Title
A First Look at GPT Apps: Landscape and Vulnerability Zejun Zhang Li Lyna Zhang Xin Yuan Anlan Zhang Mengwei Xu Feng Qian ELM 26 16 0 23 Feb 2024
Hands-Free VR J. Fernandez Jae Joong Lee Santiago Andrés Serrano Vacca Alejandra Magana Bedrich Benes V. Popescu 32 0 0 23 Feb 2024
KIEval: A Knowledge-grounded Interactive Evaluation Framework for Large Language Models Zhuohao Yu Chang Gao Wenjin Yao Yidong Wang Wei Ye Jindong Wang Xing Xie Yue Zhang Shikun Zhang 46 22 0 23 Feb 2024
Second-Order Fine-Tuning without Pain for LLMs:A Hessian Informed Zeroth-Order Optimizer Yanjun Zhao Sizhe Dang Haishan Ye Guang Dai Yi Qian Ivor W.Tsang 70 8 0 23 Feb 2024
A Conversational Brain-Artificial Intelligence Interface Anja Meunier Michal Robert Zák Lucas Munz Sofiya Garkot Manuel Eder Jiachen Xu Moritz Grosse-Wentrup 48 0 0 22 Feb 2024
Ads Recommendation in a Collapsed and Entangled World Junwei Pan Wei Xue Ximei Wang Haibin Yu Xun Liu Shijie Quan Xueming Qiu Dapeng Liu Lei Xiao Jie Jiang 58 6 0 22 Feb 2024
In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization Ruiqi Zhang Jingfeng Wu Peter L. Bartlett 49 13 0 22 Feb 2024
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases Zechun Liu Changsheng Zhao Forrest N. Iandola Chen Lai Yuandong Tian ... Ernie Chang Yangyang Shi Raghuraman Krishnamoorthi Liangzhen Lai Vikas Chandra ALM 46 78 0 22 Feb 2024
Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models Xudong Lu Qi Liu Yuhui Xu Aojun Zhou Siyuan Huang Bo Zhang Junchi Yan Hongsheng Li MoE 34 28 0 22 Feb 2024
Watermarking Makes Language Models Radioactive Tom Sander Pierre Fernandez Alain Durmus Matthijs Douze Teddy Furon WaLM 48 12 0 22 Feb 2024
Zero-shot cross-lingual transfer in instruction tuning of large language models Nadezhda Chirkova Vassilina Nikoulina LRM 48 3 0 22 Feb 2024
DualFocus: Integrating Macro and Micro Perspectives in Multi-modal Large Language Models Yuhang Cao Pan Zhang Xiao-wen Dong Dahua Lin Jiaqi Wang 45 11 0 22 Feb 2024
Tokenization counts: the impact of tokenization on arithmetic in frontier LLMs Aaditya K. Singh DJ Strouse 46 47 0 22 Feb 2024
Efficient and Effective Vocabulary Expansion Towards Multilingual Large Language Models Seungduk Kim Seungtaek Choi Myeongho Jeong 46 6 0 22 Feb 2024
IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus Honghao Gui Lin Yuan Hongbin Ye Ningyu Zhang Mengshu Sun Lei Liang Huajun Chen 33 10 0 22 Feb 2024
Q-Probe: A Lightweight Approach to Reward Maximization for Language Models Kenneth Li Samy Jelassi Hugh Zhang Sham Kakade Martin Wattenberg David Brandfonbrener 35 9 0 22 Feb 2024
ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models Yanan Wu Jie Liu Xingyuan Bu Jiaheng Liu Zhanhui Zhou ... Haibin Chen Tiezheng Ge Wanli Ouyang Wenbo Su Bo Zheng LRM 41 6 0 22 Feb 2024
Cleaner Pretraining Corpus Curation with Neural Web Scraping Zhipeng Xu Zhenghao Liu Yukun Yan Zhiyuan Liu Ge Yu Chenyan Xiong CLIP OnRL 32 5 0 22 Feb 2024
RoboScript: Code Generation for Free-Form Manipulation Tasks across Real and Simulation Junting Chen Yao Mu Qiaojun Yu Tianming Wei Silang Wu ... Wenqi Shao Yu Qiao Huazhe Xu Mingyu Ding Ping Luo LM&Ro 39 11 0 22 Feb 2024
LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition Junjie Ye Nuo Xu Yikun Wang Jie Zhou Qi Zhang Tao Gui Xuanjing Huang 39 15 0 22 Feb 2024
Balanced Data Sampling for Language Model Training with Clustering Yunfan Shao Linyang Li Zhaoye Fei Hang Yan Dahua Lin Xipeng Qiu 44 10 0 22 Feb 2024
LLMBind: A Unified Modality-Task Integration Framework Bin Zhu Munan Ning Peng Jin Bin Lin Jinfa Huang ... Junwu Zhang Zhenyu Tang Mingjun Pan Xing Zhou Li-ming Yuan MLLM 40 6 0 22 Feb 2024
Towards Robust Instruction Tuning on Multimodal Large Language Models Wei Han Hui Chen Soujanya Poria MLLM 48 0 0 22 Feb 2024
Do LLMs Implicitly Determine the Suitable Text Difficulty for Users? Seiji Gobara Hidetaka Kamigaito Taro Watanabe 42 4 0 22 Feb 2024
KoCoSa: Korean Context-aware Sarcasm Detection Dataset Yumin Kim Heejae Suh Mingi Kim Dongyeon Won Hwanhee Lee 41 1 0 22 Feb 2024
Uncertainty-Aware Evaluation for Vision-Language Models Vasily Kostumov Bulat Nutfullin Oleg Pilipenko Eugene Ilyushin ELM 55 8 0 22 Feb 2024
On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe Ningyu Xu Qi Zhang Menghan Zhang Peng Qian Xuanjing Huang LRM 77 3 0 22 Feb 2024
Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? Ning Bian Xianpei Han Hongyu Lin Yaojie Lu Xianpei Han Le Sun 36 1 0 22 Feb 2024
Hint-before-Solving Prompting: Guiding LLMs to Effectively Utilize Encoded Knowledge Jinlan Fu Shenzhen Huangfu Hang Yan See-Kiong Ng Xipeng Qiu LRM 52 7 0 22 Feb 2024
Leveraging Large Language Models for Concept Graph Recovery and Question Answering in NLP Education Rui Yang Boming Yang Sixun Ouyang Tianwei She Aosong Feng Yuang Jiang Freddy Lecue Jinghui Lu Irene Z Li AI4Ed 44 5 0 22 Feb 2024
Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning Shen Li Liuyi Yao Jinyang Gao Lan Zhang Yaliang Li 54 11 0 22 Feb 2024
Word-Sequence Entropy: Towards Uncertainty Estimation in Free-Form Medical Question Answering Applications and Beyond Zhiyuan Wang Jinhao Duan Chenxi Yuan Qingyu Chen Tianlong Chen Huaxiu Yao Yue Zhang Ren Wang Kaidi Xu Xiaoshuang Shi UQLM 47 10 0 22 Feb 2024
COPR: Continual Human Preference Learning via Optimal Policy Regularization Han Zhang Lin Gui Yu Lei Yuanzhao Zhai Yehong Zhang ... Hui Wang Yue Yu Kam-Fai Wong Bin Liang Ruifeng Xu CLL 42 4 0 22 Feb 2024
DeiSAM: Segment Anything with Deictic Prompting Hikaru Shindo Manuel Brack Gopika Sudhakaran Devendra Singh Dhami P. Schramowski Kristian Kersting VLM 51 2 0 21 Feb 2024
Cost-Efficient Subjective Task Annotation and Modeling through Few-Shot Annotator Adaptation Preni Golazizian Ali Omrani Alireza S. Ziabari Morteza Dehghani 36 1 0 21 Feb 2024
EyeTrans: Merging Human and Machine Attention for Neural Code Summarization Yifan Zhang Jiliang Li Z. Karas Aakash Bansal Toby Jia-Jun Li Collin McMillan Kevin Leach Yu Huang 37 7 0 21 Feb 2024
Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns Zheyuan Zhang Zehong Wang Shifu Hou Evan Hall Landon Bachman Vincent Galassi Jasmine White Nitesh Chawla Chuxu Zhang Yanfang Ye 45 9 0 21 Feb 2024
Improving Language Understanding from Screenshots Tianyu Gao Zirui Wang Adithya Bhaskar Danqi Chen VLM 43 10 0 21 Feb 2024
Analysing The Impact of Sequence Composition on Language Model Pre-Training Yu Zhao Yuanbin Qu Konrad Staniszewski Szymon Tworkowski Wei Liu Piotr Milo's Yuxiang Wu Pasquale Minervini 39 15 0 21 Feb 2024
Towards Building Multilingual Language Model for Medicine Pengcheng Qiu Chaoyi Wu Xiaoman Zhang Weixiong Lin Haicheng Wang Ya Zhang Yanfeng Wang Weidi Xie LM&MA ELM 41 71 0 21 Feb 2024
Exploring ChatGPT and its Impact on Society Md. Asraful Haque Shuai Li SILM 41 25 0 21 Feb 2024
Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models Chenyang Lyu Minghao Wu Alham Fikri Aji ELM 51 13 0 21 Feb 2024
$Se^2$ : Sequential Example Selection for In-Context Learning Haoyu Liu Jianfeng Liu Shaohan Huang Yuefeng Zhan Hao Sun Weiwei Deng Furu Wei Qi Zhang 40 3 0 21 Feb 2024
Beyond Hate Speech: NLP's Challenges and Opportunities in Uncovering Dehumanizing Language Hezhao Zhang Lasana Harris N. Moosavi AILaw 51 1 0 21 Feb 2024
Breaking the Barrier: Utilizing Large Language Models for Industrial Recommendation Systems through an Inferential Knowledge Graph Qian Zhao Hao Qian Ziqi Liu Gong-Duo Zhang Lihong Gu KELM 29 14 0 21 Feb 2024
$$\infty$Bench: Extending Long Context Evaluation Beyond 100K Tokens$ $\infty$ Bench: Extending Long Context Evaluation Beyond 100K Tokens Xinrong Zhang Yingfa Chen Shengding Hu Zihang Xu Junhao Chen ... Xu Han Zhen Leng Thai Shuo Wang Zhiyuan Liu Maosong Sun RALM LRM 50 154 0 21 Feb 2024
Privacy-Preserving Instructions for Aligning Large Language Models Da Yu Peter Kairouz Sewoong Oh Zheng Xu 41 18 0 21 Feb 2024
MORE: Multi-mOdal REtrieval Augmented Generative Commonsense Reasoning Wanqing Cui Keping Bi Jiafeng Guo Xueqi Cheng SyDa ReLM RALM LRM 42 8 0 21 Feb 2024
APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models Ziyi Guan Hantao Huang Yupeng Su Hong Huang Ngai Wong Hao Yu MQ 35 15 0 21 Feb 2024
LongWanjuan: Towards Systematic Measurement for Long Text Quality Kai Lv Xiaoran Liu Qipeng Guo Hang Yan Conghui He Xipeng Qiu Dahua Lin 35 4 0 21 Feb 2024