Title
Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models Kyuyoung Kim Jongheon Jeong Minyong An Mohammad Ghavamzadeh Krishnamurthy Dvijotham Jinwoo Shin Kimin Lee EGVM 81 6 0 02 Apr 2024
IndoCulture: Exploring Geographically-Influenced Cultural Commonsense Reasoning Across Eleven Indonesian Provinces Fajri Koto Rahmad Mahendra Nurul Aisyah Timothy Baldwin LRM 160 19 0 02 Apr 2024
Asymptotics of Language Model Alignment Joy Qiping Yang Salman Salamatian Ziteng Sun A. Suresh Ahmad Beirami 119 29 0 02 Apr 2024
On the Role of Summary Content Units in Text Summarization Evaluation Marcel Nawrath Agnieszka Nowak Tristan Ratz Danilo C. Walenta Juri Opitz ... Sebastian Gehrmann Saad Mahamood Miruna Clinciu Khyathi Chandu Yufang Hou ELM 82 5 0 02 Apr 2024
MotionChain: Conversational Motion Controllers via Multimodal Prompts Biao Jiang Xin Chen C. Zhang Fukun Yin Zhuoyuan Li Gang Yu Jiayuan Fan VGen LRM 100 11 0 02 Apr 2024
METAL: Towards Multilingual Meta-Evaluation Rishav Hada Varun Gumma Mohamed Ahmed Kalika Bali Sunayana Sitaram ELM 80 3 0 02 Apr 2024
Release of Pre-Trained Models for the Japanese Language Kei Sawada Tianyu Zhao Makoto Shing Kentaro Mitsui Akio Kaga Yukiya Hono Toshiaki Wakatsuki Koh Mitsuda 62 15 0 02 Apr 2024
What Can Transformer Learn with Varying Depth? Case Studies on Sequence Learning Tasks Xingwu Chen Difan Zou ViT 112 14 0 02 Apr 2024
Hallucination Diversity-Aware Active Learning for Text Summarization Yu Xia Xu Liu Tong Yu Sungchul Kim Ryan Rossi Anup B. Rao Tung Mai Shuai Li HILM 66 3 0 02 Apr 2024
CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models Xuechen Liang Meiling Tao Yinghui Xia Yiting Xie Jun Wang JingSong Yang LLMAG 175 14 0 02 Apr 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 231 58 0 02 Apr 2024
Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks Maksym Andriushchenko Francesco Croce Nicolas Flammarion AAML 208 222 0 02 Apr 2024
Will the Real Linda Please Stand up...to Large Language Models? Examining the Representativeness Heuristic in LLMs Pengda Wang Zilin Xiao Hanjie Chen Frederick L. Oswald 80 8 0 01 Apr 2024
Towards Safety and Helpfulness Balanced Responses via Controllable Large Language Models Yi-Lin Tuan Xilun Chen Eric Michael Smith Louis Martin Soumya Batra Asli Celikyilmaz William Yang Wang Daniel M. Bikel 96 11 0 01 Apr 2024
Evaluating Text-to-Visual Generation with Image-to-Text Generation Zhiqiu Lin Deepak Pathak Baiqi Li Jiayao Li Xide Xia Graham Neubig Pengchuan Zhang Deva Ramanan EGVM 158 171 0 01 Apr 2024
Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward Ruohong Zhang Liangke Gui Zhiqing Sun Yihao Feng Keyang Xu ... Di Fu Chunyuan Li Alexander G. Hauptmann Yonatan Bisk Yiming Yang MLLM 131 78 0 01 Apr 2024
LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models Yadong Zhang Shaoguang Mao Tao Ge Xun Wang Adrian de Wynter Yan Xia Wenshan Wu Ting Song Man Lan Furu Wei LRM 140 61 0 01 Apr 2024
Efficient Prompting Methods for Large Language Models: A Survey Kaiyan Chang Songcheng Xu Chenglong Wang Yingfeng Luo Tong Xiao Jingbo Zhu LRM 122 36 0 01 Apr 2024
Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation Yixin Wan Arjun Subramonian Anaelia Ovalle Zongyu Lin Ashima Suvarna Christina Chance Hritik Bansal Rebecca Pattichis Kai-Wei Chang EGVM 168 36 0 01 Apr 2024
PairEval: Open-domain Dialogue Evaluation with Pairwise Comparison Yujin Baek Minseok Choi Dohyun Lee Jaegul Choo 89 8 0 01 Apr 2024
Prior Constraints-based Reward Model Training for Aligning Large Language Models Hang Zhou Chenglong Wang Yimin Hu Tong Xiao Chunliang Zhang Jingbo Zhu ALM 89 2 0 01 Apr 2024
ChatGLM-RLHF: Practices of Aligning Large Language Models with Human Feedback Zhenyu Hou Yiin Niu Zhengxiao Du Xiaohan Zhang Xiao Liu ... Qinkai Zheng Minlie Huang Hongning Wang Jie Tang Yuxiao Dong ALM 107 19 0 01 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 102 44 0 01 Apr 2024
LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction Bo Zou Chao Yang Yu Qiao Chengbin Quan Youjian Zhao 105 6 0 01 Apr 2024
Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning Rongjie Li Yu Wu Xuming He MLLM LRM VLM 40 2 0 01 Apr 2024
Bailong: Bilingual Transfer Learning based on QLoRA and Zip-tie Embedding Lung-Chuan Chen Zong-Ru Li ALM 107 0 0 01 Apr 2024
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Zichong Wang Wenbin Zhang AILaw 129 42 0 31 Mar 2024
WavLLM: Towards Robust and Adaptive Speech Large Language Model Shujie Hu Long Zhou Shujie Liu Sanyuan Chen Hongkun Hao ... Xunying Liu Jinyu Li S. Sivasankaran Linquan Liu Furu Wei AuLLM 104 68 0 31 Mar 2024
Deep Instruction Tuning for Segment Anything Model Xiaorui Huang Gen Luo Chaoyang Zhu Bo Tong Yiyi Zhou Xiaoshuai Sun Rongrong Ji VLM 125 1 0 31 Mar 2024
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation Chi-Min Chan Chunpu Xu Ruibin Yuan Hongyin Luo Wei Xue Yi-Ting Guo Jie Fu RALM 97 83 0 31 Mar 2024
DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model Lirui Zhao Yue Yang Kaipeng Zhang Wenqi Shao Yuxin Zhang Yu Qiao Ping Luo Rongrong Ji LM&Ro LLMAG VLM 70 3 0 31 Mar 2024
DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations Weihao Zeng Dayuan Fu Keqing He Yejie Wang Yukai Xu Weiran Xu 67 4 0 31 Mar 2024
LLMs are Good Action Recognizers Haoxuan Qu Yujun Cai Jun Liu 107 21 0 31 Mar 2024
Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization Hritik Bansal Ashima Suvarna Gantavya Bhatt Nanyun Peng Kai-Wei Chang Aditya Grover ALM 155 11 0 31 Mar 2024
Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs Shu Yang Jiayuan Su Han Jiang Mengdi Li Keyuan Cheng Muhammad Asif Ali Lijie Hu Di Wang 106 6 0 30 Mar 2024
Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4 Aryo Pradipta Gema Giwon Hong Pasquale Minervini Luke Daines Beatrice Alex 94 4 0 30 Mar 2024
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks Hyunjae Kim Hyeon Hwang Jiwoo Lee Sihyeon Park Dain Kim Taewhoo Lee Chanwoong Yoon Jiwoong Sohn Donghee Choi Jaewoo Kang ELM AI4MH LRM 127 22 0 30 Mar 2024
ST-LLM: Large Language Models Are Effective Temporal Learners Ruyang Liu Chen Li Haoran Tang Yixiao Ge Ying Shan Ge Li 107 82 0 30 Mar 2024
Long-Tailed Recognition on Binary Networks by Calibrating A Pre-trained Model Jihun Kim Dahyun Kim Hyungrok Jung Taeil Oh Jonghyun Choi MQ 124 0 0 30 Mar 2024
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods Yuji Cao Huan Zhao Yuheng Cheng Ting Shu Guolong Liu Gaoqi Liang Junhua Zhao Yun Li LLMAG KELM OffRL LM&Ro 137 71 0 30 Mar 2024
Instruction-Driven Game Engines on Large Language Models Hongqiu Wu Xing-Chen Liu Haizhen Zhao Min Zhang 69 1 0 30 Mar 2024
Image-to-Image Matching via Foundation Models: A New Perspective for Open-Vocabulary Semantic Segmentation Yuan Wang Rui Sun Naisong Luo Yuwen Pan Tianzhu Zhang VLM 81 10 0 30 Mar 2024
A Survey of using Large Language Models for Generating Infrastructure as Code Kalahasti Ganesh Srivatsa Sabyasachi Mukhopadhyay Ganesh Katrapati Manish Shrivastava 45 3 0 30 Mar 2024
Rationale-based Opinion Summarization Haoyuan Li Snigdha Chaturvedi 106 5 0 30 Mar 2024
Are We on the Right Way for Evaluating Large Vision-Language Models? Lin Chen Jinsong Li Xiao-wen Dong Pan Zhang Yuhang Zang ... Haodong Duan Jiaqi Wang Yu Qiao Dahua Lin Feng Zhao VLM 139 303 0 29 Mar 2024
ReALM: Reference Resolution As Language Modeling Joel Ruben Antony Moniz Soundarya Krishnan Melis Ozyildirim Prathamesh Saraf Halim Cagri Ates Yuan-kang Zhang Hong-ye Yu Nidhi Rajshree 82 7 0 29 Mar 2024
Embracing Unknown Step by Step: Towards Reliable Sparse Training in Real World Bowen Lei Dongkuan Xu Ruqi Zhang Bani Mallick UQCV 91 0 0 29 Mar 2024
FABind+: Enhancing Molecular Docking through Improved Pocket Prediction and Pose Generation Kaiyuan Gao Qizhi Pei Jinhua Zhu Kun He Lijun Wu Lijun Wu 141 6 0 29 Mar 2024
ChatTracer: Large Language Model Powered Real-time Bluetooth Device Tracking System Qijun Wang Shichen Zhang Kunzhe Song Huacheng Zeng 65 1 0 28 Mar 2024
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions Kai Zhang Yi Luan Hexiang Hu Kenton Lee Siyuan Qiao Wenhu Chen Yu-Chuan Su Ming-Wei Chang VLM LRM 109 40 0 28 Mar 2024