Title
CoLLaVO: Crayon Large Language and Vision mOdel Byung-Kwan Lee Beomchan Park Chae Won Kim Yonghyun Ro VLM MLLM 51 16 0 17 Feb 2024
ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs Yuhan Li Peisong Wang Zhixun Li Jeffrey Xu Yu Jia Li 37 40 0 17 Feb 2024
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents Wenkai Yang Xiaohan Bi Yankai Lin Sishuo Chen Jie Zhou Xu Sun LLMAG AAML 53 56 0 17 Feb 2024
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs Minh-Vuong Nguyen Linhao Luo Fatemeh Shiri Dinh Q. Phung Yuan-Fang Li Thuy-Trang Vu Gholamreza Haffari KELM LRM 34 10 0 17 Feb 2024
A Question Answering Based Pipeline for Comprehensive Chinese EHR Information Extraction Huaiyuan Ying Sheng Yu MedIm 27 0 0 17 Feb 2024
Contrastive Instruction Tuning Tianyi Yan Fei Wang James Y. Huang Wenxuan Zhou Fan Yin Aram Galstyan Wenpeng Yin Muhao Chen ALM 33 5 0 17 Feb 2024
Speculative Streaming: Fast LLM Inference without Auxiliary Models Nikhil Bhendawade Irina Belousova Qichen Fu Henry Mason Mohammad Rastegari Mahyar Najibi LRM 36 29 0 16 Feb 2024
BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering Haoyu Wang Ruirui Li Haoming Jiang Jinjin Tian Zhengyang Wang Chen Luo Xianfeng Tang Monica Cheng Tuo Zhao Jing Gao RALM KELM 46 17 0 16 Feb 2024
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models Zihao Lin Mohammad Beigi Hongxuan Li Yufan Zhou Yuxiang Zhang Qifan Wang Wenpeng Yin Lifu Huang KELM 31 8 0 16 Feb 2024
Whose Emotions and Moral Sentiments Do Language Models Reflect? Zihao He Siyi Guo Ashwin Rao Kristina Lerman 55 12 0 16 Feb 2024
Multi-modal preference alignment remedies regression of visual instruction tuning on language model Shengzhi Li Rongyu Lin Shichao Pei 45 22 0 16 Feb 2024
Universal Prompt Optimizer for Safe Text-to-Image Generation Zongyu Wu Hongcheng Gao Yueze Wang Xiang Zhang Suhang Wang EGVM 23 9 0 16 Feb 2024
Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond Yongqi Li Wenjie Wang Leigang Qu Liqiang Nie Wenjie Li Tat-Seng Chua 29 19 0 16 Feb 2024
EdgeQAT: Entropy and Distribution Guided Quantization-Aware Training for the Acceleration of Lightweight LLMs on the Edge Xuan Shen Zhenglun Kong Changdi Yang Zhaoyang Han Lei Lu ... Zhihao Shu Wei Niu Miriam Leeser Pu Zhao Yanzhi Wang MQ 60 18 0 16 Feb 2024
ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages Junjie Ye Sixian Li Guanyu Li Caishuang Huang Songyang Gao Yilong Wu Qi Zhang Tao Gui Xuanjing Huang LLMAG 38 17 0 16 Feb 2024
GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models Pengcheng Jiang Jiacheng Lin Zifeng Wang Jimeng Sun Jiawei Han 28 3 0 16 Feb 2024
An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference Atsuki Yamaguchi Aline Villavicencio Nikolaos Aletras 32 7 0 16 Feb 2024
Question-Instructed Visual Descriptions for Zero-Shot Video Question Answering David Romero Thamar Solorio 112 4 0 16 Feb 2024
Can Separators Improve Chain-of-Thought Prompting? Yoonjeong Park Hyunjin Kim Chanyeol Choi Junseong Kim Jy-yong Sohn LRM ReLM 26 2 0 16 Feb 2024
`Keep it Together': Enforcing Cohesion in Extractive Summaries by Simulating Human Memory Ronald Cardenas Matthias Shen Shay B. Cohen 29 0 0 16 Feb 2024
Enhancing Role-playing Systems through Aggressive Queries: Evaluation and Improvement Yihong Tang Jiao Ou Che Liu Fuzheng Zhang Di Zhang Kun Gai 53 4 0 16 Feb 2024
Retrieve Only When It Needs: Adaptive Retrieval Augmentation for Hallucination Mitigation in Large Language Models Hanxing Ding Liang Pang Zihao Wei Huawei Shen Xueqi Cheng HILM RALM 88 16 0 16 Feb 2024
Efficiency at Scale: Investigating the Performance of Diminutive Language Models in Clinical Tasks Niall Taylor U. Ghose Omid Rohanian Mohammadmahdi Nouriborji Andrey Kormilitzin David Clifton A. Nevado-Holgado LM&MA ALM 36 6 0 16 Feb 2024
SPAR: Personalized Content-Based Recommendation via Long Engagement Attention Chiyu Zhang Yifei Sun Jun Chen Jie Lei Muhammad Abdul-Mageed Sinong Wang Rong Jin Sem Park Ning Yao Bo Long RALM VLM 30 3 0 16 Feb 2024
Using Left and Right Brains Together: Towards Vision and Language Planning Jun Cen Chenfei Wu Xiao Liu Sheng-Siang Yin Yixuan Pei Jinglong Yang Qifeng Chen Nan Duan Jianguo Zhang 68 3 0 16 Feb 2024
Where is the answer? Investigating Positional Bias in Language Model Knowledge Extraction Kuniaki Saito Kihyuk Sohn Chen-Yu Lee Yoshitaka Ushiku 68 2 0 16 Feb 2024
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models Kang He Yinghan Long Kaushik Roy 33 2 0 15 Feb 2024
Analyzing the Roles of Language and Vision in Learning from Limited Data Allison Chen Ilia Sucholutsky Olga Russakovsky Thomas Griffiths VLM 34 2 0 15 Feb 2024
LAVE: LLM-Powered Agent Assistance and Language Augmentation for Video Editing Bryan Wang Yuliang Li Zhaoyang Lv Haijun Xia Yan Xu Raj Sodhi 37 43 0 15 Feb 2024
OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models Ali AhmadiTeshnizi Wenzhi Gao Madeleine Udell LLMAG 23 22 0 15 Feb 2024
Data Engineering for Scaling Language Models to 128K Context Yao Fu Yikang Shen Xinyao Niu Xiang Yue Hanna Hajishirzi Yoon Kim Hao-Chun Peng MoE 50 124 0 15 Feb 2024
Reusing Softmax Hardware Unit for GELU Computation in Transformers C. Peltekis K. Alexandridis G. Dimitrakopoulos 32 0 0 15 Feb 2024
GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving Jiaxin Zhang Zhong-Zhi Li Ming-Liang Zhang Fei Yin Cheng-Lin Liu Yashar Moshfeghi ELM LRM 48 19 0 15 Feb 2024
QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference Taesu Kim Jongho Lee Daehyun Ahn Sarang Kim Jiwoong Choi Minkyu Kim Hyungjun Kim 30 2 0 15 Feb 2024
Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence Weixiang Zhao Zhuojun Li Shilong Wang Yang Wang Yulin Hu Yanyan Zhao Chen Wei Bing Qin 24 4 0 15 Feb 2024
Self-Augmented In-Context Learning for Unsupervised Word Translation Yaoyiran Li Anna Korhonen Ivan Vulić 29 5 0 15 Feb 2024
Multi-word Tokenization for Sequence Compression Leonidas Gee Leonardo Rigutini Marco Ernandes Andrea Zugarini 18 8 0 15 Feb 2024
Paying Attention to Deflections: Mining Pragmatic Nuances for Whataboutism Detection in Online Discourse Khiem Phi Noushin Salek Faramarzi Chenlu Wang Ritwik Banerjee 26 0 0 15 Feb 2024
All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining Haihong Zhao Aochuan Chen Xiangguo Sun Hong Cheng Jia Li 47 36 0 15 Feb 2024
NutePrune: Efficient Progressive Pruning with Numerous Teachers for Large Language Models Shengrui Li Junzhe Chen Xueting Han Jing Bai 24 6 0 15 Feb 2024
Toward a Team of AI-made Scientists for Scientific Discovery from Gene Expression Data Haoyang Liu Yijiang Li Jinglin Jian Yuxuan Cheng Jianrong Lu Shuyi Guo Jinglei Zhu Mianchen Zhang Miantong Zhang Haohan Wang 21 4 0 15 Feb 2024
Efficient Prompt Optimization Through the Lens of Best Arm Identification Chengshuai Shi Kun Yang Zihan Chen Jundong Li Jing Yang Cong Shen 55 6 0 15 Feb 2024
How to Train Data-Efficient LLMs Noveen Sachdeva Benjamin Coleman Wang-Cheng Kang Jianmo Ni Lichan Hong Ed H. Chi James Caverlee Julian McAuley D. Cheng 34 55 0 15 Feb 2024
ProtChatGPT: Towards Understanding Proteins with Large Language Models Chao Wang Hehe Fan Ruijie Quan Yi Yang 37 14 0 15 Feb 2024
Answer is All You Need: Instruction-following Text Embedding via Answering the Question Letian Peng Yuwei Zhang Zilong Wang Jayanth Srinivasa Gaowen Liu Zihan Wang Jingbo Shang 46 7 0 15 Feb 2024
Representation Surgery: Theory and Practice of Affine Steering Shashwat Singh Shauli Ravfogel Jonathan Herzig Roee Aharoni Ryan Cotterell Ponnurangam Kumaraguru LLMSV 40 13 0 15 Feb 2024
Emerging Opportunities of Using Large Language Models for Translation Between Drug Molecules and Indications David Oniani Jordan Hilsman Chengxi Zang Junmei Wang Lianjin Cai Jan Zawala Yanshan Wang 26 7 0 14 Feb 2024
ABIDES-Economist: Agent-Based Simulation of Economic Systems with Learning Agents Kshama Dwarakanath Svitlana Vyetrenko P. Tavallali T. Balch 32 5 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 AAML 43 5 0 14 Feb 2024
AQA-Bench: An Interactive Benchmark for Evaluating LLMs' Sequential Reasoning Ability Siwei Yang Bingchen Zhao Cihang Xie LRM 19 6 0 14 Feb 2024