Title
Towards a Robust Retrieval-Based Summarization System Shengjie Liu Jing Wu Jingyuan Bao Wenyi Wang N. Hovakimyan Christopher G. Healey RALM 46 9 0 29 Mar 2024
Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want Weifeng Lin Xinyu Wei Ruichuan An Peng Gao Bocheng Zou Yulin Luo Siyuan Huang Shanghang Zhang Hongsheng Li VLM 197 47 0 29 Mar 2024
Jamba: A Hybrid Transformer-Mamba Language Model Opher Lieber Barak Lenz Hofit Bata Gal Cohen Jhonathan Osin ... Nir Ratner N. Rozen Erez Shwartz Mor Zusman Y. Shoham 126 229 0 28 Mar 2024
Mixed Preference Optimization: Reinforcement Learning with Data Selection and Better Reference Model Qi Gou Cam-Tu Nguyen 129 14 0 28 Mar 2024
Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction Chenming Tang Fanyi Qu Hao Sun 67 2 0 28 Mar 2024
Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering Yexin Wu Zhuosheng Zhang Hai Zhao LRM 54 4 0 28 Mar 2024
MFORT-QA: Multi-hop Few-shot Open Rich Table Question Answering Che Guan Mengyu Huang Peng Zhang RALM LMTD 66 4 0 28 Mar 2024
Tiny Machine Learning: Progress and Futures Ji Lin Ligeng Zhu Wei-Ming Chen Wei-Chen Wang Song Han 90 60 0 28 Mar 2024
Checkpoint Merging via Bayesian Optimization in LLM Pretraining Deyuan Liu Zecheng Wang Bingning Wang Weipeng Chen Chunshan Li Zhiying Tu Dianhui Chu Bo Li Dianbo Sui MoMe 102 18 0 28 Mar 2024
LITA: Language Instructed Temporal-Localization Assistant De-An Huang Shijia Liao Subhashree Radhakrishnan Hongxu Yin Pavlo Molchanov Zhiding Yu Jan Kautz VLM 102 56 0 27 Mar 2024
IDGenRec: LLM-RecSys Alignment with Textual ID Learning Juntao Tan Shuyuan Xu Wenyue Hua Yingqiang Ge Zelong Li Yongfeng Zhang 105 32 0 27 Mar 2024
ReflectSumm: A Benchmark for Course Reflection Summarization Yang Zhong Mohamed S. Elaraby Diane Litman A. Butt Muhsin Menekse 50 1 0 27 Mar 2024
A Survey on Large Language Models from Concept to Implementation Chen Wang Jin Zhao Jiaqi Gong LLMAG LM&MA 108 3 0 27 Mar 2024
Homogeneous Tokenizer Matters: Homogeneous Visual Tokenizer for Remote Sensing Image Understanding Run Shao Zhaoyang Zhang Chao Tao Yunsheng Zhang Chengli Peng Haifeng Li VLM 86 6 0 27 Mar 2024
Language Plays a Pivotal Role in the Object-Attribute Compositional Generalization of CLIP Reza Abbasi Mohammad Samiei M. Rohban M. Baghshah VLM CoGe 72 0 0 27 Mar 2024
An Image Grid Can Be Worth a Video: Zero-shot Video Question Answering Using a VLM Wonkyun Kim Changin Choi Wonseok Lee Wonjong Rhee VLM 115 56 0 27 Mar 2024
FoC: Figure out the Cryptographic Functions in Stripped Binaries with LLMs Guoqiang Chen Xiuwei Shang Shaoyin Cheng Yanming Zhang Weiming Zhang Neng H. Yu N. Yu 175 2 0 27 Mar 2024
CheckEval: A reliable LLM-as-a-Judge framework for evaluating text generation using checklists Yukyung Lee Joonghoon Kim Jaehee Kim Hyowon Cho Pilsung Kang Pilsung Kang Najoung Kim ELM 83 5 0 27 Mar 2024
Don't Trust: Verify -- Grounding LLM Quantitative Reasoning with Autoformalization Jin Peng Zhou Charles Staats Wenda Li Christian Szegedy Kilian Q. Weinberger Yuhuai Wu LRM 82 39 0 26 Mar 2024
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning Boyao Wang Xiang Liu Shizhe Diao Renjie Pi Jipeng Zhang Chi Han Tong Zhang 106 55 0 26 Mar 2024
EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention Zhen Tian Wayne Xin Zhao Changwang Zhang Xin Zhao Zhongrui Ma Ji-Rong Wen 93 3 0 26 Mar 2024
Robust and Scalable Model Editing for Large Language Models Yingfa Chen Zhengyan Zhang Xu Han Chaojun Xiao Zhiyuan Liu Chen Chen Kuai Li Tao Yang Maosong Sun KELM 52 2 0 26 Mar 2024
Residual-based Language Models are Free Boosters for Biomedical Imaging Zhixin Lai Jing Wu Suiyao Chen Yucheng Zhou N. Hovakimyan MedIm 105 31 0 26 Mar 2024
Aligning Large Language Models for Enhancing Psychiatric Interviews Through Symptom Delineation and Summarization: Pilot Study Jae-hee So Joonhwan Chang Eunji Kim Junho Na JiYeon Choi Jy-yong Sohn Byung-Hoon Kim Sang Hui Chu LM&MA AI4MH 31 0 0 26 Mar 2024
Language Rectified Flow: Advancing Diffusion Language Generation with Probabilistic Flows Shujian Zhang Lemeng Wu Chengyue Gong Xingchao Liu DiffM 105 3 0 25 Mar 2024
LLMs Are Few-Shot In-Context Low-Resource Language Learners Samuel Cahyawijaya Holy Lovenia Pascale Fung 103 49 0 25 Mar 2024
KIT-19: A Comprehensive Korean Instruction Toolkit on 19 Tasks for Fine-Tuning Korean Large Language Models Dongjun Jang Sungjoo Byun Hyemi Jo Hyopil Shin ALM 74 0 0 25 Mar 2024
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art Neeloy Chakraborty Melkior Ornik Katherine Driggs-Campbell LRM 256 12 0 25 Mar 2024
Monotonic Paraphrasing Improves Generalization of Language Model Prompting Qin Liu Fei Wang Nan Xu Tianyi Yan Tao Meng Muhao Chen LRM 100 8 0 24 Mar 2024
SceneX:Procedural Controllable Large-scale Scene Generation via Large-language Models Mengqi Zhou Jun Hou Chuanchen Luo Yuxi Wang Zhaoxiang Zhang Junran Peng 116 0 0 23 Mar 2024
SensoryT5: Infusing Sensorimotor Norms into T5 for Enhanced Fine-grained Emotion Classification Yuhan Xia Qingqing Zhao Yunfei Long Ge Xu Jia Wang 39 0 0 22 Mar 2024
InternVideo2: Scaling Video Foundation Models for Multimodal Video Understanding Yi Wang Kunchang Li Xinhao Li Jiashuo Yu Yinan He ... Hongjie Zhang Yifei Huang Yu Qiao Yali Wang Limin Wang 91 79 0 22 Mar 2024
Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrievers Kunal Sawarkar Abhilasha Mangal Shivam Raj Solanki 107 59 0 22 Mar 2024
MSCoTDet: Language-driven Multi-modal Fusion for Improved Multispectral Pedestrian Detection Taeheon Kim Sangyun Chung Damin Yeom Youngjoon Yu Hak Gu Kim Y. Ro 105 3 0 22 Mar 2024
Construction of a Japanese Financial Benchmark for Large Language Models Masanori Hirano 134 12 0 22 Mar 2024
Comprehensive Evaluation and Insights into the Use of Large Language Models in the Automation of Behavior-Driven Development Acceptance Test Formulation Shanthi Karpurapu Sravanthy Myneni Unnati Nettur Likhit Sagar Gajja Dave Burke Tom Stiehm Jeffery Payne LM&MA 84 8 0 22 Mar 2024
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation Zhenrui Yue Huimin Zeng Yimeng Lu Lanyu Shang Yang Zhang Dong Wang RALM OffRL 98 22 0 22 Mar 2024
Hierarchical Skip Decoding for Efficient Autoregressive Text Generation Yunqi Zhu Xuebing Yang Yuanyuan Wu Wensheng Zhang 124 3 0 22 Mar 2024
VidLA: Video-Language Alignment at Scale Mamshad Nayeem Rizve Fan Fei Jayakrishnan Unnikrishnan Son Tran Benjamin Z. Yao Belinda Zeng Mubarak Shah Trishul Chilimbi VLM AI4TS 96 4 0 21 Mar 2024
EDT: Improving Large Language Models' Generation by Entropy-based Dynamic Temperature Sampling Shimao Zhang Yu Bao Shujian Huang 71 9 0 21 Mar 2024
A Multimodal Approach to Device-Directed Speech Detection with Large Language Models Dominik Wagner Alexander W. Churchill Siddharth Sigtia Panayiotis Georgiou Matt Mirsamadi Aarshee Mishra Erik Marchi 96 6 0 21 Mar 2024
ERD: A Framework for Improving LLM Reasoning for Cognitive Distortion Classification Sehee Lim Yejin Kim Chi-Hyun Choi Jy-yong Sohn Byung-Hoon Kim 62 5 0 21 Mar 2024
Empowering Segmentation Ability to Multi-modal Large Language Models Yuqi Yang Peng-Tao Jiang Jing Wang Hao Zhang Kai Zhao Jinwei Chen Yue Liu LRM VLM 93 4 0 21 Mar 2024
AI and Memory Wall A. Gholami Z. Yao Sehoon Kim Coleman Hooper Michael W. Mahoney Kurt Keutzer 84 163 0 21 Mar 2024
Empowering Personalized Learning through a Conversation-based Tutoring System with Student Modeling Minju Park Sojung Kim Seunghyun Lee Soonwoo Kwon Kyuseok Kim AI4Ed 95 32 0 21 Mar 2024
Defending Against Indirect Prompt Injection Attacks With Spotlighting Keegan Hines Gary Lopez Matthew Hall Federico Zarfati Yonatan Zunger Emre Kiciman AAML SILM 102 51 0 20 Mar 2024
VL-Mamba: Exploring State Space Models for Multimodal Learning Yanyuan Qiao Zheng Yu Longteng Guo Sihan Chen Zijia Zhao Mingzhen Sun Qi Wu Jing Liu Mamba 121 72 0 20 Mar 2024
Improved Baselines for Data-efficient Perceptual Augmentation of LLMs Théophane Vallaeys Mustafa Shukor Matthieu Cord Jakob Verbeek 113 13 0 20 Mar 2024
HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models Wenqiao Zhang Tianwei Lin Jiang Liu Fangxun Shu Haoyuan Li ... Zheqi Lv Hao Jiang Juncheng Li Siliang Tang Yueting Zhuang VLM MLLM 104 6 0 20 Mar 2024
Clinical information extraction for Low-resource languages with Few-shot learning using Pre-trained language models and Prompting Phillip Richter-Pechanski Philipp Wiesenbach Dominic M. Schwab Christina Kiriakou Nicolas Geis Christoph Dieterich Anette Frank 80 7 0 20 Mar 2024