Title
Learning to Learn Faster from Human Feedback with Language Model Predictive Control Jacky Liang Fei Xia Wenhao Yu Andy Zeng Montse Gonzalez Arenas ... N. Heess Kanishka Rao Nik Stewart Jie Tan Carolina Parada LM&Ro 127 35 0 18 Feb 2024
Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs Siyuan Wang Zhongyu Wei Yejin Choi Xiang Ren ReLM ELM LRM 45 24 0 18 Feb 2024
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration Fali Wang Runxue Bao Suhang Wang Wenchao Yu Yanchi Liu Wei Cheng Haifeng Chen KELM 75 13 0 18 Feb 2024
LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models Yifan Yang Jiajun Zhou Ngai Wong Zheng Zhang 75 8 0 18 Feb 2024
Visual Concept-driven Image Generation with Text-to-Image Diffusion Model Tanzila Rahman Shweta Mahajan Hsin-Ying Lee Jian Ren Sergey Tulyakov Leonid Sigal 167 4 0 18 Feb 2024
EVEDIT: Event-based Knowledge Editing with Deductive Editing Boundaries Jiateng Liu Pengfei Yu Yuji Zhang Sha Li Zixuan Zhang Heng Ji KELM 84 17 0 17 Feb 2024
MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning Shu Yang Muhammad Asif Ali Cheng-Long Wang Lijie Hu Di Wang CLL MoE 114 46 0 17 Feb 2024
Aligning Large Language Models by On-Policy Self-Judgment Sangkyu Lee Sungdong Kim Ashkan Yousefpour Minjoon Seo Kang Min Yoo Youngjae Yu OSLM 75 12 0 17 Feb 2024
LLM can Achieve Self-Regulation via Hyperparameter Aware Generation Siyin Wang Shimin Li Tianxiang Sun Jinlan Fu Qinyuan Cheng Jiasheng Ye Junjie Ye Xipeng Qiu Xuanjing Huang 71 6 0 17 Feb 2024
CoLLaVO: Crayon Large Language and Vision mOdel Byung-Kwan Lee Beomchan Park Chae Won Kim Yonghyun Ro VLM MLLM 117 18 0 17 Feb 2024
ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs Yuhan Li Peisong Wang Zhixun Li Jeffrey Xu Yu Jia Li 99 47 0 17 Feb 2024
I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses Xuan Ren Biao Wu Lingqiao Liu 73 6 0 17 Feb 2024
Instruction Diversity Drives Generalization To Unseen Tasks Dylan Zhang Justin Wang Francois Charton ALM 63 6 0 16 Feb 2024
An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference Atsuki Yamaguchi Aline Villavicencio Nikolaos Aletras 77 11 0 16 Feb 2024
Towards Uncovering How Large Language Model Works: An Explainability Perspective Haiyan Zhao Fan Yang Bo Shen Himabindu Lakkaraju Jundong Li 91 13 0 16 Feb 2024
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation Zhaowei Wang Wei Fan Qing Zong Hongming Zhang Sehyun Choi Tianqing Fang Xin Liu Yangqiu Song Ginny Wong Simon See 96 14 0 16 Feb 2024
Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model Xiangyu Zhang Daijiao Liu Hexin Liu Qiquan Zhang Hanyu Meng Leibny Paola García Chng Eng Siong Lina Yao DiffM 78 4 0 16 Feb 2024
Efficiency at Scale: Investigating the Performance of Diminutive Language Models in Clinical Tasks Niall Taylor U. Ghose Omid Rohanian Mohammadmahdi Nouriborji Andrey Kormilitzin David Clifton A. Nevado-Holgado LM&MA ALM 74 6 0 16 Feb 2024
InSaAF: Incorporating Safety through Accuracy and Fairness \| Are LLMs ready for the Indian Legal Domain? Yogesh Tripathi Raghav Donakanti Sahil Girhepuje Ishan Kavathekar Bhaskara Hanuma Vedula Gokul S Krishnan Shreya Goyal Anmol Goel Balaraman Ravindran Ponnurangam Kumaraguru ALM AILaw ELM 72 2 0 16 Feb 2024
Make a Cheap Scaling: A Self-Cascade Diffusion Model for Higher-Resolution Adaptation Lanqing Guo Yin-Yin He Haoxin Chen Menghan Xia Xiaodong Cun ... Yong Zhang Xintao Wang Qifeng Chen Ying Shan Bihan Wen 81 30 0 16 Feb 2024
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling Zekun Li Zhiyu Zoey Chen Mike Ross Patrick Huber Seungwhan Moon Zhaojiang Lin Xin Luna Dong Adithya Sagar Xifeng Yan Paul A. Crook 120 25 0 16 Feb 2024
QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning Hossein Rajabzadeh Mojtaba Valipour Tianshu Zhu Marzieh S. Tahaei Hyock Ju Kwon Ali Ghodsi Boxing Chen Mehdi Rezagholizadeh 67 10 0 16 Feb 2024
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models Gagan Bhatia El Moatez Billah Nagoudi Hasan Cavusoglu Muhammad Abdul-Mageed AIFin 102 26 0 16 Feb 2024
Steering Conversational Large Language Models for Long Emotional Support Conversations Navid Madani Sougata Saha Rohini Srihari 83 5 0 16 Feb 2024
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows Ajay Patel Colin Raffel Chris Callison-Burch SyDa AI4CE 77 27 0 16 Feb 2024
Squat: Quant Small Language Models on the Edge Xuan Shen Zhenglun Kong Zhenglun Kong Zhaoyang Han Changdi Yang ... Lei Lu Cheng Lyu Zhihao Shu Wei Niu Miriam Leeser MQ 131 22 0 16 Feb 2024
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models Kang He Yinghan Long Kaushik Roy 121 2 0 15 Feb 2024
Recovering the Pre-Fine-Tuning Weights of Generative Models Eliahu Horwitz Jonathan Kahana Yedid Hoshen 81 12 0 15 Feb 2024
BitDelta: Your Fine-Tune May Only Be Worth One Bit James Liu Guangxuan Xiao Kai Li Jason D. Lee Song Han Tri Dao Tianle Cai 75 26 0 15 Feb 2024
GaussianObject: Just Taking Four Images to Get A High-Quality 3D Object with Gaussian Splatting Chen Yang Sikuang Li Jiemin Fang Ruofan Liang Lingxi Xie Xiaopeng Zhang Wei Shen Qi Tian 3DGS 72 23 0 15 Feb 2024
Knowledge-Infused LLM-Powered Conversational Health Agent: A Case Study for Diabetes Patients Mahyar Abbasian Zhongqi Yang Elahe Khatibi Pengfei Zhang N. Nagesh Iman Azimi Ramesh C. Jain Amir M. Rahmani LM&MA 83 17 0 15 Feb 2024
Quantized Embedding Vectors for Controllable Diffusion Language Models Cheng Kang Xinye Chen Yong Hu Daniel Novak 74 0 0 15 Feb 2024
Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence Weixiang Zhao Zhuojun Li Shilong Wang Yang Wang Yulin Hu Yanyan Zhao Chen Wei Bing Qin 116 5 0 15 Feb 2024
RS-DPO: A Hybrid Rejection Sampling and Direct Preference Optimization Method for Alignment of Large Language Models Saeed Khaki JinJin Li Lan Ma Liu Yang Prathap Ramachandra 81 24 0 15 Feb 2024
LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild Ziyu Zhao Leilei Gan Guoyin Wang Wangchunshu Zhou Hongxia Yang Kun Kuang Leilei Gan MoMe 105 40 0 15 Feb 2024
NutePrune: Efficient Progressive Pruning with Numerous Teachers for Large Language Models Shengrui Li Junzhe Chen Xueting Han Jing Bai 86 6 0 15 Feb 2024
Efficient Language Adaptive Pre-training: Extending State-of-the-Art Large Language Models for Polish Szymon Ruciñski 85 5 0 15 Feb 2024
Model Compression and Efficient Inference for Large Language Models: A Survey Wenxiao Wang Wei Chen Yicong Luo Yongliu Long Zhengkai Lin Liye Zhang Binbin Lin Deng Cai Xiaofei He MQ 116 58 0 15 Feb 2024
Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based Controls Liwei Lin Gus Xia Yixiao Zhang Junyan Jiang 72 13 0 14 Feb 2024
Magic-Me: Identity-Specific Video Customized Diffusion Ze Ma Daquan Zhou Chun-Hsiao Yeh Xue-She Wang Xiuyu Li Huanrui Yang Zhen Dong Kurt Keutzer Jiashi Feng VGen DiffM 86 32 0 14 Feb 2024
Instruction Backdoor Attacks Against Customized LLMs Rui Zhang Hongwei Li Rui Wen Wenbo Jiang Yuan Zhang Michael Backes Yun Shen Yang Zhang AAML SILM 106 32 0 14 Feb 2024
Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis Wei-dong Zhai Hongzhi Qi Qing Zhao Jianqiang Li Ziqi Wang Han Wang Bing Xiang Yang Guanghui Fu AI4MH 51 10 0 14 Feb 2024
Into the Unknown: Self-Learning Large Language Models Teddy Ferdinan Jan Kocoñ P. Kazienko 81 3 0 14 Feb 2024
SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding Zhangchen Xu Fengqing Jiang Luyao Niu Jinyuan Jia Bill Yuchen Lin Radha Poovendran AAML 192 111 0 14 Feb 2024
Open-Vocabulary Segmentation with Unpaired Mask-Text Supervision Zhaoqing Wang Xiaobo Xia Ziye Chen Xiao He Yandong Guo Biwei Huang Tongliang Liu VLM 98 13 0 14 Feb 2024
MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data Yinya Huang Xiaohan Lin Zhengying Liu Qingxing Cao Huajian Xin Haiming Wang Zhenguo Li Linqi Song Xiaodan Liang ALM 125 38 0 14 Feb 2024
Reinforcement Learning from Human Feedback with Active Queries Kaixuan Ji Jiafan He Quanquan Gu 105 19 0 14 Feb 2024
PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs Michael Dorkenwald Nimrod Barazani Cees G. M. Snoek Yuki M. Asano VLM MLLM 61 12 0 13 Feb 2024
Knowledge Editing on Black-box Large Language Models Xiaoshuai Song Zhengyang Wang Keqing He Guanting Dong Yutao Mou Jinxu Zhao Weiran Xu KELM 74 4 0 13 Feb 2024
A Survey of Generative AI for de novo Drug Design: New Frontiers in Molecule and Protein Generation Xiangru Tang Howard Dai Elizabeth Knight Fang Wu Yunyang Li Tianxiao Li Mark B. Gerstein 99 31 0 13 Feb 2024