Title
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 335 54 0 23 May 2024
Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization Yihao Huang Chong Wang Xiaojun Jia Qing Guo Felix Juefei Xu Jian Zhang G. Pu Yang Liu 109 9 0 23 May 2024
Your Large Language Models Are Leaving Fingerprints Hope McGovern Rickard Stureborg Yoshi Suhara Dimitris Alikaniotis DeLMO 93 14 0 22 May 2024
WordGame: Efficient & Effective LLM Jailbreak via Simultaneous Obfuscation in Query and Response Tianrong Zhang Bochuan Cao Yuanpu Cao Lu Lin Prasenjit Mitra Jinghui Chen AAML 106 12 0 22 May 2024
Why Not Transform Chat Large Language Models to Non-English? Xiang Geng Ming Zhu Jiahuan Li Zhejian Lai Wei Zou ... Xinglin Lyu Min Zhang Jiajun Chen Hao Yang Shujian Huang 68 2 0 22 May 2024
Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models Qiji Zhou Ruochen Zhou Zike Hu Panzhong Lu Siyang Gao Yue Zhang LRM 106 17 0 22 May 2024
Dense Connector for MLLMs Huanjin Yao Wenhao Wu Taojiannan Yang Yuxin Song Mengxi Zhang Haocheng Feng Yifan Sun Zhiheng Li Wanli Ouyang Jingdong Wang MLLM VLM 102 25 0 22 May 2024
Do Language Models Enjoy Their Own Stories? Prompting Large Language Models for Automatic Story Evaluation Cyril Chhun Fabian M. Suchanek Chloé Clavel LRM 114 18 0 22 May 2024
Annotation-Efficient Preference Optimization for Language Model Alignment Yuu Jinnai Ukyo Honda 65 0 0 22 May 2024
LIRE: listwise reward enhancement for preference alignment Mingye Zhu Yi Liu Lei Zhang Junbo Guo Zhendong Mao 56 7 0 22 May 2024
Class-Conditional self-reward mechanism for improved Text-to-Image models Safouane El Ghazouali Arnaud Gucciardi Umberto Michelucci EGVM 46 0 0 22 May 2024
Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning Yuanhao Yue Chengyu Wang Jun Huang Peng Wang ALM 54 9 0 22 May 2024
Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction Tingchen Fu Deng Cai Lemao Liu Shuming Shi Rui Yan MoMe 166 13 0 22 May 2024
360Zhinao Technical Report 360Zhinao Team 67 0 0 22 May 2024
More Distinctively Black and Feminine Faces Lead to Increased Stereotyping in Vision-Language Models Messi H.J. Lee Jacob M. Montgomery Calvin K. Lai VLM 71 0 0 22 May 2024
DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying Guanghui Wang Dexi Liu Jian-Yun Nie Qizhi Wan Rong Hu Xiping Liu Wanlong Liu Jiaming Liu 334 0 0 22 May 2024
Curriculum Direct Preference Optimization for Diffusion and Consistency Models Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu N. Sebe Mubarak Shah EGVM 203 7 0 22 May 2024
Babysit A Language Model From Scratch: Interactive Language Learning by Trials and Demonstrations Ziqiao Ma Zekun Wang Joyce Chai 146 4 0 22 May 2024
How Reliable AI Chatbots are for Disease Prediction from Patient Complaints? Ayesha Siddika Nipu Sajjadul Islam Praveen Madiraju LM&MA AI4MH 57 4 0 21 May 2024
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs Bilgehan Sel Priya Shanmugasundaram Mohammad Kachuee Kun Zhou Ruoxi Jia Ming Jin LRM 53 3 0 21 May 2024
G-DIG: Towards Gradient-based Diverse and High-quality Instruction Data Selection for Machine Translation Xingyuan Pan Luyang Huang Liyan Kang Zhicheng Liu Yu Lu Shanbo Cheng ALM 135 15 0 21 May 2024
An Empirical Study and Analysis of Text-to-Image Generation Using Large Language Model-Powered Textual Representation Zhiyu Tan Mengping Yang Luozheng Qin Hao Yang Ye Qian Qiang-feng Zhou Cheng Zhang Hao Li 108 6 0 21 May 2024
Adversarial DPO: Harnessing Harmful Data for Reducing Toxicity with Minimal Impact on Coherence and Evasiveness in Dialogue Agents San Kim Gary Geunbae Lee AAML 126 3 0 21 May 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Hai-Tao Zheng Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 123 59 0 21 May 2024
SPO: Multi-Dimensional Preference Sequential Alignment With Implicit Reward Modeling Xingzhou Lou Junge Zhang Jian Xie Lifeng Liu Dong Yan Kaiqi Huang 96 13 0 21 May 2024
OLAPH: Improving Factuality in Biomedical Long-form Question Answering Minbyul Jeong Hyeon Hwang Chanwoong Yoon Taewhoo Lee Jaewoo Kang MedIm HILM LM&MA 123 12 0 21 May 2024
A Survey on Multi-modal Machine Translation: Tasks, Methods and Challenges Huangjun Shen Liangying Shao Wenbo Li Zhibin Lan Zhanyu Liu Jinsong Su 92 3 0 21 May 2024
Tagengo: A Multilingual Chat Dataset P. Devine 78 3 0 21 May 2024
The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG) Yucheng Cai Si Chen Yi Huang Junlan Feng Zhijian Ou 105 2 0 21 May 2024
Bridging the Intent Gap: Knowledge-Enhanced Visual Generation Yi Cheng Ziwei Xu Dongyun Lin Harry Cheng Yongkang Wong Ying Sun Joo Hwee Lim Mohan Kankanhalli 80 0 0 21 May 2024
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking James D. Finch Jinho D. Choi 70 0 0 21 May 2024
A Unified Linear Programming Framework for Offline Reward Learning from Human Demonstrations and Feedback Kihyun Kim Jiawei Zhang Asuman Ozdaglar P. Parrilo OffRL 147 2 0 20 May 2024
Diffusion for World Modeling: Visual Details Matter in Atari Eloi Alonso Adam Jelley Vincent Micheli Anssi Kanervisto Amos Storkey Tim Pearce Franccois Fleuret 112 69 0 20 May 2024
Fennec: Fine-grained Language Model Evaluation and Correction Extended through Branching and Bridging Xiaobo Liang Haoke Zhang Helan hu Juntao Li Jun Xu Min Zhang ALM 77 3 0 20 May 2024
Prompt Learning for Generalized Vehicle Routing Fei Liu Xi Lin Weiduo Liao Zhenkun Wang Qingfu Zhang Xialiang Tong Mingxuan Yuan VLM 86 3 0 20 May 2024
Imp: Highly Capable Large Multimodal Models for Mobile Devices Zhenwei Shao Zhou Yu Jun Yu Xuecheng Ouyang Lihao Zheng Zhenbiao Gai Mingyang Wang Jiajun Ding 67 11 0 20 May 2024
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models Tong Zhang Peixin Qin Yang Deng Chen Huang Wenqiang Lei Junhong Liu Dingnan Jin Hongru Liang Tat-Seng Chua 71 13 0 20 May 2024
Data Contamination Calibration for Black-box LLMs Wen-song Ye Jiaqi Hu Liyao Li Haobo Wang Gang Chen Junbo Zhao 64 9 0 20 May 2024
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation Chen Huang Yiping Jin Ilija Ilievski Wenqiang Lei Jiancheng Lv 87 3 0 20 May 2024
A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus Eduard Poesina Cornelia Caragea Radu Tudor Ionescu 80 6 0 20 May 2024
Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process Ermo Hua Biqing Qi Kaiyan Zhang Yue Yu Ning Ding Xingtai Lv Kai Tian Bowen Zhou 78 5 0 20 May 2024
TinyLLaVA Factory: A Modularized Codebase for Small-scale Large Multimodal Models Junlong Jia Ying Hu Xi Weng Yiming Shi Miao Li ... Baichuan Zhou Ziyu Liu Jie Luo Lei Huang Ji Wu 97 9 0 20 May 2024
OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework Jian Hu Xibin Wu Wei Shen OpenLLMAI Team Dehao Zhang ... Weikai Fang Xianyu Yu Cao Haotian Xu Yiming Liu VLM AI4CE 136 130 0 20 May 2024
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts Minghao Wu Jiahao Xu Yulin Yuan Gholamreza Haffari Longyue Wang Weihua Luo Kaifu Zhang LLMAG 184 27 0 20 May 2024
Your Transformer is Secretly Linear Anton Razzhigaev Matvey Mikhalchuk Elizaveta Goncharova Nikolai Gerasimenko Ivan Oseledets Denis Dimitrov Andrey Kuznetsov 81 6 0 19 May 2024
Hummer: Towards Limited Competitive Preference Dataset Li Jiang Yusen Wu Junwu Xiong Jingqing Ruan Yichuan Ding Qingpei Guo ZuJie Wen Jun Zhou Xiaotie Deng 91 7 0 19 May 2024
Simple-Sampling and Hard-Mixup with Prototypes to Rebalance Contrastive Learning for Text Classification Mengyu Li Yuqi Liu Fausto Giunchiglia Xiaoyue Feng Renchu Guan VLM 114 5 0 19 May 2024
SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations Fanfan Wang Heqing Ma Jianfei Yu Rui Xia Erik Cambria 103 24 0 19 May 2024
Comparisons Are All You Need for Optimizing Smooth Functions Chenyi Zhang Tongyang Li AAML 110 2 0 19 May 2024
MHPP: Exploring the Capabilities and Limitations of Language Models Beyond Basic Code Generation Jianbo Dai Jianqiao Lu Yunlong Feng Rongju Ruan Ming Cheng Haochen Tan Zhijiang Guo ELM LRM 113 16 0 19 May 2024