. Arachchilage Giovanni Russello 16 2 0 05 Oct 2023
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning Chang Gao Wenxuan Zhang Guizhen Chen Wai Lam 58 5 0 04 Oct 2023
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation Chen Dun Mirian Hipolito Garcia Guoqing Zheng Ahmed Hassan Awadallah Anastasios Kyrillidis Robert Sim 96 6 0 04 Oct 2023
Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation Benjamin Steenhoek Michele Tufano Neel Sundaresan Alexey Svyatkovskiy OffRL ALM 55 18 0 03 Oct 2023
Driving with LLMs: Fusing Object-Level Vector Modality for Explainable Autonomous Driving Long Chen Oleg Sinavski Jan Hünermann Alice Karnsund Andrew James Willmott Danny Birch Daniel Maund Jamie Shotton MLLM 20 186 0 03 Oct 2023
Benchmarking and Improving Generator-Validator Consistency of Language Models Xiang Lisa Li Vaishnavi Shrivastava Siyan Li Tatsunori Hashimoto Percy Liang 24 27 0 03 Oct 2023
GenSim: Generating Robotic Simulation Tasks via Large Language Models Lirui Wang Yiyang Ling Zhecheng Yuan Mohit Shridhar Chen Bao Yuzhe Qin Bailin Wang Huazhe Xu Xiaolong Wang LM&Ro 29 76 0 02 Oct 2023
Improving Emotional Expression and Cohesion in Image-Based Playlist Description and Music Topics: A Continuous Parameterization Approach Yuelyu Ji Yuheng Song Wei Wang Ruoyi Xu Zhongqian Xie Huiyun Liu DiffM 43 1 0 02 Oct 2023
RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models Zekun Wang Zhongyuan Peng Haoran Que Jiaheng Liu Wangchunshu Zhou ... Wanli Ouyang Ke Xu Wenhu Chen Jie Fu Junran Peng LLMAG 47 86 0 01 Oct 2023
AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ Jonas Belouadi Anne Lauscher Steffen Eger 25 28 0 30 Sep 2023
AdaptNet: Policy Adaptation for Physics-Based Character Control Pei Xu Kaixiang Xie Sheldon Andrews P. Kry Michael Neff Morgan McGuire Ioannis Karamouzas Victor Zordan TTA 50 17 0 30 Sep 2023
RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural Representations Carlos Rombaldo Junior Ingolf Becker Zongyu Guo Shane Johnson 13 12 0 29 Sep 2023
Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models Antoine Louis Gijs van Dijck Gerasimos Spanakis ELM AILaw 30 35 0 29 Sep 2023
Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks Hao Chen Jindong Wang Ankit Shah Ran Tao Hongxin Wei Berfin cSimcsek Masashi Sugiyama Bhiksha Raj 44 26 0 29 Sep 2023
RealFill: Reference-Driven Generation for Authentic Image Completion Luming Tang Nataniel Ruiz Qinghao Chu Yuanzhen Li Aleksander Holynski ... Bharath Hariharan Yael Pritch Neal Wadhwa Kfir Aberman Michael Rubinstein DiffM 21 43 0 28 Sep 2023
A Benchmark for Learning to Translate a New Language from One Grammar Book Garrett Tanzer Mirac Suzgun Chenguang Xi Dan Jurafsky Luke Melas-Kyriazi 24 51 0 28 Sep 2023
The Trickle-down Impact of Reward (In-)consistency on RLHF Lingfeng Shen Sihao Chen Linfeng Song Lifeng Jin Baolin Peng Haitao Mi Daniel Khashabi Dong Yu 42 21 0 28 Sep 2023
Forgetting Private Textual Sequences in Language Models via Leave-One-Out Ensemble Zhe Liu Ozlem Kalinli MU KELM 28 2 0 28 Sep 2023
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model Avamarie Brueggeman Andrea Madotto Zhaojiang Lin Tushar Nagarajan Matt Smith ... Peyman Heidari Yue Liu Kavya Srinet Babak Damavandi Anuj Kumar MLLM 39 93 0 27 Sep 2023
Exploiting the Signal-Leak Bias in Diffusion Models Martin Nicolas Everaert Athanasios Fitsios Marco Bocchio Sami Arpa Sabine Süsstrunk R. Achanta DiffM 35 25 0 27 Sep 2023
Graph Neural Prompting with Large Language Models Yijun Tian Huan Song Zichen Wang Haozhu Wang Ziqing Hu Fang Wang Nitesh Chawla Panpan Xu AI4CE 42 44 0 27 Sep 2023
InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition Pan Zhang Xiaoyi Wang Bin Wang Yuhang Cao Chao Xu ... Conghui He Xingcheng Zhang Yu Qiao Da Lin Jiaqi Wang MLLM 80 226 0 26 Sep 2023
BLIP-Adapter: Parameter-Efficient Transfer Learning for Mobile Screenshot Captioning Ching-Yu Chiang I-Hua Chang Shih-Wei Liao 55 1 0 26 Sep 2023
Joint Audio and Speech Understanding Yuan Gong Alexander H. Liu Hongyin Luo Leonid Karlinsky James R. Glass AuLLM 28 69 0 25 Sep 2023
EvalLM: Interactive Evaluation of Large Language Model Prompts on User-Defined Criteria Tae Soo Kim Yoonjoo Lee Jamin Shin Young-Ho Kim Juho Kim 34 69 0 24 Sep 2023
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models Yukang Chen Shengju Qian Haotian Tang Xin Lai Zhijian Liu Song Han Jiaya Jia 61 153 0 21 Sep 2023
Knowledge Sanitization of Large Language Models Yoichi Ishibashi Hidetoshi Shimodaira KELM 39 19 0 21 Sep 2023
Towards Effective Disambiguation for Machine Translation with Large Language Models Vivek Iyer Pinzhen Chen Alexandra Birch 24 11 0 20 Sep 2023
Forgedit: Text Guided Image Editing via Learning and Forgetting Shiwen Zhang Shuai Xiao Weilin Huang DiffM 31 18 0 19 Sep 2023
Using fine-tuning and min lookahead beam search to improve Whisper Andrea Do Oscar Brown Zhengjie Wang Nikhil Mathew Zixin Liu Jawwad Ahmed Cheng Yu 40 1 0 19 Sep 2023
MVP: Meta Visual Prompt Tuning for Few-Shot Remote Sensing Image Scene Classification Junjie Zhu Yiying Li Chunping Qiu Ke Yang Naiyang Guan Xiaodong Yi 32 6 0 17 Sep 2023
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels Henry Hengyuan Zhao Pichao Wang Yuyang Zhao Hao Luo F. Wang Mike Zheng Shou ViT 37 14 0 15 Sep 2023
Sight Beyond Text: Multi-Modal Training Enhances LLMs in Truthfulness and Ethics Haoqin Tu Bingchen Zhao Chen Wei Cihang Xie MLLM 41 14 0 13 Sep 2023
Can Whisper perform speech-based in-context learning? Siyin Wang Chao-Han Huck Yang Ji Wu Chao Zhang 32 26 0 13 Sep 2023
STUPD: A Synthetic Dataset for Spatial and Temporal Relation Reasoning Palaash Agrawal Haidi Azaman Cheston Tan 56 3 0 13 Sep 2023
Recovering from Privacy-Preserving Masking with Large Language Models A. Vats Zhe Liu Peng Su Debjyoti Paul Yingyi Ma Yutong Pang Zeeshan Ahmed Ozlem Kalinli 31 9 0 12 Sep 2023
Dynamic Visual Prompt Tuning for Parameter Efficient Transfer Learning Chunqing Ruan Hongjian Wang VLM VPVLM 32 1 0 12 Sep 2023
PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud Chengyu Wang Zhongjie Duan Bingyan Liu Xinyi Zou Cen Chen Kui Jia Jun Huang DiffM 29 3 0 11 Sep 2023
Can you text what is happening? Integrating pre-trained language encoders into trajectory prediction models for autonomous driving Ali Keysan Andreas Look Eitan Kosman Gonca Gürsun Jörg Wagner Yu Yao Barbara Rakitsch 30 29 0 11 Sep 2023
Analysis of Disinformation and Fake News Detection Using Fine-Tuned Large Language Model B. Pavlyshenko 29 13 0 09 Sep 2023