Title
Dataflow-Guided Retrieval Augmentation for Repository-Level Code Completion Wei Cheng Yuhan Wu Wei Hu 74 12 0 30 May 2024
Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding Kuo Liao Shuang Li Meng Zhao Liqun Liu Mengge Xue Zhenyu Hu Honglin Han Chengguo Yin 86 1 0 30 May 2024
X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions Chong Li Wen Yang Jiajun Zhang Jinliang Lu Shaonan Wang Chengqing Zong 105 9 0 30 May 2024
Beyond Imitation: Learning Key Reasoning Steps from Dual Chain-of-Thoughts in Reasoning Distillation Chengwei Dai Kun Li Wei Zhou Song Hu LRM 98 7 0 30 May 2024
Enhancing Large Vision Language Models with Self-Training on Image Comprehension Yihe Deng Pan Lu Fan Yin Ziniu Hu Sheng Shen James Zou Kai-Wei Chang Wei Wang SyDa VLM LRM 100 46 0 30 May 2024
Designing Prompt Analytics Dashboards to Analyze Student-ChatGPT Interactions in EFL Writing Minsun Kim Seong-Chul Kim Suyoun Lee Yoosang Yoon Jun-Hee Myung ... So-Yeon Ahn Juho Kim Alice Oh Hwajung Hong Tak Yeon Lee 82 5 0 30 May 2024
Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models Masatoshi Uehara Yulai Zhao Ehsan Hajiramezanali Gabriele Scalia Gökçen Eraslan Avantika Lal Sergey Levine Tommaso Biancalani 133 16 0 30 May 2024
Why Larger Language Models Do In-context Learning Differently? Zhenmei Shi Junyi Wei Zhuoyan Xu Yingyu Liang 81 26 0 30 May 2024
Defensive Prompt Patch: A Robust and Interpretable Defense of LLMs against Jailbreak Attacks Chen Xiong Xiangyu Qi Pin-Yu Chen Tsung-Yi Ho AAML 124 22 0 30 May 2024
Is In-Context Learning Sufficient for Instruction Following in LLMs? Hao Zhao Maksym Andriushchenko Francesco Croce Nicolas Flammarion 130 14 0 30 May 2024
Dr-LLaVA: Visual Instruction Tuning with Symbolic Clinical Grounding Shenghuan Sun Gregory M. Goldgof Alexander Schubert Zhiqing Sun Thomas Hartvigsen A. Butte Ahmed Alaa LM&MA 80 4 0 29 May 2024
Unlearning Climate Misinformation in Large Language Models Michael Fore Simranjit Singh Chaehong Lee Amritanshu Pandey Antonios Anastasopoulos Dimitrios Stamoulis MU 114 1 0 29 May 2024
Quo Vadis ChatGPT? From Large Language Models to Large Knowledge Models V. Venkatasubramanian Arijit Chakraborty 64 13 0 29 May 2024
Cascade-Aware Training of Language Models Congchao Wang Sean Augenstein Keith Rush Wittawat Jitkrittum Harikrishna Narasimhan A. S. Rawat A. Menon Alec Go 86 4 0 29 May 2024
One-Shot Safety Alignment for Large Language Models via Optimal Dualization Xinmeng Huang Shuo Li Yan Sun Osbert Bastani Hamed Hassani Dongsheng Ding 91 10 0 29 May 2024
AI Risk Management Should Incorporate Both Safety and Security Xiangyu Qi Yangsibo Huang Yi Zeng Edoardo Debenedetti Jonas Geiping ... Chaowei Xiao Yue Liu Dawn Song Peter Henderson Prateek Mittal AAML 117 12 0 29 May 2024
Crowdsourcing with Difficulty: A Bayesian Rating Model for Heterogeneous Items Seong Woo Han Ozan Adigüzel Bob Carpenter 59 0 0 29 May 2024
Participation in the age of foundation models Harini Suresh Emily Tseng Meg Young Mary L. Gray Emma Pierson Karen Levy 99 29 0 29 May 2024
Self-Exploring Language Models: Active Preference Elicitation for Online Alignment Shenao Zhang Donghan Yu Hiteshi Sharma Ziyi Yang Shuohang Wang Hany Hassan Zhaoran Wang LRM 101 38 0 29 May 2024
PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications Dingkang Yang Jinjie Wei Dongling Xiao Shunli Wang Tong Wu ... Yue Jiang Qingyao Xu Ke Li Peng Zhai Lihua Zhang LM&MA 111 11 0 29 May 2024
Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models Zhanhui Zhou Zhixuan Liu Jie Liu Zhichen Dong Chao Yang Yu Qiao ALM 109 27 0 29 May 2024
ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning Ruchika Chavhan Da Li Timothy M. Hospedales 96 16 0 29 May 2024
Offline Regularised Reinforcement Learning for Large Language Models Alignment Pierre Harvey Richemond Yunhao Tang Daniel Guo Daniele Calandriello M. G. Azar ... Gil Shamir Rishabh Joshi Tianqi Liu Rémi Munos Bilal Piot OffRL 121 29 0 29 May 2024
Cracking the Code of Juxtaposition: Can AI Models Understand the Humorous Contradictions Zhe Hu Tuo Liang Jing Li Yiren Lu Yunlai Zhou Yiran Qiao Jing Ma Yu Yin 90 3 0 29 May 2024
Are You Sure? Rank Them Again: Repeated Ranking For Better Preference Datasets Peter Devine ALM 92 3 0 29 May 2024
Kestrel: Point Grounding Multimodal LLM for Part-Aware 3D Vision-Language Understanding Junjie Fei Mahmoud Ahmed Jian Ding Eslam Mohamed Bakr Mohamed Elhoseiny 67 4 0 29 May 2024
Language Generation with Strictly Proper Scoring Rules Chenze Shao Fandong Meng Yijin Liu Jie Zhou 101 6 0 29 May 2024
LLMs achieve adult human performance on higher-order theory of mind tasks Winnie Street John Oliver Siy Geoff Keeling Adrien Baranes Benjamin Barnett Michael McKibben Tatenda Kanyere Alison Lentz Blaise Agüera y Arcas Robin I. M. Dunbar LRM 93 41 0 29 May 2024
Toxicity Detection for Free Zhanhao Hu Julien Piet Geng Zhao Jiantao Jiao David Wagner 69 7 0 29 May 2024
Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI Wei-Bang Jiang Li-Ming Zhao Bao-Liang Lu 107 92 0 29 May 2024
Multi-objective Cross-task Learning via Goal-conditioned GPT-based Decision Transformers for Surgical Robot Task Automation Jiawei Fu Yonghao Long Kai-xiang Chen Wang Wei Qi Dou MedIm 121 4 0 29 May 2024
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback Jiachen Li Weixi Feng Tsu-Jui Fu Xinyi Wang Sugato Basu Wenhu Chen William Y. Wang VGen 91 34 0 29 May 2024
Preferred-Action-Optimized Diffusion Policies for Offline Reinforcement Learning Tianle Zhang Jiayi Guan Lin Zhao Yihang Li Dongjiang Li ... Lei Sun Yue Chen Xuelong Wei Lusong Li Xiaodong He 98 2 0 29 May 2024
Efficient Model-agnostic Alignment via Bayesian Persuasion Fengshuo Bai Mingzhi Wang Zhaowei Zhang Boyuan Chen Yinda Xu Ying Wen Yaodong Yang 84 6 0 29 May 2024
Efficient Preference-based Reinforcement Learning via Aligned Experience Estimation Fengshuo Bai Rui Zhao Hongming Zhang Sijia Cui Ying Wen Yaodong Yang Bo Xu Lei Han OffRL 95 8 0 29 May 2024
Zipper: A Multi-Tower Decoder Architecture for Fusing Modalities Vicky Zayats Peter Chen Melissa Ferrari Dirk Padfield AI4CE 79 1 0 29 May 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution Minghan Li Xilun Chen Ari Holtzman Beidi Chen Jimmy Lin Wen-tau Yih Xi Lin RALM BDL 240 14 0 29 May 2024
Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning Tiansheng Huang Sihao Hu Fatih Ilhan Selim Furkan Tekin Ling Liu 155 32 0 28 May 2024
A Theoretical Understanding of Self-Correction through In-context Alignment Yifei Wang Yuyang Wu Zeming Wei Stefanie Jegelka Yisen Wang LRM 96 27 0 28 May 2024
Unleashing the Potential of Text-attributed Graphs: Automatic Relation Decomposition via Large Language Models Hyunjin Seo Taewon Kim J. Yang Eunho Yang 139 0 0 28 May 2024
Improved Emotional Alignment of AI and Humans: Human Ratings of Emotions Expressed by Stable Diffusion v1, DALL-E 2, and DALL-E 3 J. Lomas Willem van der Maden Sohhom Bandyopadhyay Giovanni Lion Nirmal Patel Gyanesh Jain Yanna Litowsky Haian Xue Pieter M. A. Desmet 90 1 0 28 May 2024
Faithful Logical Reasoning via Symbolic Chain-of-Thought Jundong Xu Hao Fei Liangming Pan Qian Liu Mong Li Lee Wynne Hsu OffRL LRM LLMAG 156 65 0 28 May 2024
Multi-modal Generation via Cross-Modal In-Context Learning Amandeep Kumar Muzammal Naseer Sanath Narayan Rao Muhammad Anwer Salman Khan Hisham Cholakkal MLLM 87 0 0 28 May 2024
A Human-Like Reasoning Framework for Multi-Phases Planning Task with Large Language Models Chengxing Xie Difan Zou LRM LLMAG 76 5 0 28 May 2024
IAPT: Instruction-Aware Prompt Tuning for Large Language Models Wei-wei Zhu Aaron Xuxiang Tian Congrui Yin Yuan Ni Xiaoling Wang Guotong Xie 92 0 0 28 May 2024
Exploiting LLM Quantization Kazuki Egashira Mark Vero Robin Staab Jingxuan He Martin Vechev MQ 78 19 0 28 May 2024
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator Junda Zhu Lingyong Yan Haibo Shi D. Yin Lei Sha RALM 80 8 0 28 May 2024
Aligning to Thousands of Preferences via System Message Generalization Seongyun Lee Sue Hyun Park Seungone Kim Minjoon Seo ALM 113 49 0 28 May 2024
Self-Guiding Exploration for Combinatorial Problems Zangir Iklassov Yali Du Farkhad Akimov Martin Takáč LRM 46 8 0 28 May 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang D. Yin Jun Xu Jirong Wen LLMAG 105 107 0 28 May 2024