Title
Derivative-Free Optimization for Low-Rank Adaptation in Large Language Models Feihu Jin Yin Liu Ying Tan 35 3 0 04 Mar 2024
Differentially Private Synthetic Data via Foundation Model APIs 2: Text Chulin Xie Zinan Lin A. Backurs Sivakanth Gopi Da Yu ... Haotian Jiang Huishuai Zhang Yin Tat Lee Bo Li Sergey Yekhanin SyDa 63 34 0 04 Mar 2024
SynCode: LLM Generation with Grammar Augmentation Shubham Ugare Tarun Suresh Hangoo Kang Sasa Misailovic Gagandeep Singh 40 12 0 03 Mar 2024
Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey Qizhi Pei Lijun Wu Kaiyuan Gao Jinhua Zhu Yue Wang Zun Wang Tao Qin Rui Yan AI4CE 62 19 0 03 Mar 2024
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts Yijun Yang Ruiyuan Gao Xiao Yang Qiang Xu Qiang Xu 32 15 0 03 Mar 2024
GPTSee: Enhancing Moment Retrieval and Highlight Detection via Description-Based Similarity Features Yunzhuo Sun Yifang Xu Zien Xie Yukun Shu Sidan Du 38 6 0 03 Mar 2024
MovieLLM: Enhancing Long Video Understanding with AI-Generated Movies Zhende Song Chenchen Wang Jiamu Sheng C. Zhang Gang Yu Jiayuan Fan Tao Chen VGen 37 19 0 03 Mar 2024
Automatic Question-Answer Generation for Long-Tail Knowledge Rohan Kumar Youngmin Kim Sunitha Ravi Haitian Sun Christos Faloutsos Ruslan Salakhutdinov Minji Yoon 25 8 0 03 Mar 2024
Large Language Multimodal Models for 5-Year Chronic Disease Cohort Prediction Using EHR Data Jun-En Ding Phan Nguyen Minh Thao Wen-Chih Peng Jian-Zhe Wang Chun-Cheng Chug ... Dongsheng Luo Chi-Te Wang Pei-fu Chen Feng Liu Fang-Ming Hung LM&MA 49 4 0 02 Mar 2024
IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact Ruikang Liu Haoli Bai Haokun Lin Yuening Li Han Gao Zheng-Jun Xu Lu Hou Jun Yao Chun Yuan MQ 23 29 0 02 Mar 2024
API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access Jiayuan Su Jing Luo Hongwei Wang Lu Cheng 84 16 0 02 Mar 2024
Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment Luyao Wang Pengnian Qi Xigang Bao Chunlai Zhou Biao Qin 41 9 0 02 Mar 2024
Balancing Exploration and Exploitation in LLM using Soft RLLF for Enhanced Negation Understanding Ha-Thanh Nguyen Ken Satoh 55 3 0 02 Mar 2024
STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models Linhai Zhang Jialong Wu Deyu Zhou Guoqiang Xu 30 4 0 02 Mar 2024
FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis Songhua Yang Xinke Jiang Hanjie Zhao Wenxuan Zeng Hongde Liu Yuxiang Jia 39 4 0 02 Mar 2024
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models Vithursan Thangarasa Mahmoud Salem Shreyas Saxena Kevin Leong Joel Hestness Sean Lie MedIm 40 1 0 01 Mar 2024
Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training Qingyan Guo Rui Wang Junliang Guo Xu Tan Jiang Bian Yujiu Yang LRM 24 5 0 01 Mar 2024
DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models Kedi Chen Qin Chen Jie Zhou Yishen He Liang He HILM 50 1 0 01 Mar 2024
VisionLLaMA: A Unified LLaMA Backbone for Vision Tasks Xiangxiang Chu Jianlin Su Bo Zhang Chunhua Shen MLLM 49 10 0 01 Mar 2024
HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding Zhaorun Chen Zhuokai Zhao Hongyin Luo Huaxiu Yao Bo Li Jiawei Zhou MLLM 46 60 0 01 Mar 2024
Gender Bias in Large Language Models across Multiple Languages Jinman Zhao Yitian Ding Chen Jia Yining Wang Zifan Qian 34 25 0 01 Mar 2024
Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models Lei Li Yuqi Wang Runxin Xu Peiyi Wang Xiachong Feng Lingpeng Kong Qi Liu 45 51 0 01 Mar 2024
Improving Socratic Question Generation using Data Augmentation and Preference Optimization Nischal Ashok Kumar Andrew Lan 43 8 0 01 Mar 2024
Large Convolutional Model Tuning via Filter Subspace Wei Chen Zichen Miao Qiang Qiu 62 3 0 01 Mar 2024
Standardizing the Measurement of Text Diversity: A Tool and a Comparative Analysis of Scores Chantal Shaib Joe Barrow Jiuding Sun Alexa F. Siu Byron C. Wallace A. Nenkova 79 33 0 01 Mar 2024
LLM-Ensemble: Optimal Large Language Model Ensemble Method for E-commerce Product Attribute Value Extraction Chenhao Fang Xiaohan Li Zezhong Fan Jianpeng Xu Kaushiki Nag Evren Körpeoglu Sushant Kumar Kannan Achan 19 36 0 29 Feb 2024
UNITS: A Unified Multi-Task Time Series Model Shanghua Gao Teddy Koker Owen Queen Thomas Hartvigsen Theodoros Tsiligkaridis Marinka Zitnik AI4TS 54 17 0 29 Feb 2024
FAC $^2$ E: Better Understanding Large Language Model Capabilities by Dissociating Language and Cognition Xiaoqiang Wang Bang Liu Lingfei Wu 44 0 0 29 Feb 2024
Resonance RoPE: Improving Context Length Generalization of Large Language Models Suyuchen Wang I. Kobyzev Peng Lu Mehdi Rezagholizadeh Bang Liu 43 11 0 29 Feb 2024
Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers Tsai-Shien Chen Aliaksandr Siarohin Willi Menapace Ekaterina Deyneka Hsiang-wei Chao ... Yuwei Fang Hsin-Ying Lee Jian Ren Ming-Hsuan Yang Sergey Tulyakov VGen 89 180 0 29 Feb 2024
The All-Seeing Project V2: Towards General Relation Comprehension of the Open World Weiyun Wang Yiming Ren Hao Luo Tiantong Li Chenxiang Yan ... Qingyun Li Lewei Lu Xizhou Zhu Yu Qiao Jifeng Dai MLLM 55 48 0 29 Feb 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 132 235 0 29 Feb 2024
Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models Chao Qian Jie Zhang Wei Yao Dongrui Liu Zhen-fei Yin Yu Qiao Yong Liu Jing Shao LLMSV LRM 57 13 0 29 Feb 2024
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models Soham De Samuel L. Smith Anushan Fernando Aleksandar Botev George-Christian Muraru ... David Budden Yee Whye Teh Razvan Pascanu Nando de Freitas Çağlar Gülçehre Mamba 61 117 0 29 Feb 2024
On the Scaling Laws of Geographical Representation in Language Models Nathan Godey Eric Villemonte de la Clergerie Benoît Sagot 51 6 0 29 Feb 2024
Navigating Hallucinations for Reasoning of Unintentional Activities Shresth Grover Vibhav Vineet Yogesh S Rawat LRM 57 1 0 29 Feb 2024
OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models Jenish Maharjan A. Garikipati N. Singh Leo Cyrus Mayank Sharma M. Ciobanu G. Barnes R. Thapa Q. Mao R. Das LM&MA ELM 42 26 0 29 Feb 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara Frank Breitinger Mark Scanlon 52 8 0 29 Feb 2024
SEED: Customize Large Language Models with Sample-Efficient Adaptation for Code Generation Xue Jiang Yihong Dong Zhi Jin Ge Li VLM 47 4 0 29 Feb 2024
WanJuan-CC: A Safe and High-Quality Open-sourced English Webtext Dataset Jiantao Qiu Haijun Lv Zhenjiang Jin Rui Wang Wenchang Ning ... Zhongying Tu Lin Dahua Yu Qiao Hang Yan Conghui He 49 6 0 29 Feb 2024
PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval He Zhu Wenjia Zhang Nuoxian Huang Boyang Li Luyao Niu ... Yicheng Tao Junyou Su Zhaoya Gong Chenyu Fang Xing Liu LLMAG 58 10 0 29 Feb 2024
GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers Qintong Li Leyang Cui Xueliang Zhao Lingpeng Kong Wei Bi LRM 45 49 0 29 Feb 2024
RiNALMo: General-Purpose RNA Language Models Can Generalize Well on Structure Prediction Tasks Rafael Josip Penić Tin Vlasic Roland G. Huber Yue Wan M. Šikić AI4CE 24 27 0 29 Feb 2024
Improving Legal Judgement Prediction in Romanian with Long Text Encoders Mihai Masala Traian Rebedea Horia Velicu AILaw 43 2 0 29 Feb 2024
Beyond Language Models: Byte Models are Digital World Simulators Shangda Wu Xu Tan Zili Wang Rui Wang Xiaobing Li Maosong Sun 35 12 0 29 Feb 2024
Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Model Hao-Ran Cheng Erjia Xiao Jindong Gu Le Yang Jinhao Duan Jize Zhang Jiahang Cao Kaidi Xu Renjing Xu 39 6 0 29 Feb 2024
Think Fast, Think Slow, Think Critical: Designing an Automated Propaganda Detection Tool L. Zavolokina Kilian Sprenkamp Zoya Katashinskaya Daniel Gordon Jones Gerhard Schwabe 45 13 0 29 Feb 2024
VIXEN: Visual Text Comparison Network for Image Difference Captioning Alexander Black Jing Shi Yifei Fai Tu Bui John Collomosse 52 5 0 29 Feb 2024
A SOUND APPROACH: Using Large Language Models to generate audio descriptions for egocentric text-audio retrieval Andreea-Maria Oncescu João F. Henriques Andrew Zisserman Samuel Albanie A. Sophia Koepke 38 5 0 29 Feb 2024
Percept, Chat, and then Adapt: Multimodal Knowledge Transfer of Foundation Models for Open-World Video Recognition Boyu Chen Siran Chen Kunchang Li Qinglin Xu Yu Qiao Yali Wang 34 3 0 29 Feb 2024