Title
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models Haoran Luo E. Haihong Zichen Tang Shiyao Peng Yikai Guo ... Guanting Dong Meina Song Wei Lin Zhonghong Ou Luu Anh Tuan RALM 107 47 0 13 Oct 2023
xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark Chen Zhang L. F. D’Haro Chengguang Tang Ke Shi Guohua Tang Haizhou Li ELM 72 11 0 13 Oct 2023
EasyGen: Easing Multimodal Generation with BiDiffuser and LLMs Xiangyu Zhao Bo Liu Qijiong Liu Guangyuan Shi Xiao-Ming Wu VLM DiffM 82 7 0 13 Oct 2023
LLaMA Rider: Spurring Large Language Models to Explore the Open World Yicheng Feng Yuxuan Wang Jiazheng Liu Sipeng Zheng Zongqing Lu LLMAG LRM 80 18 0 13 Oct 2023
Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs Yuxin Zhang Lirui Zhao Mingbao Lin Yunyun Sun Yiwu Yao Xingjia Han Jared Tanner Shiwei Liu Rongrong Ji SyDa 103 43 0 13 Oct 2023
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogue Hongru Wang Minda Hu Yang Deng Rui Wang Fei Mi Weichao Wang Yasheng Wang Wai-Chung Kwan Irwin King Kam-Fai Wong RALM 109 8 0 13 Oct 2023
Federated Class-Incremental Learning with Prompting Jiale Liu Yu-Wei Zhan Chong-Yu Zhang Xin Luo Zhen-Duo Chen Yinwei Wei CLL FedML 84 3 0 13 Oct 2023
Search-Adaptor: Embedding Customization for Information Retrieval Jinsung Yoon Sercan O. Arik Yanfei Chen Tomas Pfister 76 2 0 12 Oct 2023
LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models Yixiao Li Yifan Yu Chen Liang Pengcheng He Nikos Karampatziakis Weizhu Chen Tuo Zhao MQ 136 149 0 12 Oct 2023
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion Xian Liu Jian Ren Aliaksandr Siarohin Ivan Skorokhodov Yanyu Li Dahua Lin Xihui Liu Ziwei Liu Sergey Tulyakov 93 61 0 12 Oct 2023
How connectivity structure shapes rich and lazy learning in neural circuits Yuhan Helena Liu A. Baratin Jonathan H. Cornford Stefan Mihalas E. Shea-Brown Guillaume Lajoie 95 17 0 12 Oct 2023
HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science Yu Song Santiago Miret Huan Zhang Bang Liu ALM 57 24 0 12 Oct 2023
MotionDirector: Motion Customization of Text-to-Video Diffusion Models Rui Zhao Yuchao Gu Jay Zhangjie Wu David Junhao Zhang Jia-Wei Liu Weijia Wu Jussi Keppo Mike Zheng Shou DiffM VGen 113 118 0 12 Oct 2023
Defending Our Privacy With Backdoors Dominik Hintersdorf Lukas Struppek Daniel Neider Kristian Kersting SILM AAML 118 2 0 12 Oct 2023
Impact of Co-occurrence on Factual Knowledge of Large Language Models Cheongwoong Kang Jaesik Choi KELM 91 18 0 12 Oct 2023
EIPE-text: Evaluation-Guided Iterative Plan Extraction for Long-Form Narrative Text Generation Wang You Wenshan Wu Yaobo Liang Shaoguang Mao Chenfei Wu ... Yuzhe Cai Yiduo Guo Yan Xia Furu Wei Nan Duan 52 9 0 12 Oct 2023
Context Compression for Auto-regressive Transformers with Sentinel Tokens Siyu Ren Qi Jia Kenny Q. Zhu 51 11 0 12 Oct 2023
SingleInsert: Inserting New Concepts from a Single Image into Text-to-Image Models for Flexible Editing Zijie Wu Chaohui Yu Zhen Zhu Fan Wang Xiang Bai 82 12 0 12 Oct 2023
Training Generative Question-Answering on Synthetic Data Obtained from an Instruct-tuned Model Kosuke Takahashi Takahiro Omi Kosuke Arima Tatsuya Ishigaki 47 1 0 12 Oct 2023
QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models Jing Liu Ruihao Gong Xiuying Wei Zhiwei Dong Jianfei Cai Bohan Zhuang MQ 92 53 0 12 Oct 2023
Receive, Reason, and React: Drive as You Say with Large Language Models in Autonomous Vehicles Can Cui Yunsheng Ma Xu Cao Wenqian Ye Ziran Wang 94 91 0 12 Oct 2023
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 288 9 0 12 Oct 2023
AutoRepo: A general framework for multi-modal LLM-based automated construction reporting Hongxu Pu Xincong Yang Jing Li Runhao Guo Heng Li 44 7 0 11 Oct 2023
What Matters to You? Towards Visual Representation Alignment for Robot Learning Ran Tian Chenfeng Xu Masayoshi Tomizuka Jitendra Malik Andrea V. Bajcsy 74 10 0 11 Oct 2023
Pit One Against Many: Leveraging Attention-head Embeddings for Parameter-efficient Multi-head Attention Huiyin Xue Nikolaos Aletras 102 0 0 11 Oct 2023
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models Ruotong Liao Xu Jia Yangzhe Li Yunpu Ma Volker Tresp AI4TS 120 28 0 11 Oct 2023
Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models Sumuk Shashidhar Abhinav Chinta Vaibhav Sahai Zhenhailong Wang Heng Ji 77 10 0 11 Oct 2023
Multimodal Graph Learning for Generative Tasks Minji Yoon Jing Yu Koh Bryan Hooi Ruslan Salakhutdinov 65 11 0 11 Oct 2023
Multi-Concept T2I-Zero: Tweaking Only The Text Embeddings and Nothing Else Hazarapet Tunanyan Dejia Xu Shant Navasardyan Zhangyang Wang Humphrey Shi DiffM 130 9 0 11 Oct 2023
Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation Jian Wang Yi Cheng Dongding Lin Chak Tou Leong Wenjie Li 65 20 0 11 Oct 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 96 24 0 11 Oct 2023
An Empirical Study of Instruction-tuning Large Language Models in Chinese Q. Si Tong Wang Zheng Lin Xu Zhang Yanan Cao Weiping Wang ALM 135 17 0 11 Oct 2023
RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation Yue Zhang Leyang Cui Enbo Zhao Wei Bi Shuming Shi 94 6 0 11 Oct 2023
Typing to Listen at the Cocktail Party: Text-Guided Target Speaker Extraction Xiang Hao Jibin Wu Jianwei Yu Chenglin Xu Kay Chen Tan 86 13 0 11 Oct 2023
Improved Membership Inference Attacks Against Language Classification Models Shlomit Shachor N. Razinkov Abigail Goldsteen 104 5 0 11 Oct 2023
State of the Art on Diffusion Models for Visual Computing Ryan Po Wang Yifan Vladislav Golyanik Kfir Aberman Jonathan T. Barron ... Matthias Nießner Bjorn Ommer Christian Theobalt Peter Wonka Gordon Wetzstein 130 111 0 11 Oct 2023
SAM-OCTA: Prompting Segment-Anything for OCTA Image Segmentation Xinrun Chen Chengliang Wang Haojian Ning Shiying Li Mei Shen 75 7 0 11 Oct 2023
No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML Ziqi Zhang Chen Gong Yifeng Cai Yuanyuan Yuan Bingyan Liu Ding Li Yao Guo Xiangqun Chen FedML 81 21 0 11 Oct 2023
AdaMesh: Personalized Facial Expressions and Head Poses for Adaptive Speech-Driven 3D Facial Animation Liyang Chen Weihong Bao Shunwei Lei Boshi Tang Zhiyong Wu Shiyin Kang Haozhi Huang Helen M. Meng 112 1 0 11 Oct 2023
QFT: Quantized Full-parameter Tuning of LLMs with Affordable Resources Zhikai Li Xiaoxuan Liu Banghua Zhu Zhen Dong Qingyi Gu Kurt Keutzer MQ 104 7 0 11 Oct 2023
NEWTON: Are Large Language Models Capable of Physical Reasoning? Yi Ru Wang Jiafei Duan Dieter Fox S. Srinivasa ELM LRM AIMat ReLM 133 35 0 10 Oct 2023
Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency E. Zelikman Wanjing Anya Ma Jasmine E. Tran Diyi Yang Jason D. Yeatman Nick Haber AI4Ed 64 11 0 10 Oct 2023
Teaching Language Models to Hallucinate Less with Synthetic Tasks Erik Jones Hamid Palangi Clarisse Simoes Varun Chandrasekaran Subhabrata Mukherjee Arindam Mitra Ahmed Hassan Awadallah Ece Kamar HILM 87 27 0 10 Oct 2023
SWE-bench: Can Language Models Resolve Real-World GitHub Issues? Carlos E. Jimenez John Yang Alexander Wettig Shunyu Yao Kexin Pei Ofir Press Karthik Narasimhan ELM 144 648 0 10 Oct 2023
TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models Xiao Wang Yuan Zhang Tianze Chen Songyang Gao Senjie Jin ... Rui Zheng Yicheng Zou Tao Gui Qi Zhang Xuanjing Huang ALM LRM CLL 91 23 0 10 Oct 2023
Exploring Memorization in Fine-tuned Language Models Shenglai Zeng Yaxin Li Jie Ren Yiding Liu Han Xu Pengfei He Yue Xing Shuaiqiang Wang Jiliang Tang D. Yin PILM 100 26 0 10 Oct 2023
Making Large Language Models Perform Better in Knowledge Graph Completion Yichi Zhang Zhuo Chen Lingbing Guo Yajing Xu Wen Zhang Hua-zeng Chen 101 53 0 10 Oct 2023
Latent Diffusion Counterfactual Explanations Karim Farid Simon Schrodi Max Argus Thomas Brox DiffM 99 14 0 10 Oct 2023
Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task Guanting Dong Jinxu Zhao Tingfeng Hui Daichi Guo Wenlong Wan ... Yueyan Qiu Zhuoma Gongque Keqing He Zechen Wang Weiran Xu AAML 93 22 0 10 Oct 2023
JointNet: Extending Text-to-Image Diffusion for Dense Distribution Modeling Jingyang Zhang Shiwei Li Yuanxun Lu Tian Fang David McKinnon Yanghai Tsin Long Quan Yao Yao 73 11 0 10 Oct 2023