Title
DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark Haoxing Chen Yan Hong Zizheng Huang Zhuoer Xu Zhangxuan Gu ... Jun Lan Huijia Zhu Jianfu Zhang Weiqiang Wang Huaxiong Li Mamba 83 13 0 30 May 2024
Dr-LLaVA: Visual Instruction Tuning with Symbolic Clinical Grounding Shenghuan Sun Gregory M. Goldgof Alexander Schubert Zhiqing Sun Thomas Hartvigsen A. Butte Ahmed Alaa LM&MA 27 4 0 29 May 2024
Quo Vadis ChatGPT? From Large Language Models to Large Knowledge Models V. Venkatasubramanian Arijit Chakraborty 38 9 0 29 May 2024
Low-Rank Few-Shot Adaptation of Vision-Language Models Maxime Zanella Ismail Ben Ayed OffRL VLM 46 26 0 28 May 2024
LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models Anthony Sarah S. N. Sridhar Maciej Szankin Sairam Sundaresan 30 5 0 28 May 2024
XL3M: A Training-free Framework for LLM Length Extension Based on Segment-wise Inference Shengnan Wang Youhui Bai Lin Zhang Pingyi Zhou Shixiong Zhao Gong Zhang Sen Wang Renhai Chen Hua Xu Hongwei Sun 18 2 0 28 May 2024
$C$^{3}$Bench: A Comprehensive Classical Chinese Understanding Benchmark for Large Language Models$ C $^{3}$ Bench: A Comprehensive Classical Chinese Understanding Benchmark for Large Language Models Jiahuan Cao Yongxin Shi Dezhi Peng Yang Liu Lianwen Jin ELM 29 0 0 28 May 2024
CLAQ: Pushing the Limits of Low-Bit Post-Training Quantization for LLMs Haoyu Wang Bei Liu Hang Shao Bo Xiao Ke Zeng Guanglu Wan Yanmin Qian MQ 21 0 0 27 May 2024
Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs Mustafa Shukor Matthieu Cord 64 5 0 26 May 2024
GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction Virginia K. Felkner Jennifer A. Thompson Jonathan May 32 9 0 24 May 2024
GECKO: Generative Language Model for English, Code and Korean Sungwoo Oh Donggyu Kim VLM 27 0 0 24 May 2024
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach Huy V. Vo Vasil Khalidov Timothée Darcet Théo Moutakanni Nikita Smetanin ... Maxime Oquab Armand Joulin Hervé Jégou Patrick Labatut Piotr Bojanowski SSL 53 18 0 24 May 2024
Bayesian WeakS-to-Strong from Text Classification to Generation Ziyun Cui Ziyang Zhang Wen Wu Wen Wu Chao Zhang 31 1 0 24 May 2024
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression Vladimir Malinovskii Denis Mazur Ivan Ilin Denis Kuznedelev Konstantin Burlachenko Kai Yi Dan Alistarh Peter Richtárik MQ 29 18 0 23 May 2024
Worldwide Federated Training of Language Models Alexandru Iacob Lorenzo Sani Bill Marino Preslav Aleksandrov William F. Shen Nicholas D. Lane FedML 33 2 0 23 May 2024
SlipStream: Adapting Pipelines for Distributed Training of Large DNNs Amid Failures Swapnil Gandhi Mark Zhao Athinagoras Skiadopoulos Christos Kozyrakis AI4CE GNN 36 1 0 22 May 2024
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners Shimao Zhang Changjiang Gao Wenhao Zhu Jiajun Chen Xin Huang Xue Han Junlan Feng Chao Deng Shujian Huang 32 5 0 22 May 2024
Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards Xiaoyu Yang Jie Lu Enshui Yu VLM 35 1 0 22 May 2024
Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity Rheeya Uppaal Apratim De Yiting He Yiquao Zhong Junjie Hu 29 7 0 22 May 2024
OpenCarbonEval: A Unified Carbon Emission Estimation Framework in Large-Scale AI Models Zhaojian Yu Yinghao Wu Zhuotao Deng Yansong Tang Xiao-Ping Zhang 44 2 0 21 May 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Yinghui Li Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 38 46 0 21 May 2024
The Echoes of Multilinguality: Tracing Cultural Value Shifts during LM Fine-tuning Rochelle Choenni Anne Lauscher Ekaterina Shutova 26 7 0 21 May 2024
SPO: Multi-Dimensional Preference Sequential Alignment With Implicit Reward Modeling Xingzhou Lou Junge Zhang Jian Xie Lifeng Liu Dong Yan Kaiqi Huang 34 11 0 21 May 2024
Multiple-Choice Questions are Efficient and Robust LLM Evaluators Ziyin Zhang Zhaokun Jiang Lizhen Xu Hong-ping Hao Rui Wang 19 12 0 20 May 2024
Unveiling and Manipulating Prompt Influence in Large Language Models Zijian Feng Hanzhang Zhou Zixiao Zhu Junlang Qian Kezhi Mao 34 2 0 20 May 2024
Simple-Sampling and Hard-Mixup with Prototypes to Rebalance Contrastive Learning for Text Classification Mengyu Li Yonghao Liu Fausto Giunchiglia Xiaoyue Feng Renchu Guan VLM 42 5 0 19 May 2024
BrainStorm @ iREL at #SMM4H 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets Manav Chaudhary Harshit Gupta Vasudeva Varma 30 1 0 18 May 2024
The Future of Large Language Model Pre-training is Federated Lorenzo Sani Alexandru Iacob Zeyu Cao Bill Marino Yan Gao ... Wanru Zhao William F. Shen Preslav Aleksandrov Xinchi Qiu Nicholas D. Lane AI4CE 33 12 0 17 May 2024
Simultaneous Masking, Not Prompting Optimization: A Paradigm Shift in Fine-tuning LLMs for Simultaneous Translation Matthew Raffel Victor Agostinelli Lizhong Chen 36 5 0 16 May 2024
Keep It Private: Unsupervised Privatization of Online Text Calvin Bao Marine Carpuat DeLMO 29 2 0 16 May 2024
When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models Xianzheng Ma Yash Bhalgat Brandon Smart Shuai Chen Xinghui Li ... Matthias Nießner Ian D Reid Angel X. Chang Iro Laina V. Prisacariu LRM 29 12 0 16 May 2024
Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality Jiahuan Pei Irene Viola Haochen Huang Junxiao Wang Moonisa Ahsan ... Yao Sai Di Wang Zhumin Chen Pengjie Ren Pablo César LM&Ro LLMAG 31 6 0 16 May 2024
Towards Next-Generation Steganalysis: LLMs Unleash the Power of Detecting Steganography Minhao Bai Kaiyi Pang Huili Wang Yongfeng Huang 16 4 0 15 May 2024
The Platonic Representation Hypothesis Minyoung Huh Brian Cheung Tongzhou Wang Phillip Isola 72 109 0 13 May 2024
LlamaTurk: Adapting Open-Source Generative Large Language Models for Low-Resource Language Cagri Toraman VLM 30 5 0 13 May 2024
SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts R. Prabhakar R. Sivaramakrishnan Darshan Gandhi Yun Du Mingran Wang ... Urmish Thakker Dawei Huang Sumti Jairath Kevin J. Brown K. Olukotun MoE 39 12 0 13 May 2024
Shared Virtual Memory: Its Design and Performance Implications for Diverse Applications Bennett Cooper T. Scogland Rong Ge 16 1 0 10 May 2024
Pruning as a Domain-specific LLM Extractor Nan Zhang Yanchi Liu Xujiang Zhao Wei Cheng Runxue Bao Rui Zhang Prasenjit Mitra Haifeng Chen 14 9 0 10 May 2024
OpenBA-V2: Reaching 77.3% High Compression Ratio with Fast Multi-Stage Pruning Dan Qiao Yi Su Pinzheng Wang Jing Ye Wen Xie ... Wenliang Chen Guohong Fu Guodong Zhou Qiaoming Zhu Min Zhang MQ 32 0 0 09 May 2024
Automated Program Repair: Emerging trends pose and expose problems for benchmarks J. Renzullo Pemma Reiter Westley Weimer Stephanie Forrest 34 1 0 08 May 2024
CourseGPT-zh: an Educational Large Language Model Based on Knowledge Distillation Incorporating Prompt Optimization Zheyan Qu Lu Yin Zitong Yu Wenbo Wang Xing Zhang ALM 30 1 0 08 May 2024
Bridging the Bosphorus: Advancing Turkish Large Language Models through Strategies for Low-Resource Language Adaptation and Benchmarking Emre Can Acikgoz Mete Erdogan Deniz Yuret 30 7 0 07 May 2024
Generated Contents Enrichment Mahdi Naseri Jiayan Qiu Zhou Wang 29 0 0 06 May 2024
Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs Jordan Dotzel Yuzong Chen Bahaa Kotb Sushma Prasad Gang Wu Sheng R. Li Mohamed S. Abdelfattah Zhiru Zhang 24 7 0 06 May 2024
Compressing Long Context for Enhancing RAG with AMR-based Concept Distillation Kaize Shi Xueyao Sun Qing Li Guandong Xu 38 12 0 06 May 2024
SUKHSANDESH: An Avatar Therapeutic Question Answering Platform for Sexual Education in Rural India Salam Michael Singh Shubhmoy Kumar Garg Amitesh Misra Aaditeshwar Seth Tanmoy Chakraborty 26 0 0 03 May 2024
A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model Jiexia Ye Weiqi Zhang Ke Yi Yongzi Yu Ziyue Li Jia Li Fugee Tsung AI4TS AI4CE 43 23 0 03 May 2024
When Quantization Affects Confidence of Large Language Models? Irina Proskurina Luc Brun Guillaume Metzler Julien Velcin MQ 24 2 0 01 May 2024
NumLLM: Numeric-Sensitive Large Language Model for Chinese Finance Huan-Yi Su Ke Wu Yu-Hao Huang Wu-Jun Li 30 1 0 01 May 2024
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing Yucheng Hu Yuxing Lu RALM 58 17 0 30 Apr 2024