Title
LoRA ensembles for large language model fine-tuning Xi Wang Laurence Aitchison Maja Rudolph UQCV 111 39 0 29 Sep 2023
Revolutionizing Mobile Interaction: Enabling a 3 Billion Parameter GPT LLM on Mobile Samuel Carreira Tomás Marques J. Ribeiro Carlos Grilo 16 0 0 29 Sep 2023
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering Han Zhou Xingchen Wan Lev Proleev Diana Mincu Jilin Chen Katherine A. Heller Subhrajit Roy UQLM 85 61 0 29 Sep 2023
RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural Representations Carlos Rombaldo Junior Ingolf Becker Zongyu Guo Shane Johnson 76 12 0 29 Sep 2023
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering Weizhe Lin Jinghong Chen Jingbiao Mei Alexandru Coca Bill Byrne 73 40 0 29 Sep 2023
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines Xin Cheng Xun Wang Tao Ge Si-Qing Chen Yongbin Li Dongyan Zhao Rui Yan 93 2 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 67 41 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 108 31 0 29 Sep 2023
Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers and Gradient Clipping Martin Pelikan Sheikh Shams Azam Vitaly Feldman Jan Honza Silovsky Kunal Talwar Christopher G. Brinton Tatiana Likhomanenko 101 8 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 89 45 0 28 Sep 2023
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 369 1,922 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 86 61 0 28 Sep 2023
Language Models as a Service: Overview of a New Paradigm and its Challenges Emanuele La Malfa Aleksandar Petrov Simon Frieder Christoph Weinhuber Ryan Burnell Raza Nazar Anthony Cohn Nigel Shadbolt Michael Wooldridge ALM ELM 75 6 0 28 Sep 2023
Chatmap : Large Language Model Interaction with Cartographic Data Eren Unlu KELM 66 4 0 28 Sep 2023
CCEdit: Creative and Controllable Video Editing via Diffusion Models Danfeng Hong Wenming Weng Hao Li Yuhui Yuan Jing Yao Chong Luo Zhibo Chen Baining Guo DiffM VGen 95 49 0 28 Sep 2023
Large Language Models in Finance: A Survey Yinheng Li Shaofei Wang Han Ding Hang Chen AIFin 134 217 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 93 23 0 28 Sep 2023
Forgetting Private Textual Sequences in Language Models via Leave-One-Out Ensemble Zhe Liu Ozlem Kalinli MU KELM 90 2 0 28 Sep 2023
Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities Zhengyi Lin Guanqiao Qu Qiyuan Chen Randy Sarayar Zhe Chen Kaibin Huang 105 98 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 86 94 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 75 28 0 27 Sep 2023
Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack Xiaoliang Dai Ji Hou Chih-Yao Ma Sam S. Tsai Jialiang Wang ... Roshan Sumbaly Vignesh Ramanathan Zijian He Peter Vajda Devi Parikh VLM 91 216 0 27 Sep 2023
Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey Victoria Smith Ali Shahin Shamsabadi Carolyn Ashurst Adrian Weller PILM 101 27 0 27 Sep 2023
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models Cheng Chen Yuchen Hu Chao-Han Huck Yang Sabato Marco Siniscalchi Pin-Yu Chen Eng Siong Chng 99 48 0 27 Sep 2023
Conversational Feedback in Scripted versus Spontaneous Dialogues: A Comparative Analysis Ildikó Pilán Laurent Prévot Hendrik Buschmeier Pierre Lison 46 10 0 27 Sep 2023
Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting Chao-Han Huck Yang Yile Gu Yi-Chieh Liu Shalini Ghosh I. Bulyko A. Stolcke KELM LRM 120 52 0 27 Sep 2023
From LAION-5B to LAION-EO: Filtering Billions of Images Using Anchor Datasets for Satellite Image Extraction Mikolaj Czerkawski Alistair Francis 83 9 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 107 49 0 27 Sep 2023
Efficient Low-rank Backpropagation for Vision Transformer Adaptation Yuedong Yang Hung-Yueh Chiang Guihong Li Diana Marculescu R. Marculescu 93 9 0 26 Sep 2023
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition Yu Yu Chao-Han Huck Yang J. Kolehmainen Prashanth Gurunath Shivakumar Yile Gu ... Denis Filimonov Shalini Ghosh A. Stolcke Ariya Rastrow I. Bulyko 103 10 0 26 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 189 241 0 26 Sep 2023
LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models Yaohui Wang Xinyuan Chen Xin Ma Shangchen Zhou Ziqi Huang ... Chen Change Loy Bo Dai Dahua Lin Yu Qiao Ziwei Liu VGen DiffM 112 231 0 26 Sep 2023
BLIP-Adapter: Parameter-Efficient Transfer Learning for Mobile Screenshot Captioning Ching-Yu Chiang I-Hua Chang Shih-Wei Liao 83 1 0 26 Sep 2023
ConPET: Continual Parameter-Efficient Tuning for Large Language Models Chenyan Song Xu Han Zheni Zeng Kuai Li Chen Chen Zhiyuan Liu Maosong Sun Taojiannan Yang CLL KELM 102 11 0 26 Sep 2023
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models Yuhui Xu Lingxi Xie Xiaotao Gu Xin Chen Heng Chang Hengheng Zhang Zhensu Chen Xiaopeng Zhang Qi Tian MQ 82 108 0 26 Sep 2023
Aligning Large Multimodal Models with Factually Augmented RLHF Zhiqing Sun Sheng Shen Shengcao Cao Haotian Liu Chunyuan Li ... Liangyan Gui Yu-Xiong Wang Yiming Yang Kurt Keutzer Trevor Darrell VLM 140 396 0 25 Sep 2023
When Automated Assessment Meets Automated Content Generation: Examining Text Quality in the Era of GPTs Marialena Bevilacqua Kezia Oketch Ruiyang Qin Will Stamey Xinyuan Zhang Yi Gan Kai Yang A. Abbasi DeLMO 87 13 0 25 Sep 2023
Joint Audio and Speech Understanding Yuan Gong Alexander H. Liu Hongyin Luo Leonid Karlinsky James R. Glass AuLLM 124 82 0 25 Sep 2023
LORD: Low Rank Decomposition Of Monolingual Code LLMs For One-Shot Compression Ayush Kaushal Tejas Vaidhya Irina Rish 121 16 0 25 Sep 2023
Prompting and Fine-Tuning Open-Sourced Large Language Models for Stance Classification Iain J. Cruickshank Lynnette Hui Xian Ng 81 9 0 24 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 101 72 0 24 Sep 2023
A SAM-based Solution for Hierarchical Panoptic Segmentation of Crops and Weeds Competition K. Nguyen T. Phung Hoang-Giang Cao 56 7 0 24 Sep 2023
Identifying Systematic Errors in Object Detectors with the SCROD Pipeline Valentyn Boreiko Matthias Hein J. H. Metzen 71 6 0 23 Sep 2023
Investigating Large Language Models and Control Mechanisms to Improve Text Readability of Biomedical Abstracts Z. Li Samuel Belkadi Nicolo Micheletti Lifeng Han Matthew Shardlow Goran Nenadic 98 5 0 22 Sep 2023
Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation Kai Huang Hanyu Yin Heng Huang Wei Gao 95 11 0 22 Sep 2023
Affect Recognition in Conversations Using Large Language Models Shutong Feng Guangzhi Sun Nurul Lubis Chao Zhang Milica Gavsić 59 5 0 22 Sep 2023
AnglE-optimized Text Embeddings Xianming Li Jing Li RALM 89 101 0 22 Sep 2023
DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients Hanyin Wang Chufan Gao Christopher Dantona Bryan Hull Jimeng Sun LM&MA 60 70 0 22 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 167 170 0 21 Sep 2023
On the Relationship between Skill Neurons and Robustness in Prompt Tuning Leon Ackermann Xenia Ohmer AAML 42 0 0 21 Sep 2023