Title
How Secure Are Large Language Models (LLMs) for Navigation in Urban Environments? Congcong Wen Jiazhao Liang Shuaihang Yuan Hao Huang Geeta Chandra Raju Bethala Yu-Shen Liu Mengyu Wang Anthony Tzes Yi Fang AAML 49 5 0 14 Feb 2024
An Embarrassingly Simple Approach for LLM with Strong ASR Capacity Ziyang Ma Guanrou Yang Yifan Yang Zhifu Gao Jiaming Wang ... Fan Yu Qian Chen Siqi Zheng Shiliang Zhang Xie Chen AuLLM 55 42 0 13 Feb 2024
eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data Bo Peng Xinyi Ling Ziru Chen Huan Sun Xia Ning ELM 42 18 0 13 Feb 2024
InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment Jianing Wang Junda Wu Yupeng Hou Yao Liu Ming Gao Julian McAuley 43 33 0 13 Feb 2024
Mitigating Object Hallucination in Large Vision-Language Models via Classifier-Free Guidance Linxi Zhao Yihe Deng Weitong Zhang Quanquan Gu MLLM 42 30 0 13 Feb 2024
PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs Michael Dorkenwald Nimrod Barazani Cees G. M. Snoek Yuki M. Asano VLM MLLM 40 12 0 13 Feb 2024
Test-Time Backdoor Attacks on Multimodal Large Language Models Dong Lu Tianyu Pang Chao Du Qian Liu Xianjun Yang Min Lin AAML 84 21 0 13 Feb 2024
Can LLMs Learn New Concepts Incrementally without Forgetting? Junhao Zheng Shengjie Qiu Qianli Ma CLL 45 0 0 13 Feb 2024
A Systematic Review of Data-to-Text NLG Chinonso Osuji Thiago Castro Ferreira Brian Davis 45 1 0 13 Feb 2024
Evaluating the Data Model Robustness of Text-to-SQL Systems Based on Real User Queries Jonathan Fürst Catherine Kosten Farhad Nooralahzadeh Yi Zhang Kurt Stockinger LMTD 24 7 0 13 Feb 2024
Implicit Bias in Noisy-SGD: With Applications to Differentially Private Training Tom Sander Maxime Sylvestre Alain Durmus 36 1 0 13 Feb 2024
LoTa-Bench: Benchmarking Language-oriented Task Planners for Embodied Agents Jae-Woo Choi Youngwoo Yoon Hyobin Ong Jaehong Kim Minsu Jang 24 13 0 13 Feb 2024
LLaGA: Large Language and Graph Assistant Runjin Chen Tong Zhao Ajay Jaiswal Neil Shah Zhangyang Wang 34 57 0 13 Feb 2024
World Model on Million-Length Video And Language With Blockwise RingAttention Hao Liu Wilson Yan Matei A. Zaharia Pieter Abbeel VGen 59 66 0 13 Feb 2024
Addressing cognitive bias in medical language models Samuel Schmidgall Carl Harris Ime Essien Daniel Olshvang Tawsifur Rahman Ji Woong Kim Rojin Ziaei Jason K. Eshraghian Peter M Abadir Rama Chellappa ELM 43 23 0 12 Feb 2024
Large Language Models as Agents in Two-Player Games Yang Liu Peng Sun Hang Li LLMAG 45 3 0 12 Feb 2024
Efficient and Scalable Fine-Tune of Language Models for Genome Understanding Huixin Zhan Ying Nian Wu Zijun Zhang ALM 35 1 0 12 Feb 2024
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model Ahmet Üstün Viraat Aryabumi Zheng-Xin Yong Wei-Yin Ko Daniel D'souza ... Shayne Longpre Niklas Muennighoff Marzieh Fadaee Julia Kreutzer Sara Hooker ALM ELM SyDa LRM 40 202 0 12 Feb 2024
Tailoring Education with GenAI: A New Horizon in Lesson Planning K. Karpouzis Dimitris Pantazatos Joanna Taouki Kalliopi Meli 30 9 0 12 Feb 2024
Differentially Private Zeroth-Order Methods for Scalable Large Language Model Finetuning Zhicheng Liu Jian Lou Wenxuan Bao Yihan Hu Baochun Li Zhan Qin K. Ren 47 7 0 12 Feb 2024
Tuning-Free Stochastic Optimization Ahmed Khaled Chi Jin 37 7 0 12 Feb 2024
TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection Hui Liu Wenya Wang Haoru Li Haoliang Li 49 3 0 12 Feb 2024
Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model Mikail Khona Maya Okawa Jan Hula Rahul Ramesh Kento Nishi Robert P. Dick Ekdeep Singh Lubana Hidenori Tanaka 46 5 0 12 Feb 2024
Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models Jiacheng Ye Shansan Gong Liheng Chen Lin Zheng Jiahui Gao ... Chuan Wu Xin Jiang Zhenguo Li Wei Bi Lingpeng Kong DiffM LRM AI4CE 64 14 0 12 Feb 2024
Asking Multimodal Clarifying Questions in Mixed-Initiative Conversational Search Yifei Yuan Clemencia Siro Mohammad Aliannejadi Maarten de Rijke Wai Lam 39 8 0 12 Feb 2024
Anchor-based Large Language Models Jianhui Pang Fanghua Ye Derek F. Wong Xin He Wanshun Chen Longyue Wang KELM 82 9 0 12 Feb 2024
Only the Curve Shape Matters: Training Foundation Models for Zero-Shot Multivariate Time Series Forecasting through Next Curve Shape Prediction Cheng Feng Long Huang Denis Krompass AI4TS 48 5 0 12 Feb 2024
Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English Xiao Zhang Ruoyu Xiang Chenhan Yuan Duanyu Feng Weiguang Han ... Xiao-Yang Liu Sophia Ananiadou Min Peng Jimin Huang Qianqian Xie 44 6 0 12 Feb 2024
VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization Dongsheng Zhu Xunzhu Tang Weidong Han Jinghui Lu Yukun Zhao Guoliang Xing Junfeng Wang Dawei Yin VLM MLLM 60 7 0 12 Feb 2024
Exploring Perceptual Limitation of Multimodal Large Language Models Jiarui Zhang Jinyi Hu Mahyar Khayatkhoei Filip Ilievski Maosong Sun LRM 43 10 0 12 Feb 2024
Insights into Natural Language Database Query Errors: From Attention Misalignment to User Handling Strategies Zheng Ning Yuan Tian Zheng Zhang Tianyi Zhang Tao Li 76 6 0 11 Feb 2024
Previously on the Stories: Recap Snippet Identification for Story Reading JiangNan Li Qiujing Wang Liyan Xu Wenjie Pang Mo Yu Zheng Lin Weiping Wang Jie Zhou 52 3 0 11 Feb 2024
Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy Simon Ging M. A. Bravo Thomas Brox VLM 75 11 0 11 Feb 2024
CPSDBench: A Large Language Model Evaluation Benchmark and Baseline for Chinese Public Security Domain Xin Tong Bo Jin Zhi Lin Binjun Wang Ting Yu Qiang Cheng ELM 53 0 0 11 Feb 2024
A Benchmark for Multi-modal Foundation Models on Low-level Vision: from Single Images to Pairs Zicheng Zhang Haoning Wu Erli Zhang Guangtao Zhai Weisi Lin VLM 29 8 0 11 Feb 2024
Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue Jian Wang Chak Tou Leong Jiashuo Wang Dongding Lin Wenjie Li Xiao-Yong Wei 62 7 0 10 Feb 2024
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning Rui Ye Wenhao Wang Jingyi Chai Dihan Li Zexi Li Yinda Xu Yaxin Du Yanfeng Wang Siheng Chen ALM FedML AIFin 27 81 0 10 Feb 2024
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators Yuchen Hu Chen Chen Chao-Han Huck Yang Ruizhe Li Dong Zhang Zhehuai Chen Eng Siong Chng 25 21 0 10 Feb 2024
Sentinels of the Stream: Unleashing Large Language Models for Dynamic Packet Classification in Software Defined Networks -- Position Paper Shariq Murtuza 37 1 0 10 Feb 2024
Reasoning Grasping via Multimodal Large Language Model Shiyu Jin Jinxuan Xu Yutian Lei Liangjun Zhang LRM 47 20 0 09 Feb 2024
Is it safe to cross? Interpretable Risk Assessment with GPT-4V for Safety-Aware Street Crossing Hochul Hwang Sunjae Kwon Yekyung Kim Donghyun Kim 32 11 0 09 Feb 2024
Large Language Models for Captioning and Retrieving Remote Sensing Images João Daniel Silva João Magalhães D. Tuia Bruno Martins 46 29 0 09 Feb 2024
StruQ: Defending Against Prompt Injection with Structured Queries Sizhe Chen Julien Piet Chawin Sitawarin David Wagner SILM AAML 40 72 0 09 Feb 2024
LLaVA-Docent: Instruction Tuning with Multimodal Large Language Model to Support Art Appreciation Education Unggi Lee Minji Jeon Yunseo Lee Gyuri Byun Yoorim Son Jaeyoon Shin Hongkyu Ko Hyeoncheol Kim 29 8 0 09 Feb 2024
On the Efficacy of Eviction Policy for Key-Value Constrained Generative Language Model Inference Siyu Ren Kenny Q. Zhu 31 27 0 09 Feb 2024
ScreenAgent: A Vision Language Model-driven Computer Control Agent Runliang Niu Jindong Li Shiqi Wang Yali Fu Xiyu Hu Xueyuan Leng He Kong Yi Chang Qi Wang LLMAG MLLM LM&Ro 66 40 0 09 Feb 2024
Learn To be Efficient: Build Structured Sparsity in Large Language Models Haizhong Zheng Xiaoyan Bai Xueshen Liu Z. Morley Mao Beidi Chen Fan Lai Atul Prakash 74 11 0 09 Feb 2024
ViGoR: Improving Visual Grounding of Large Vision Language Models with Fine-Grained Reward Modeling Siming Yan Min Bai Weifeng Chen Xiong Zhou Qixing Huang Erran L. Li VLM 25 19 0 09 Feb 2024
FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models Ruiyang Qin Yuting Hu Zheyu Yan Jinjun Xiong Ahmed Abbasi Yiyu Shi 39 7 0 09 Feb 2024
EntGPT: Entity Linking with Generative Large Language Models Yifan Ding Amrit Poudel Qingkai Zeng Tim Weninger Balaji Veeramani Sanmitra Bhattacharya ReLM KELM LRM 51 4 0 09 Feb 2024