Title
Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models Minseok Choi Kyunghyun Min Jaegul Choo MU AAML 22 1 0 18 Jun 2024
VoCo-LLaMA: Towards Vision Compression with Large Language Models Xubing Ye Yukang Gan Xiaoke Huang Yixiao Ge Yansong Tang MLLM VLM 27 22 0 18 Jun 2024
AI "News" Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian Giovanni Puccetti Anna Rogers Chiara Alzetta F. Dell’Orletta Andrea Esuli 28 7 0 17 Jun 2024
LiLiuM: eBay's Large Language Models for e-commerce Christian Herold Michael Kozielski Leonid Ekimov Pavel Petrushkov P. Vandenbussche Shahram Khadivi 35 1 0 17 Jun 2024
Prefixing Attention Sinks can Mitigate Activation Outliers for Large Language Model Quantization Seungwoo Son Wonpyo Park Woohyun Han Kyuyeun Kim Jaeho Lee MQ 20 10 0 17 Jun 2024
Save It All: Enabling Full Parameter Tuning for Federated Large Language Models via Cycle Block Gradient Descent Lin Wang Zhichao Wang Xiaoying Tang 29 1 0 17 Jun 2024
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance Somnath Banerjee Avik Halder Rajarshi Mandal Sayan Layek Ian Soboroff Rima Hazra Animesh Mukherjee 52 0 0 17 Jun 2024
Promoting Data and Model Privacy in Federated Learning through Quantized LoRA Jianhao Zhu Changze Lv Xiaohua Wang Muling Wu Wenhao Liu Tianlong Li Zixuan Ling Cenyuan Zhang Xiaoqing Zheng Xuanjing Huang 29 2 0 16 Jun 2024
AUTOHALLUSION: Automatic Generation of Hallucination Benchmarks for Vision-Language Models Xiyang Wu Tianrui Guan Dianqi Li Shuaiyi Huang Xiaoyu Liu ... Abhinav Shrivastava Furong Huang Jordan L. Boyd-Graber Tianyi Zhou Dinesh Manocha HILM LRM VLM MLLM 25 13 0 16 Jun 2024
ShareLoRA: Parameter Efficient and Robust Large Language Model Fine-tuning via Shared Low-Rank Adaptation Yurun Song Junchen Zhao Ian G. Harris S. Jyothi 27 3 0 16 Jun 2024
Breaking the Memory Wall: A Study of I/O Patterns and GPU Memory Utilization for Hybrid CPU-GPU Offloaded Optimizers Avinash Maurya Jie Ye M. Rafique Franck Cappello Bogdan Nicolae 21 1 0 15 Jun 2024
A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges Yuqi Nie Yaxuan Kong Xiaowen Dong John M. Mulvey H. Vincent Poor Qingsong Wen Stefan Zohren AIFin 40 41 0 15 Jun 2024
Datasets for Multilingual Answer Sentence Selection Matteo Gabburo S. Campese Federico Agostini Alessandro Moschitti 26 0 0 14 Jun 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations Jinqiang Wang Huansheng Ning Yi Peng Qikai Wei Daniel Tesfai Wenwei Mao Tao Zhu Runhe Huang LM&MA AI4MH ELM 36 4 0 14 Jun 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages Holy Lovenia Rahmad Mahendra Salsabil Maulana Akbar Lester James Validad Miranda Jennifer Santoso ... Genta Indra Winata Ruochen Zhang Fajri Koto Zheng-Xin Yong Samuel Cahyawijaya 77 9 0 14 Jun 2024
ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models David Anugraha Genta Indra Winata Chenyue Li Patrick Amadeus Irawan En-Shiun Annie Lee 33 7 0 13 Jun 2024
Sharing Matters: Analysing Neurons Across Languages and Tasks in LLMs Weixuan Wang Barry Haddow Wei Peng Alexandra Birch MILM 28 9 0 13 Jun 2024
Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning Janghoon Han Changho Lee Joongbo Shin Stanley Jungkyu Choi Honglak Lee Kynghoon Bae ALM 24 0 0 13 Jun 2024
Image Textualization: An Automatic Framework for Creating Accurate and Detailed Image Descriptions Renjie Pi Jianshu Zhang Jipeng Zhang Rui Pan Zhekai Chen Tong Zhang 3DV 42 19 0 11 Jun 2024
MINERS: Multilingual Language Models as Semantic Retrievers Genta Indra Winata Ruochen Zhang David Ifeoluwa Adelani RALM 44 5 0 11 Jun 2024
BertaQA: How Much Do Language Models Know About Local Culture? Julen Etxaniz Gorka Azkune A. Soroa Oier López de Lacalle Mikel Artetxe 36 6 0 11 Jun 2024
Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning Menglong Cui Jiangcun Du Shaolin Zhu Deyi Xiong 24 11 0 11 Jun 2024
Effectively Compress KV Heads for LLM Hao Yu Zelan Yang Shen Li Yong Li Jianxin Wu MQ VLM 31 12 0 11 Jun 2024
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Peize Sun Yi Jiang Shoufa Chen Shilong Zhang Bingyue Peng Ping Luo Zehuan Yuan VLM 55 220 0 10 Jun 2024
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization Haoran You Yipin Guo Yichao Fu Wei Zhou Huihong Shi Xiaofan Zhang Souvik Kundu Amir Yazdanbakhsh Y. Lin KELM 44 7 0 10 Jun 2024
Are Large Language Models Actually Good at Text Style Transfer? Sourabrata Mukherjee Atul Kr. Ojha Ondrej Dusek 21 10 0 09 Jun 2024
Zero-Shot End-To-End Spoken Question Answering In Medical Domain Yanis Labrak Adel Moumen Richard Dufour Mickael Rouvier ELM LM&MA MedIm 29 0 0 09 Jun 2024
SinkLoRA: Enhanced Efficiency and Chat Capabilities for Long-Context Large Language Models Hengyu Zhang RALM 25 2 0 09 Jun 2024
DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs Lingchen Meng Jianwei Yang Rui Tian Xiyang Dai Zuxuan Wu Jianfeng Gao Yu-Gang Jiang VLM 22 8 0 06 Jun 2024
Legal Documents Drafting with Fine-Tuned Pre-Trained Large Language Model Chun-Hsien Lin Pu-Jen Cheng AILaw 24 3 0 06 Jun 2024
Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe Alicja Ziarko Albert Q. Jiang Bartosz Piotrowski Wenda Li M. Jamnik Piotr Miłoś 26 0 0 06 Jun 2024
Pre-trained Transformer Uncovers Meaningful Patterns in Human Mobility Data Alameen Najjar 29 0 0 06 Jun 2024
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models David Ifeoluwa Adelani Jessica Ojo Israel Abebe Azime Jian Yun Zhuang Jesujoba Oluwadara Alabi ... Salomey Osei Sokhar Samb Tadesse Kebede Guge Pontus Stenetorp Pontus Stenetorp ELM 50 7 0 05 Jun 2024
LLM-based Rewriting of Inappropriate Argumentation using Reinforcement Learning from Machine Feedback Timon Ziegenbein Gabriella Skitalinskaya Alireza Bayat Makou Henning Wachsmuth LLMAG KELM 29 5 0 05 Jun 2024
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation Hao Li Yuping Wu Viktor Schlegel R. Batista-Navarro Tharindu Madusanka ... Jiayan Zeng Xiaochi Wang Xinran He Yizhi Li Goran Nenadic 31 6 0 05 Jun 2024
NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models Ancheng Xu Minghuan Tan Lei Wang Min Yang Ruifeng Xu LRM 44 0 0 05 Jun 2024
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models Tao Fan Guoqiang Ma Yan Kang Hanlin Gu Yuanfeng Song Lixin Fan Kai Chen Qiang Yang 18 9 0 04 Jun 2024
UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models Zhuoyang Li Liran Deng Hui Liu Qiaoqiao Liu Junzhao Du RALM 24 4 0 04 Jun 2024
LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback Wen Lai Mohsen Mesgar Alexander M. Fraser LRM ALM 48 18 0 03 Jun 2024
The Life Cycle of Large Language Models: A Review of Biases in Education Jinsook Lee Yann Hicke Renzhe Yu Christopher A. Brooks René F. Kizilcec AI4Ed 29 1 0 03 Jun 2024
Demonstration Augmentation for Zero-shot In-context Learning Yi Su Yunpeng Tai Yixin Ji Juntao Li Bowen Yan Min Zhang RALM 33 6 0 03 Jun 2024
Strengthened Symbol Binding Makes Large Language Models Reliable Multiple-Choice Selectors Mengge Xue Zhenyu Hu Liqun Liu Kuo Liao Shuang Li Honglin Han Meng Zhao Chengguo Yin 38 5 0 03 Jun 2024
Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning Keqi Deng Guangzhi Sun Phil Woodland VLM 28 4 0 01 Jun 2024
A Survey on Large Language Models for Code Generation Juyong Jiang Fan Wang Jiasi Shen Sungju Kim Sunghun Kim 40 158 0 01 Jun 2024
Effective Interplay between Sparsity and Quantization: From Theory to Practice Simla Burcu Harma Ayan Chakraborty Elizaveta Kostenok Danila Mishin Dongho Ha ... Martin Jaggi Ming Liu Yunho Oh Suvinay Subramanian Amir Yazdanbakhsh MQ 29 4 0 31 May 2024
Improving Reward Models with Synthetic Critiques Zihuiwen Ye Fraser Greenlee-Scott Max Bartolo Phil Blunsom Jon Ander Campos Matthias Gallé ALM SyDa LRM 38 17 0 31 May 2024
Using Large Language Models for Humanitarian Frontline Negotiation: Opportunities and Considerations Zilin Ma Susannah Su Su Nathan Zhao Linn Bieske ... Boxiang Wang Jinglun Gao Zihan Wen Claude Bruderlein Weiwei Pan 15 0 0 30 May 2024
InstructionCP: A fast approach to transfer Large Language Models into target language Kuang-Ming Chen Hung-yi Lee CLL 36 2 0 30 May 2024
Quest: Query-centric Data Synthesis Approach for Long-context Scaling of Large Language Model Chaochen Gao Xing Wu Qingfang Fu Songlin Hu SyDa 27 5 0 30 May 2024
Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding Kuo Liao Shuang Li Meng Zhao Liqun Liu Mengge Xue Zhenyu Hu Honglin Han Chengguo Yin 33 1 0 30 May 2024