Title
MOM: Memory-Efficient Offloaded Mini-Sequence Inference for Long Context Language Models Junyang Zhang Tianyi Zhu Cheng Luo A. Anandkumar RALM 42 0 0 16 Apr 2025
Can Pre-training Indicators Reliably Predict Fine-tuning Outcomes of LLMs? Hansi Zeng Kai Hui Honglei Zhuang Zhen Qin Zhenrui Yue Hamed Zamani Dana Alon 33 0 0 16 Apr 2025
LazyReview A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews Sukannya Purkayastha Zhuang Li Anne Lauscher Lizhen Qu Iryna Gurevych 30 0 0 15 Apr 2025
A Dual-Space Framework for General Knowledge Distillation of Large Language Models Xuzhi Zhang Songming Zhang Yunlong Liang Fandong Meng Yufeng Chen Jinan Xu Jie Zhou 24 0 0 15 Apr 2025
Dynamic Compressing Prompts for Efficient Inference of Large Language Models Jinwu Hu W. Zhang Yufeng Wang Yu Hu Bin Xiao Mingkui Tan Qing Du 26 0 0 15 Apr 2025
Reimagining Urban Science: Scaling Causal Inference with Large Language Models Yutong Xia Ao Qu Yunhan Zheng Yihong Tang Dingyi Zhuang ... Cathy Wu R. Zimmermann Lijun Sun Roger Zimmermann Jinhua Zhao AI4CE 75 0 0 15 Apr 2025
DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks Yupei Liu Yuqi Jia Jinyuan Jia Dawn Song Neil Zhenqiang Gong AAML 38 0 0 15 Apr 2025
A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce Wei Xiong Jiarui Yao Yuhui Xu Bo Pang Lei Wang ... Junnan Li Nan Jiang Tong Zhang Caiming Xiong Hanze Dong OffRL LRM 42 3 0 15 Apr 2025
Video Summarization with Large Language Models Min Jung Lee Dayoung Gong Minsu Cho 26 0 0 15 Apr 2025
Leveraging Submodule Linearity Enhances Task Arithmetic Performance in LLMs Rui Dai Sile Hu Xu Shen Yonggang Zhang Xinmei Tian Jieping Ye MoMe 49 2 0 15 Apr 2025
Exploring Persona-dependent LLM Alignment for the Moral Machine Experiment Jiseon Kim Jea Kwon L. Vecchietti Alice H. Oh Meeyoung Cha 29 0 0 15 Apr 2025
CSPLADE: Learned Sparse Retrieval with Causal Language Models Zhichao Xu Aosong Feng Yijun Tian Haibo Ding Lin Leee Cheong RALM 40 0 0 15 Apr 2025
Enhancing Ultra-Low-Bit Quantization of Large Language Models Through Saliency-Aware Partial Retraining Deyu Cao Samin Aref MQ 27 0 0 14 Apr 2025
KeyMPs: One-Shot Vision-Language Guided Motion Generation by Sequencing DMPs for Occlusion-Rich Tasks Edgar Anarossi Yuhwan Kwon Hirotaka Tahara Shohei Tanaka Keisuke Shirai Masashi Hamaya C. C. Beltran-Hernandez Atsushi Hashimoto Takamitsu Matsubara 37 0 0 14 Apr 2025
Learning from Reference Answers: Versatile Language Model Alignment without Binary Human Preference Data Shuai Zhao Linchao Zhu Yi Yang 39 1 0 14 Apr 2025
Can Competition Enhance the Proficiency of Agents Powered by Large Language Models in the Realm of News-driven Time Series Forecasting? Yuxuan Zhang Yangyang Feng Daifeng Li Kexin Zhang Junlan Chen Bowen Deng LLMAG AI4TS 42 0 0 14 Apr 2025
Towards Quantifying Commonsense Reasoning with Mechanistic Insights Abhinav Joshi A. Ahmad Divyaksh Shukla Ashutosh Modi ReLM LRM 36 0 0 14 Apr 2025
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation Hanghui Guo Jia Zhu Shimin Di Weijie Shi Zhangze Chen Jiajie Xu 35 0 0 14 Apr 2025
HELIOS: Adaptive Model And Early-Exit Selection for Efficient LLM Inference Serving Avinash Kumar Shashank Nag Jason Clemons L. John Poulami Das 31 0 0 14 Apr 2025
CliniChat: A Multi-Source Knowledge-Driven Framework for Clinical Interview Dialogue Reconstruction and Evaluation Jianfei Chen Zhihua Wei Wenbo Zhang Yingying Hu Qiong Zhang LM&MA 33 0 0 14 Apr 2025
CleanMAP: Distilling Multimodal LLMs for Confidence-Driven Crowdsourced HD Map Updates Ankit Kumar Shaw Kun Jiang Tuopu Wen Chandan Kumar Sah Yining Shi Mengmeng Yang D. Yang Xiaoli Lian 31 0 0 14 Apr 2025
SilVar-Med: A Speech-Driven Visual Language Model for Explainable Abnormality Detection in Medical Imaging Tan-Hanh Pham Chris Ngo Trong-Duong Bui Minh Luu Quang Tan-Huong Pham Truong Son-Hy 29 0 0 14 Apr 2025
The Mirage of Performance Gains: Why Contrastive Decoding Fails to Address Multimodal Hallucination Hao Yin Gunagzong Si Zilei Wang 145 0 0 14 Apr 2025
Transferable text data distillation by trajectory matching Rong Yao Hailin Hu Yifei Fu Hanting Chen Wenyi Fang Fanyi Du Kai Han Yunhe Wang 28 0 0 14 Apr 2025
A Model Zoo of Vision Transformers Damian Falk Léo Meynent Florence Pfammatter Konstantin Schurholt Damian Borth 34 0 0 14 Apr 2025
Efficient LLM Serving on Hybrid Real-time and Best-effort Requests Wan Borui Zhao Juntao Jiang Chenyu Guo Chuanxiong Wu Chuan VLM 79 1 0 13 Apr 2025
HD-RAG: Retrieval-Augmented Generation for Hybrid Documents Containing Text and Hierarchical Tables Chi Zhang Qiyang Chen RALM 3DV VLM 42 0 0 13 Apr 2025
SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model Kaiyu Li Zepeng Xin Li Pang Chao Pang Yupeng Deng Jing Yao Guisong Xia Deyu Meng Zhi Wang Xiangyong Cao VLM LRM 37 0 0 13 Apr 2025
HalluShift: Measuring Distribution Shifts towards Hallucination Detection in LLMs Sharanya Dasgupta Sujoy Nath Arkaprabha Basu Pourya Shamsolmoali Swagatam Das HILM 65 0 0 13 Apr 2025
AeroLite: Tag-Guided Lightweight Generation of Aerial Image Captions Xing Zi Tengjun Ni Xianjing Fan Xian Tao Jun Li Ali Braytee Mukesh Prasad 23 0 0 13 Apr 2025
Enhancing Contrastive Demonstration Selection with Semantic Diversity for Robust In-Context Machine Translation Owen Patterson Chee Ng 31 0 0 12 Apr 2025
A Short Survey on Small Reasoning Models: Training, Inference, Applications and Research Directions Chengyu Wang Taolin Zhang Richang Hong Jun Huang ReLM LRM 42 1 0 12 Apr 2025
Feature-Aware Malicious Output Detection and Mitigation Weilong Dong Peiguang Li Yu Tian Xinyi Zeng Fengdi Li Sirui Wang AAML 24 0 0 12 Apr 2025
SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting Jiaming Xu Jiayi Pan Yongkang Zhou Siming Chen J. Li Yaoxiu Lian Junyi Wu Guohao Dai LRM 35 0 0 11 Apr 2025
Large Language Model Empowered Recommendation Meets All-domain Continual Pre-Training Haokai Ma Yunshan Ma Ruobing Xie Lei Meng Jialie Shen Xingchen Sun Zhanhui Kang Tat-Seng Chua CLL LRM 37 0 0 11 Apr 2025
Bringing Structure to Naturalness: On the Naturalness of ASTs Profir-Petru Pârţachi Mahito Sugiyama 27 0 0 11 Apr 2025
GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation Tianwei Xiong Jun Hao Liew Zilong Huang Jiashi Feng Xihui Liu 36 0 0 11 Apr 2025
Jupiter: Fast and Resource-Efficient Collaborative Inference of Generative LLMs on Edge Devices Shengyuan Ye Bei Ouyang Liekang Zeng Tianyi Qian Xiaowen Chu Jian Tang Xu Chen 29 1 0 11 Apr 2025
MSCCL++: Rethinking GPU Communication Abstractions for Cutting-edge AI Applications Aashaka Shah Abhinav Jangda Yangqiu Song Caio Rocha Changho Hwang ... Peng Cheng Qinghua Zhou Roshan Dathathri Saeed Maleki Ziyue Yang GNN 49 0 0 11 Apr 2025
On The Landscape of Spoken Language Models: A Comprehensive Survey Siddhant Arora Kai-Wei Chang Chung-Ming Chien Yifan Peng Haibin Wu Yossi Adi Emmanuel Dupoux Hung-yi Lee Karen Livescu Shinji Watanabe 52 2 0 11 Apr 2025
Knowledge Graph-extended Retrieval Augmented Generation for Question Answering Jasper Linders Jakub M. Tomczak RALM 53 0 0 11 Apr 2025
Large Language Models Could Be Rote Learners Yuyang Xu Renjun Hu Haochao Ying Jian Wu Xing Shi Wei Lin ELM 160 0 0 11 Apr 2025
An LLM Framework For Cryptography Over Chat Channels D. Gligoroski Mayank Raikwar Sonu Kumar Jha 26 0 0 11 Apr 2025
Perception-R1: Pioneering Perception Policy with Reinforcement Learning En Yu Kangheng Lin Liang Zhao Jisheng Yin Yana Wei ... Zheng Ge Xiangyu Zhang Daxin Jiang Jingyu Wang Wenbing Tao VLM OffRL LRM 40 2 0 10 Apr 2025
ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models Joel Barmettler Abraham Bernstein Luca Rossetto KELM 3DV 49 0 0 10 Apr 2025
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization Yang Jiao X. Wang Kai Yang AAML SILM 33 0 0 10 Apr 2025
Robust Hallucination Detection in LLMs via Adaptive Token Selection Mengjia Niu Hamed Haddadi Guansong Pang HILM 55 0 0 10 Apr 2025
From Speech to Summary: A Comprehensive Survey of Speech Summarization Fabian Retkowski Maike Züfle Andreas Sudmann Dinah Pfau Jan Niehues Alexander Waibel 44 0 0 10 Apr 2025
Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora Alex Warstadt Aaron Mueller Leshem Choshen E. Wilcox Chengxu Zhuang ... Rafael Mosquera Bhargavi Paranjape Adina Williams Tal Linzen Ryan Cotterell 38 108 0 10 Apr 2025
How to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension Hao Li Liuzhenghao Lv He Cao Zijing Liu Zhiyuan Yan Yu Wang Yonghong Tian Y. Li Li Yuan 30 0 0 10 Apr 2025