Title
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 212 61 0 23 Apr 2024
Insights into Alignment: Evaluating DPO and its Variants Across Multiple Tasks Amir Saeidi Shivanshu Verma Chitta Baral Chitta Baral ALM 112 26 0 23 Apr 2024
Language in Vivo vs. in Silico: Size Matters but Larger Language Models Still Do Not Comprehend Language on a Par with Humans Due to Impenetrable Semantic Reference Vittoria Dentella Fritz Guenther Evelina Leivada ELM 98 2 0 23 Apr 2024
A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications Wenbo Shang Xin Huang 126 9 0 23 Apr 2024
Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Solvers for Math Word Problems Qihuang Zhong Kang Wang Ziyang Xu Juhua Liu Liang Ding Bo Du LRM AIMat 164 4 0 23 Apr 2024
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding Hansi Zeng Chen Luo Hamed Zamani 83 16 0 22 Apr 2024
Integrating Disambiguation and User Preferences into Large Language Models for Robot Motion Planning Mohammed Abugurain Shinkyu Park 56 1 0 22 Apr 2024
Narrative Action Evaluation with Prompt-Guided Multimodal Interaction Shiyi Zhang Sule Bai Guangyi Chen Lei Chen Jiwen Lu Junle Wang Yansong Tang 103 10 0 22 Apr 2024
A Survey on Self-Evolution of Large Language Models Zhengwei Tao Ting-En Lin Xiancai Chen Hangyu Li Yuchuan Wu Yongbin Li Zhi Jin Fei Huang Dacheng Tao Jingren Zhou LRM LM&Ro 101 27 0 22 Apr 2024
Automated Long Answer Grading with RiceChem Dataset Shashank Sonkar Kangqi Ni Lesa Tran Lu Kristi Kincaid John S. Hutchinson Richard G. Baraniuk 83 9 0 22 Apr 2024
Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels Jan-Philipp Fränken E. Zelikman Rafael Rafailov Kanishk Gandhi Tobias Gerstenberg Noah D. Goodman 70 14 0 22 Apr 2024
A Survey on Efficient Inference for Large Language Models Zixuan Zhou Xuefei Ning Ke Hong Tianyu Fu Jiaming Xu ... Shengen Yan Guohao Dai Xiao-Ping Zhang Yuhan Dong Yu Wang 173 99 0 22 Apr 2024
An Artificial Neuron for Enhanced Problem Solving in Large Language Models Sumedh Rasal LLMAG 72 0 0 22 Apr 2024
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? D. Zhu Pinzhen Chen Miaoran Zhang Barry Haddow Xiaoyu Shen Dietrich Klakow 73 14 0 22 Apr 2024
Mechanistic Interpretability for AI Safety -- A Review Leonard Bereska E. Gavves AI4CE 139 158 0 22 Apr 2024
Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering Jiapeng Li Runze Liu Yabo Liu Tong Zhou Mingling Li Xiang Chen LRM 93 3 0 22 Apr 2024
Information Re-Organization Improves Reasoning in Large Language Models Xiaoxia Cheng Zeqi Tan Wei Xue Weiming Lu LRM 64 2 0 22 Apr 2024
Protecting Your LLMs with Information Bottleneck Zichuan Liu Zefan Wang Linjie Xu Jinyu Wang Lei Song Tianchun Wang Chunlin Chen Wei Cheng Jiang Bian KELM AAML 119 18 0 22 Apr 2024
Generating Attractive and Authentic Copywriting from Customer Reviews Yu-Xiang Lin Wei-Yun Ma 85 2 0 22 Apr 2024
Filtered Direct Preference Optimization Tetsuro Morimura Mitsuki Sakamoto Yuu Jinnai Kenshi Abe Kaito Air 121 15 0 22 Apr 2024
FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization Zhaopeng Gu Bingke Zhu Guibo Zhu Yingying Chen Hao Li Ming Tang Jinqiao Wang 130 20 0 21 Apr 2024
NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding Chunkit Chan Cheng Jiayang Yauwai Yim Zheye Deng Wei Fan Haoran Li Xin Liu Hongming Zhang Weiqi Wang Yangqiu Song LLMAG 77 26 0 21 Apr 2024
The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions Eric Wallace Kai Y. Xiao R. Leike Lilian Weng Johannes Heidecke Alex Beutel SILM 122 141 0 19 Apr 2024
Action Contextualization: Adaptive Task Planning and Action Tuning using Large Language Models Sthithpragya Gupta Kunpeng Yao Loic Niederhauser A. Billard 101 1 0 19 Apr 2024
Purposer: Putting Human Motion Generation in Context Nicolas Ugrinovic Thomas Lucas Fabien Baradel Philippe Weinzaepfel Grégory Rogez Francesc Moreno-Noguer DiffM 98 2 0 19 Apr 2024
Physical Backdoor Attack can Jeopardize Driving with Vision-Large-Language Models Zhenyang Ni Rui Ye Yuxian Wei Zhen Xiang Yanfeng Wang Siheng Chen AAML 98 13 0 19 Apr 2024
Beyond Human Norms: Unveiling Unique Values of Large Language Models through Interdisciplinary Approaches Pablo Biedma Xiaoyuan Yi Linus Huang Maosong Sun Xing Xie PILM 103 6 0 19 Apr 2024
PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering Yihao Ding Kaixuan Ren Jiabin Huang Siwen Luo S. Han 86 1 0 19 Apr 2024
Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? Chengwei Qin Wenhan Xia Tan Wang Fangkai Jiao Yuchen Hu Bosheng Ding Ruirui Chen Shafiq Joty LRM 129 5 0 19 Apr 2024
UIClip: A Data-driven Model for Assessing User Interface Design Jason Wu Yi-Hao Peng Amanda Li Amanda Swearngin Jeffrey P. Bigham Jeffrey Nichols HAI 83 8 0 18 Apr 2024
MedThink: Explaining Medical Visual Question Answering via Multimodal Decision-Making Rationale Xiaotang Gai Chenyi Zhou Jiaxiang Liu Yang Feng Jian Wu Zuo-Qiang Liu MedIm 99 6 0 18 Apr 2024
Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment Zhaofeng Wu Ananth Balashankar Yoon Kim Jacob Eisenstein Ahmad Beirami 117 15 0 18 Apr 2024
Simultaneous Interpretation Corpus Construction by Large Language Models in Distant Language Pair Yusuke Sakai Mana Makinae Hidetaka Kamigaito Taro Watanabe 103 5 0 18 Apr 2024
Augmenting emotion features in irony detection with Large language modeling Yucheng Lin Yuhan Xia Yunfei Long 55 4 0 18 Apr 2024
FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom Yuanqin He Yan Kang Lixin Fan Qiang Yang 62 3 0 18 Apr 2024
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing Ye Tian Baolin Peng Linfeng Song Lifeng Jin Dian Yu Haitao Mi Dong Yu LRM ReLM 110 85 0 18 Apr 2024
OpenBezoar: Small, Cost-Effective and Open Models Trained on Mixes of Instruction Data Chandeepa Dissanayake Lahiru Lowe Sachith Gunasekara Yasiru Ratnayake MoE ALM 64 2 0 18 Apr 2024
Stance Detection on Social Media with Fine-Tuned Large Language Models Ilker Gül R. Lebret Karl Aberer 49 9 0 18 Apr 2024
From Form(s) to Meaning: Probing the Semantic Depths of Language Models Using Multisense Consistency Xenia Ohmer Elia Bruni Dieuwke Hupkes AI4CE 113 7 0 18 Apr 2024
mABC: multi-Agent Blockchain-Inspired Collaboration for root cause analysis in micro-services architecture Wei Emma Zhang Hongcheng Guo Jian Yang Yi Zhang Chaoran Yan ... Chao Chen Yi Liang Xu Shi Liangfan Zheng Bowei Zhang 92 10 0 18 Apr 2024
Uncovering Safety Risks of Large Language Models through Concept Activation Vector Zhihao Xu Ruixuan Huang Changyu Chen Shuai Wang Xiting Wang LLMSV 101 27 0 18 Apr 2024
Token-level Direct Preference Optimization Yongcheng Zeng Guoqing Liu Weiyu Ma Ning Yang Haifeng Zhang Jun Wang 116 64 0 18 Apr 2024
EVIT: Event-Oriented Instruction Tuning for Event Reasoning Zhengwei Tao Xiancai Chen Zhi Jin Xiaoying Bai Haiyan Zhao Yiwei Lou 109 3 0 18 Apr 2024
Exploring the landscape of large language models: Foundations, techniques, and challenges M. Moradi Ke Yan David Colwell Matthias Samwald Rhona Asgari OffRL 67 2 0 18 Apr 2024
Aligning Language Models to Explicitly Handle Ambiguity Sungmin Cho Youna Kim Cheonbok Park Junyeob Kim Choonghyun Park Kang Min Yoo Sang-goo Lee Taeuk Kim 104 22 0 18 Apr 2024
The devil is in the object boundary: towards annotation-free instance segmentation using Foundation Models Cheng Shi Sibei Yang VLM 96 4 0 18 Apr 2024
AgentCoord: Visually Exploring Coordination Strategy for LLM-based Multi-Agent Collaboration Bo Pan Jiaying Lu Ke Wang Li Zheng Zhen Wen Yingchaojie Feng Minfeng Zhu Wei Chen LLMAG 106 17 0 18 Apr 2024
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment Geyu Lin Bin Wang Zhengyuan Liu Nancy F. Chen 148 8 0 18 Apr 2024
A Survey of Automatic Hallucination Evaluation on Natural Language Generation Siya Qi Yulan He Yulan He Zheng Yuan LRM HILM 101 1 0 18 Apr 2024
Behavior Alignment: A New Perspective of Evaluating LLM-based Conversational Recommendation Systems Dayu Yang F. Chen Hui Fang ALM 85 11 0 17 Apr 2024