Title
Selective Demonstrations for Cross-domain Text-to-SQL Shuaichen Chang Eric Fosler-Lussier 65 22 0 10 Oct 2023
MuseChat: A Conversational Music Recommendation System for Videos Zhikang Dong Bin Chen Xiulong Liu Paweł Polak Peng Zhang LRM 121 27 0 10 Oct 2023
Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing Wei Dong Dawei Yan Zhijun Lin Peng Wang 80 24 0 10 Oct 2023
GeoLLM: Extracting Geospatial Knowledge from Large Language Models Rohin Manvi Samar Khanna Gengchen Mai Marshall Burke David B. Lobell Stefano Ermon 70 55 0 10 Oct 2023
Factual and Personalized Recommendations using Language Models and Reinforcement Learning Jihwan Jeong Yinlam Chow Guy Tennenholtz Chih-Wei Hsu Azamat Tulepbergenov Mohammad Ghavamzadeh Craig Boutilier 88 4 0 09 Oct 2023
Factorized Tensor Networks for Multi-Task and Multi-Domain Learning Yash Garg Nebiyou Yismaw Rakib Hyder Ashley Prater-Bennette M. Salman Asif 58 2 0 09 Oct 2023
FireAct: Toward Language Agent Fine-tuning Baian Chen Chang Shu Ehsan Shareghi Nigel Collier Karthik Narasimhan Shunyu Yao ALM LLMAG 177 112 0 09 Oct 2023
TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models Zuxin Liu Jesse Zhang Kavosh Asadi Yao Liu Ding Zhao Shoham Sabach Rasool Fakoor ALM AI4CE 111 30 0 09 Oct 2023
Fine-grained Audio-Visual Joint Representations for Multimodal Large Language Models Guangzhi Sun Wenyi Yu Changli Tang Xianzhao Chen Tian Tan Wei Li Lu Lu Zejun Ma Chao Zhang 101 13 0 09 Oct 2023
GraphLLM: Boosting Graph Reasoning Ability of Large Language Model Ziwei Chai Tianjie Zhang Liang Wu Kaiqiao Han Xiaohai Hu Xuanwen Huang Yang Yang AI4MH LRM 67 68 0 09 Oct 2023
Foundation Models Meet Visualizations: Challenges and Opportunities Weikai Yang Mengchen Liu Zheng Wang Shixia Liu 87 40 0 09 Oct 2023
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models Huiqiang Jiang Qianhui Wu Chin-Yew Lin Yuqing Yang Lili Qiu 109 118 0 09 Oct 2023
Empower Nested Boolean Logic via Self-Supervised Curriculum Learning Hongqiu Wu Linfeng Liu Haizhen Zhao Min Zhang LRM AI4CE NAI ELM 84 7 0 09 Oct 2023
Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding Sangmin Bae Jongwoo Ko Hwanjun Song SeYoung Yun 88 61 0 09 Oct 2023
Hierarchical Side-Tuning for Vision Transformers Weifeng Lin Ziheng Wu Wentao Yang Mingxin Huang Jun Huang Lianwen Jin 109 8 0 09 Oct 2023
Augmented Embeddings for Custom Retrievals Anirudh Khatry Yasharth Bajpai Priyanshu Gupta Sumit Gulwani Ashish Tiwari RALM 53 1 0 09 Oct 2023
IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts Bo-Wen Zeng Shanglin Li Yutang Feng Ling Yang Hong Li ... Conghui He Wentao Zhang Jianzhuang Liu Baochang Zhang Shuicheng Yan DiffM 97 2 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 86 2 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 92 18 0 08 Oct 2023
UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model Jiabo Ye Anwen Hu Haiyang Xu Qinghao Ye Mingshi Yan ... Ji Zhang Qin Jin Liang He Xin Lin Feiyan Huang VLM MLLM 212 98 0 08 Oct 2023
How Reliable Are AI-Generated-Text Detectors? An Assessment Framework Using Evasive Soft Prompts Tharindu Kumarage Paras Sheth Raha Moraffah Joshua Garland Huan Liu DeLMO 63 26 0 08 Oct 2023
FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis Raman Dutt Ondrej Bohdal Sotirios A. Tsaftaris Timothy M. Hospedales 127 14 0 08 Oct 2023
Compresso: Structured Pruning with Collaborative Prompting Learns Compact Large Language Models Song Guo Jiahang Xu Li Zhang Mao Yang 87 15 0 08 Oct 2023
TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting Defu Cao Furong Jia Sercan O. Arik Tomas Pfister Yixiang Zheng Wen Ye Yan Liu AI4TS 111 138 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 137 103 0 08 Oct 2023
Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages Shih-Cheng Huang Pin-Zu Li Yu-Chi Hsu Kuang-Ming Chen Yu Tung Lin Shih-Kai Hsiao Richard Tzong-Han Tsai Hung-yi Lee MoMe 83 17 0 07 Oct 2023
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets Neng Wang Hongyang Yang Chris Wang 81 51 0 07 Oct 2023
Parameter Efficient Multi-task Model Fusion with Partial Linearization Anke Tang Li Shen Yong Luo Yibing Zhan Han Hu Bo Du Yixin Chen Dacheng Tao MoMe 124 36 0 07 Oct 2023
EasyPhoto: Your Smart AI Photo Generator Ziheng Wu Jiaqi Xu Xinyi Zou Kunzhe Huang Xing Shi Jun Huang 34 4 0 07 Oct 2023
Profit: Benchmarking Personalization and Robustness Trade-off in Federated Prompt Tuning Liam Collins Shanshan Wu Sewoong Oh K. Sim FedML 94 10 0 06 Oct 2023
Segmented Harmonic Loss: Handling Class-Imbalanced Multi-Label Clinical Data for Medical Coding with Large Language Models Surjya Ray Pratik Mehta Hongen Zhang Ada Chaman Jian Wang Chung-Jen Ho Michael Chiou T. Suleman 31 1 0 06 Oct 2023
Talk like a Graph: Encoding Graphs for Large Language Models Bahare Fatemi Jonathan J. Halcrow Bryan Perozzi AI4CE 96 113 0 06 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 130 57 0 06 Oct 2023
From task structures to world models: What do LLMs know? ilker. yildirim L. A. Paul 85 54 0 06 Oct 2023
Demystifying Embedding Spaces using Large Language Models Guy Tennenholtz Yinlam Chow Chih-Wei Hsu Jihwan Jeong Lior Shani Azamat Tulepbergenov Deepak Ramachandran Martin Mladenov Craig Boutilier 57 15 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 62 8 0 06 Oct 2023
Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation Md Kaykobad Reza Ashley Prater-Bennette M. Salman Asif 72 8 0 06 Oct 2023
Aligning Text-to-Image Diffusion Models with Reward Backpropagation Mihir Prabhudesai Anirudh Goyal Deepak Pathak Katerina Fragkiadaki 141 133 0 05 Oct 2023
A Long Way to Go: Investigating Length Correlations in RLHF Prasann Singhal Tanya Goyal Jiacheng Xu Greg Durrett 160 161 0 05 Oct 2023
Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization Zhanhui Zhou Jie Liu Chao Yang Jing Shao Yu Liu Xiangyu Yue Wanli Ouyang Yu Qiao 73 61 0 05 Oct 2023
Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To! Xiangyu Qi Yi Zeng Tinghao Xie Pin-Yu Chen Ruoxi Jia Prateek Mittal Peter Henderson SILM 181 635 0 05 Oct 2023
GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction Oscar Sainz Iker García-Ferrero Rodrigo Agerri Oier López de Lacalle German Rigau Eneko Agirre 169 92 0 05 Oct 2023
Adapting Large Language Models for Content Moderation: Pitfalls in Data Engineering and Supervised Fine-tuning Huan Ma Changqing Zhang Huazhu Fu Peilin Zhao Bing Wu OffRL AI4MH 113 21 0 05 Oct 2023
Fine-tune Language Models to Approximate Unbiased In-context Learning Timothy Chu Zhao Song Chiwun Yang 110 16 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 108 10 0 05 Oct 2023
SoK: Access Control Policy Generation from High-level Natural Language Requirements Sakuna Jayasundara N. Arachchilage Giovanni Russello 40 2 0 05 Oct 2023
EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models Yefei He Jing Liu Weijia Wu Hong Zhou Bohan Zhuang DiffM MQ 143 51 0 05 Oct 2023
On the Performance of Multimodal Language Models Utsav Garg Erhan Bas MLLM 29 0 0 04 Oct 2023
Talking Models: Distill Pre-trained Knowledge to Downstream Models via Interactive Communication Zhe Zhao Qingyun Liu Huan Gui Bang An Lichan Hong Ed H. Chi 72 1 0 04 Oct 2023
Discovering Knowledge-Critical Subnetworks in Pretrained Language Models Deniz Bayazit Negar Foroutan Zeming Chen Gail Weiss Antoine Bosselut KELM 105 16 0 04 Oct 2023