Title
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 43 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 37 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
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 137 381 0 09 Feb 2024
Rethinking Data Selection for Supervised Fine-Tuning Ming Shen 34 17 0 08 Feb 2024
Animated Stickers: Bringing Stickers to Life with Video Diffusion David Yan Winnie Zhang Luxin Zhang Anmol Kalia Dingkang Wang ... Guan Pang Ali K. Thabet Peter Vajda Amy Bearman Licheng Yu VGen DiffM 75 2 0 08 Feb 2024
DiscDiff: Latent Diffusion Model for DNA Sequence Generation Zehui Li Yuhao Ni W. Beardall Guoxuan Xia Akashaditya Das Guy-Bart Stan Yiren Zhao 35 7 0 08 Feb 2024
An Interactive Agent Foundation Model Zane Durante Bidipta Sarkar Ran Gong Rohan Taori Yusuke Noda ... Katsushi Ikeuchi Fei-Fei Li Jianfeng Gao Naoki Wake Qiuyuan Huang LM&Ro AI4CE LLMAG 91 16 0 08 Feb 2024
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue Xing Han Lù Zdeněk Kasner Siva Reddy 39 62 0 08 Feb 2024
On the Convergence of Zeroth-Order Federated Tuning for Large Language Models Zhenqing Ling Daoyuan Chen Liuyi Yao Yaliang Li Ying Shen FedML 66 12 0 08 Feb 2024
Large Language Model Meets Graph Neural Network in Knowledge Distillation Shengxiang Hu Guobing Zou Song Yang Yanglan Gan Bofeng Zhang Yixin Chen 59 7 0 08 Feb 2024
How do Transformers perform In-Context Autoregressive Learning? Michael E. Sander Raja Giryes Taiji Suzuki Mathieu Blondel Gabriel Peyré 52 9 0 08 Feb 2024
Limits of Transformer Language Models on Learning to Compose Algorithms Jonathan Thomm Aleksandar Terzić Giacomo Camposampiero Michael Hersche Bernhard Schölkopf Abbas Rahimi 68 3 0 08 Feb 2024
Examining Gender and Racial Bias in Large Vision-Language Models Using a Novel Dataset of Parallel Images Kathleen C. Fraser S. Kiritchenko 54 34 0 08 Feb 2024
SpiRit-LM: Interleaved Spoken and Written Language Model Tu Nguyen Benjamin Muller Bokai Yu Marta R. Costa-jussá Maha Elbayad ... Itai Gat Gabriel Synnaeve Juan Pino Benoît Sagot Emmanuel Dupoux AuLLM VLM 61 37 0 08 Feb 2024
Real-World Robot Applications of Foundation Models: A Review Kento Kawaharazuka T. Matsushima Andrew Gambardella Jiaxian Guo Chris Paxton Andy Zeng OffRL VLM LM&Ro 51 47 0 08 Feb 2024
TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation Yikai Zhang Siyu Yuan Caiyu Hu Kyle Richardson Yanghua Xiao Jiangjie Chen AI4CE LLMAG 37 13 0 08 Feb 2024
RepQuant: Towards Accurate Post-Training Quantization of Large Transformer Models via Scale Reparameterization Zhikai Li Xuewen Liu Jing Zhang Qingyi Gu MQ 54 7 0 08 Feb 2024
Question Aware Vision Transformer for Multimodal Reasoning Roy Ganz Yair Kittenplon Aviad Aberdam Elad Ben Avraham Oren Nuriel Shai Mazor Ron Litman 55 20 0 08 Feb 2024
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition Chen Chen Ruizhe Li Yuchen Hu Sabato Marco Siniscalchi Pin-Yu Chen Ensiong Chng Chao-Han Huck Yang 51 21 0 08 Feb 2024
Large Language Models for Psycholinguistic Plausibility Pretesting S. Amouyal A. Meltzer-Asscher Jonathan Berant ELM 38 6 0 08 Feb 2024
Accurate LoRA-Finetuning Quantization of LLMs via Information Retention Haotong Qin Xudong Ma Xingyu Zheng Xiaoyang Li Yang Zhang Shouda Liu Jie Luo Xianglong Liu Michele Magno MQ 28 37 0 08 Feb 2024
In-Context Principle Learning from Mistakes Tianjun Zhang Aman Madaan Luyu Gao Steven Zheng Swaroop Mishra Yiming Yang Niket Tandon Uri Alon KELM ReLM 38 24 0 08 Feb 2024
Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms in Large Language Models Feihu Jin Yifan Liu Ying Tan LRM ReLM LLMAG 35 11 0 08 Feb 2024
An Examination on the Effectiveness of Divide-and-Conquer Prompting in Large Language Models Yizhou Zhang Lun Du Defu Cao Qiang Fu Yan Liu LRM 33 7 0 08 Feb 2024
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models Chris Liu Renrui Zhang Longtian Qiu Siyuan Huang Weifeng Lin ... Hao Shao Pan Lu Hongsheng Li Yu Qiao Peng Gao MLLM 130 110 0 08 Feb 2024
JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs Junjie Chu Yugeng Liu Ziqing Yang Xinyue Shen Michael Backes Yang Zhang AAML 50 70 0 08 Feb 2024
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications Boyi Wei Kaixuan Huang Yangsibo Huang Tinghao Xie Xiangyu Qi Mengzhou Xia Prateek Mittal Mengdi Wang Peter Henderson AAML 63 89 0 07 Feb 2024
A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules? Agustinus Kristiadi Felix Strieth-Kalthoff Marta Skreta Pascal Poupart Alán Aspuru-Guzik Geoff Pleiss 53 21 0 07 Feb 2024
Pedagogical Alignment of Large Language Models Shashank Sonkar Kangqi Ni Sapana Chaudhary Richard G. Baraniuk AI4Ed 21 7 0 07 Feb 2024
An Enhanced Prompt-Based LLM Reasoning Scheme via Knowledge Graph-Integrated Collaboration Yihao Li Ru Zhang Jianyi Liu LRM 80 16 0 07 Feb 2024
Reconfidencing LLMs from the Grouping Loss Perspective Lihu Chen Alexandre Perez-Lebel Fabian M. Suchanek Gaël Varoquaux 200 8 0 07 Feb 2024
Prompting Implicit Discourse Relation Annotation Frances Yung Mansoor Ahmad Merel C. J. Scholman Vera Demberg LRM 27 1 0 07 Feb 2024
L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models Hyesung Jeon Yulhwa Kim Jae-Joon Kim MQ 34 4 0 07 Feb 2024
Data-efficient Large Vision Models through Sequential Autoregression Jianyuan Guo Zhiwei Hao Chengcheng Wang Yehui Tang Han Wu Han Hu Kai Han Chang Xu VLM 55 10 0 07 Feb 2024
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition Jinghui Lu Ziwei Yang Yanjie Wang Xuejing Liu Brian Mac Namee Can Huang MoE 73 5 0 07 Feb 2024
Guiding LLMs The Right Way: Fast, Non-Invasive Constrained Generation Luca Beurer-Kellner Marc Fischer Martin Vechev 55 39 0 07 Feb 2024
ApiQ: Finetuning of 2-Bit Quantized Large Language Model Baohao Liao Christian Herold Shahram Khadivi Christof Monz CLL MQ 67 12 0 07 Feb 2024
FaithLM: Towards Faithful Explanations for Large Language Models Yu-Neng Chuang Guanchu Wang Chia-Yuan Chang Ruixiang Tang Shaochen Zhong Fan Yang Mengnan Du Xuanting Cai Xia Hu LRM 77 0 0 07 Feb 2024
SPARQL Generation: an analysis on fine-tuning OpenLLaMA for Question Answering over a Life Science Knowledge Graph Julio Cesar Rangel Reyes T. M. Farias A. Sima Norio Kobayashi 32 13 0 07 Feb 2024