Title
PG-Video-LLaVA: Pixel Grounding Large Video-Language Models Shehan Munasinghe Rusiru Thushara Muhammad Maaz H. Rasheed Salman Khan Mubarak Shah Fahad Khan VLM MLLM 37 34 0 22 Nov 2023
On the Calibration of Large Language Models and Alignment Chiwei Zhu Benfeng Xu Quan Wang Yongdong Zhang Zhendong Mao 82 34 0 22 Nov 2023
Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus Tianhang Zhang Lin Qiu Qipeng Guo Cheng Deng Yue Zhang Zheng Zhang Cheng Zhou Xinbing Wang Luoyi Fu HILM 79 49 0 22 Nov 2023
Towards Better Parameter-Efficient Fine-Tuning for Large Language Models: A Position Paper Chengyu Wang Junbing Yan Wei Zhang Jun Huang ALM 47 3 0 22 Nov 2023
Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer Zhen Zhao Jingqun Tang Chunhui Lin Binghong Wu Can Huang Hao Liu Xin Tan Zhizhong Zhang Yuan Xie 41 23 0 22 Nov 2023
Attribution and Alignment: Effects of Local Context Repetition on Utterance Production and Comprehension in Dialogue Aron Molnar Jaap Jumelet Mario Giulianelli Arabella J. Sinclair 40 2 0 21 Nov 2023
Oasis: Data Curation and Assessment System for Pretraining of Large Language Models Tong Zhou Yubo Chen Pengfei Cao Kang Liu Jun Zhao Shengping Liu 31 3 0 21 Nov 2023
Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey Yunpeng Huang Jingwei Xu Junyu Lai Zixu Jiang Taolue Chen ... Xiaoxing Ma Lijuan Yang Zhou Xin Shupeng Li Penghao Zhao LLMAG KELM 49 56 0 21 Nov 2023
AcademicGPT: Empowering Academic Research Shufa Wei Xiaolong Xu Xianbiao Qi Xi Yin Jun Xia ... Chihao Dai Lihua Wang Xiaohui Liu Lei Zhang Yutao Xie LM&MA 52 3 0 21 Nov 2023
Applications of Large Scale Foundation Models for Autonomous Driving Yu Huang Yue Chen Zhu Li ELM AI4CE LRM ALM LM&Ro 66 15 0 20 Nov 2023
LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning Han Guo P. Greengard Eric P. Xing Yoon Kim MQ 43 44 0 20 Nov 2023
VLM-Eval: A General Evaluation on Video Large Language Models Shuailin Li Yuang Zhang Yucheng Zhao Qiuyue Wang Fan Jia Yingfei Liu Tiancai Wang MLLM ELM 44 2 0 20 Nov 2023
Event Camera Data Dense Pre-training Yan Yang Liyuan Pan Liu Liu 40 4 0 20 Nov 2023
Self-Supervised Pretraining for Heterogeneous Hypergraph Neural Networks Abdalgader Abubaker Takanori Maehara M. Nimishakavi Vassilis Plachouras SSL 45 0 0 19 Nov 2023
RecExplainer: Aligning Large Language Models for Explaining Recommendation Models Yuxuan Lei Jianxun Lian Jing Yao Xu Huang Defu Lian Xing Xie LRM 35 5 0 18 Nov 2023
An Embodied Generalist Agent in 3D World Jiangyong Huang Silong Yong Xiaojian Ma Xiongkun Linghu Puhao Li Yan Wang Qing Li Song-Chun Zhu Baoxiong Jia Siyuan Huang LM&Ro 31 139 0 18 Nov 2023
Modality-invariant and Specific Prompting for Multimodal Human Perception Understanding Hao Sun Ziwei Niu Xinyao Yu Jiaqing Liu Yen-Wei Chen Lanfen Lin 39 0 0 17 Nov 2023
FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems Shiyuan Luo Juntong Ni Shengyu Chen Runlong Yu Yiqun Xie Licheng Liu Zhenong Jin Huaxiu Yao Xiaowei Jia 44 8 0 17 Nov 2023
Hijacking Large Language Models via Adversarial In-Context Learning Yao Qiang Xiangyu Zhou Dongxiao Zhu 37 33 0 16 Nov 2023
The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text Yanzhu Guo Guokan Shang Michalis Vazirgiannis Chloé Clavel 39 52 0 16 Nov 2023
Can Language Model Moderators Improve the Health of Online Discourse? Hyundong Justin Cho Shuai Liu Taiwei Shi Darpan Jain Basem Rizk ... Zixun Lu Nuan Wen Jonathan Gratch Emilio Ferrera Jonathan May AI4MH 45 13 0 16 Nov 2023
Investigating Data Contamination in Modern Benchmarks for Large Language Models Chunyuan Deng Yilun Zhao Xiangru Tang Mark B. Gerstein Arman Cohan AAML ELM 37 53 0 16 Nov 2023
Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations Jing Yao Wei Xu Jianxun Lian Xiting Wang Xiaoyuan Yi Xing Xie ALM 38 19 0 16 Nov 2023
Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition Tariq Alhindi Smaranda Muresan Preslav Nakov HILM LRM 47 5 0 16 Nov 2023
A Speed Odyssey for Deployable Quantization of LLMs Qingyuan Li Ran Meng Yiduo Li Bo Zhang Liang Li Yifan Lu Xiangxiang Chu Yerui Sun Yuchen Xie MQ 67 7 0 16 Nov 2023
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU E. Razumovskaia Goran Glavaš Anna Korhonen Ivan Vulić LRM 34 2 0 16 Nov 2023
Assessing Translation capabilities of Large Language Models involving English and Indian Languages Vandan Mujadia Ashok Urlana Yash Bhaskar Penumalla Aditya Pavani Kukkapalli Shravya Parameswari Krishnamurthy D. Sharma ELM 196 7 0 15 Nov 2023
Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models Weize Liu Guocong Li Kai Zhang Bang Du Qiyuan Chen Xuming Hu Hongxia Xu Jintai Chen Jian Wu LRM 18 6 0 15 Nov 2023
How Vocabulary Sharing Facilitates Multilingualism in LLaMA? Fei Yuan Shuai Yuan Zhiyong Wu Lei Li 47 10 0 15 Nov 2023
Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question Prompts Yunshi Lan Xiang Li Xin Liu Yang Li Wei Qin Weining Qian LRM ReLM 46 26 0 15 Nov 2023
A Robust Semantics-based Watermark for Large Language Model against Paraphrasing Jie Ren Han Xu Yiding Liu Yingqian Cui Shuaiqiang Wang Dawei Yin Jiliang Tang OffRL 33 46 0 15 Nov 2023
Efficient Continual Pre-training for Building Domain Specific Large Language Models Yong Xie Karan Aggarwal Aitzaz Ahmad CLL 47 21 0 14 Nov 2023
Zero-shot audio captioning with audio-language model guidance and audio context keywords Leonard Salewski Stefan Fauth A. Sophia Koepke Zeynep Akata 37 10 0 14 Nov 2023
Anti-LM Decoding for Zero-shot In-context Machine Translation Suzanna Sia Alexandra DeLucia Kevin Duh 46 2 0 14 Nov 2023
A Survey of Confidence Estimation and Calibration in Large Language Models Jiahui Geng Fengyu Cai Yuxia Wang Heinz Koeppl Preslav Nakov Iryna Gurevych UQCV 46 57 0 14 Nov 2023
REST: Retrieval-Based Speculative Decoding Zhenyu He Zexuan Zhong Tianle Cai Jason D. Lee Di He RALM 28 81 0 14 Nov 2023
Unlock the Power: Competitive Distillation for Multi-Modal Large Language Models Xinwei Li Li Lin Shuai Wang Chen Qian 25 3 0 14 Nov 2023
Vision-Language Instruction Tuning: A Review and Analysis Chen Li Yixiao Ge Dian Li Ying Shan VLM 41 12 0 14 Nov 2023
Insights into Classifying and Mitigating LLMs' Hallucinations Alessandro Bruno P. Mazzeo Aladine Chetouani Marouane Tliba M. A. Kerkouri HILM 56 10 0 14 Nov 2023
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding Peng Jin Ryuichi Takanobu Caiwan Zhang Xiaochun Cao Li-ming Yuan MLLM 41 227 0 14 Nov 2023
Explainable History Distillation by Marked Temporal Point Process Sishun Liu Ke Deng Yan Wang Xiuzhen Zhang 35 0 0 13 Nov 2023
SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models Ziyi Lin Chris Liu Renrui Zhang Peng Gao Longtian Qiu ... Siyuan Huang Yichi Zhang Xuming He Hongsheng Li Yu Qiao MLLM VLM 33 214 0 13 Nov 2023
To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning Junke Wang Lingchen Meng Zejia Weng Bo He Zuxuan Wu Yu-Gang Jiang MLLM VLM 38 94 0 13 Nov 2023
Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers Kangda Wei Sayan Ghosh Rakesh R Menon Shashank Srivastava 40 2 0 13 Nov 2023
Psychometric Predictive Power of Large Language Models Tatsuki Kuribayashi Yohei Oseki Timothy Baldwin LM&MA 37 3 0 13 Nov 2023
Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers Haowen Pan Yixin Cao Xiaozhi Wang Xun Yang Meng Wang KELM 44 25 0 13 Nov 2023
Controlled Text Generation for Black-box Language Models via Score-based Progressive Editor Sangwon Yu Changmin Lee Hojin Lee Sungroh Yoon 37 0 0 13 Nov 2023
Do large language models and humans have similar behaviors in causal inference with script knowledge? Xudong Hong Margarita Ryzhova Daniel Adrian Biondi Ram Sarkar 47 5 0 13 Nov 2023
What Large Language Models Bring to Text-rich VQA? Xuejing Liu Wei Tang Xinzhe Ni Jinghui Lu Rui Zhao Zechao Li Fei Tan 24 9 0 13 Nov 2023
Exploring the Factual Consistency in Dialogue Comprehension of Large Language Models Shuaijie She Shujian Huang Xingyun Wang Yanke Zhou Jiajun Chen ELM HILM 22 0 0 13 Nov 2023