Title
Massively Multi-Cultural Knowledge Acquisition & LM Benchmarking Yi R. Fung Ruining Zhao Jae Doo Chenkai Sun Heng Ji 42 27 0 14 Feb 2024
Copyright Traps for Large Language Models Matthieu Meeus Igor Shilov Manuel Faysse Yves-Alexandre de Montjoye 43 18 0 14 Feb 2024
DoRA: Weight-Decomposed Low-Rank Adaptation Shih-yang Liu Chien-Yi Wang Hongxu Yin Pavlo Molchanov Yu-Chiang Frank Wang Kwang-Ting Cheng Min-Hung Chen 49 349 0 14 Feb 2024
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization Feifan Song Yuxuan Fan Xin Zhang Peiyi Wang Houfeng Wang 37 8 0 14 Feb 2024
Leveraging Large Language Models for Enhanced NLP Task Performance through Knowledge Distillation and Optimized Training Strategies Yining Huang Keke Tang Meilian Chen 32 10 0 14 Feb 2024
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation Xiaoying Zhang Baolin Peng Ye Tian Jingyan Zhou Lifeng Jin Linfeng Song Haitao Mi Helen Meng HILM 45 45 0 14 Feb 2024
Exploring the Relationship: Transformative Adaptive Activation Functions in Comparison to Other Activation Functions Vladimír Kunc 29 1 0 14 Feb 2024
Learning Interpretable Concepts: Unifying Causal Representation Learning and Foundation Models Goutham Rajendran Simon Buchholz Bryon Aragam Bernhard Schölkopf Pradeep Ravikumar AI4CE 102 21 0 14 Feb 2024
Ten Words Only Still Help: Improving Black-Box AI-Generated Text Detection via Proxy-Guided Efficient Re-Sampling Yuhui Shi Qiang Sheng Juan Cao Hao Mi Beizhe Hu Danding Wang 37 13 0 14 Feb 2024
OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM Yutao Hu Tian-Xin Li Quanfeng Lu Wenqi Shao Junjun He Yu Qiao Ping Luo ELM LM&MA 37 54 0 14 Feb 2024
Instruction Backdoor Attacks Against Customized LLMs Rui Zhang Hongwei Li Rui Wen Wenbo Jiang Yuan Zhang Michael Backes Yun Shen Yang Zhang AAML SILM 35 25 0 14 Feb 2024
AgentLens: Visual Analysis for Agent Behaviors in LLM-based Autonomous Systems Jiaying Lu Bo Pan Jieyi Chen Yingchaojie Feng Jingyuan Hu Yuchen Peng Wei Chen 47 13 0 14 Feb 2024
Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers Junhan Kim Kyungphil Park Chungman Lee Ho-Young Kim Joonyoung Kim Yongkweon Jeon MQ 33 2 0 14 Feb 2024
Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding Alessandro Achille Greg Ver Steeg Tian Yu Liu Matthew Trager Carson Klingenberg Stefano Soatto 38 1 0 14 Feb 2024
Large Language Model with Graph Convolution for Recommendation Yingpeng Du Ziteng Wang Zhu Sun Haoyan Chua Hongzhi Liu Zhonghai Wu Yining Ma Jie Zhang Youchen Sun 43 8 0 14 Feb 2024
How Secure Are Large Language Models (LLMs) for Navigation in Urban Environments? Congcong Wen Jiazhao Liang Shuaihang Yuan Hao Huang Yi Fang Yu-Shen Liu Mengyu Wang Anthony Tzes Yi Fang AAML 43 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 41 0 13 Feb 2024
eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data B. 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 37 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 33 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 35 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 63 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 21 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 19 13 0 13 Feb 2024
LLaGA: Large Language and Graph Assistant Runjin Chen Tong Zhao Ajay Jaiswal Neil Shah Zhangyang Wang 28 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 44 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 40 200 0 12 Feb 2024
Tailoring Education with GenAI: A New Horizon in Lesson Planning K. Karpouzis Dimitris Pantazatos Joanna Taouki Kalliopi Meli 30 8 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 44 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 34 8 0 12 Feb 2024
Anchor-based Large Language Models Jianhui Pang Fanghua Ye Derek F. Wong Xin He Wanshun Chen Longyue Wang KELM 61 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 36 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 31 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 60 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 51 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 41 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