Title
Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Values Jing Yao Xiaoyuan Yi Xiting Wang Yifan Gong Xing Xie 69 24 0 15 Nov 2023
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning Zhihan Zhang Dong-Ho Lee Yuwei Fang Wenhao Yu Mengzhao Jia Meng Jiang Francesco Barbieri ALM 58 29 0 15 Nov 2023
Safer-Instruct: Aligning Language Models with Automated Preference Data Taiwei Shi Kai Chen Jieyu Zhao ALM SyDa 40 25 0 15 Nov 2023
Predicting generalization performance with correctness discriminators Yuekun Yao Alexander Koller 59 1 0 15 Nov 2023
CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation Weixiang Yan Haitian Liu Yunkun Wang Yunzhe Li Qian Chen ... Tingyu Lin Weishan Zhao Li Zhu Hari Sundaram Shuiguang Deng ELM LRM 57 36 0 14 Nov 2023
REST: Retrieval-Based Speculative Decoding Zhenyu He Zexuan Zhong Tianle Cai Jason D. Lee Di He RALM 28 82 0 14 Nov 2023
Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning Shengguang Wu Keming Lu Benfeng Xu Junyang Lin Qi Su Chang Zhou SyDa ALM 27 38 0 14 Nov 2023
Insights into Classifying and Mitigating LLMs' Hallucinations Alessandro Bruno P. Mazzeo Aladine Chetouani Marouane Tliba M. A. Kerkouri HILM 56 11 0 14 Nov 2023
Adversarial Preference Optimization: Enhancing Your Alignment via RM-LLM Game Pengyu Cheng Yifan Yang Jian Li Yong Dai Tianhao Hu Peixin Cao Nan Du Xiaolong Li 35 29 0 14 Nov 2023
A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning Ruixin Hong Hongming Zhang Xinyu Pang Dong Yu Changshui Zhang LRM 54 25 0 14 Nov 2023
Fair Abstractive Summarization of Diverse Perspectives Yusen Zhang Nan Zhang Yixin Liu Alexander R. Fabbri Junru Liu ... Caiming Xiong Jieyu Zhao Dragomir R. Radev Kathleen McKeown Rui Zhang 38 8 0 14 Nov 2023
InCA: Rethinking In-Car Conversational System Assessment Leveraging Large Language Models Ken E. Friedl Abbas Goher Khan S. Sahoo Md. Rony Jana Germies Christian Süß 37 3 0 13 Nov 2023
Speech-based Slot Filling using Large Language Models Guangzhi Sun Shutong Feng Dongcheng Jiang Chao Zhang Milica Gasic P. Woodland 50 1 0 13 Nov 2023
LM-Polygraph: Uncertainty Estimation for Language Models Ekaterina Fadeeva Roman Vashurin Akim Tsvigun Artem Vazhentsev Sergey Petrakov ... Elizaveta Goncharova Alexander Panchenko Maxim Panov Timothy Baldwin Artem Shelmanov 32 56 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 30 0 0 13 Nov 2023
WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models Shangqing Tu Yuliang Sun Yushi Bai Jifan Yu Lei Hou Juanzi Li WaLM 38 10 0 13 Nov 2023
Towards the Law of Capacity Gap in Distilling Language Models Chen Zhang Dawei Song Zheyu Ye Yan Gao ELM 45 20 0 13 Nov 2023
Flames: Benchmarking Value Alignment of LLMs in Chinese Kexin Huang Xiangyang Liu Qianyu Guo Tianxiang Sun Jiawei Sun ... Yixu Wang Yan Teng Xipeng Qiu Yingchun Wang Dahua Lin ALM 62 12 0 12 Nov 2023
In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering Sheng Liu Haotian Ye Lei Xing James Y. Zou 26 95 0 11 Nov 2023
Fake Alignment: Are LLMs Really Aligned Well? Yixu Wang Yan Teng Kexin Huang Chengqi Lyu Songyang Zhang Wenwei Zhang Xingjun Ma Yu-Gang Jiang Yu Qiao Yingchun Wang 43 18 0 10 Nov 2023
AI-native Interconnect Framework for Integration of Large Language Model Technologies in 6G Systems Sasu Tarkoma Roberto Morabito Jaakko Sauvola 67 19 0 10 Nov 2023
FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts Yichen Gong Delong Ran Jinyuan Liu Conglei Wang Tianshuo Cong Anyu Wang Sisi Duan Xiaoyun Wang MLLM 151 136 0 09 Nov 2023
TencentLLMEval: A Hierarchical Evaluation of Real-World Capabilities for Human-Aligned LLMs Shuyi Xie Wenlin Yao Yong Dai Shaobo Wang Donlin Zhou ... Zhichao Hu Dong Yu Zhengyou Zhang Jing Nie Yuhong Liu ELM ALM 38 4 0 09 Nov 2023
Chain of Images for Intuitively Reasoning Fanxu Meng Haotong Yang Yiding Wang Muhan Zhang LRM 46 7 0 09 Nov 2023
NExT-Chat: An LMM for Chat, Detection and Segmentation Ao Zhang Yuan Yao Wei Ji Zhiyuan Liu Tat-Seng Chua MLLM VLM 56 54 0 08 Nov 2023
LooGLE: Can Long-Context Language Models Understand Long Contexts? Jiaqi Li Mengmeng Wang Zilong Zheng Muhan Zhang ELM RALM 40 120 0 08 Nov 2023
Black-Box Prompt Optimization: Aligning Large Language Models without Model Training Jiale Cheng Xiao Liu Kehan Zheng Pei Ke Hongning Wang Yuxiao Dong Jie Tang Minlie Huang 31 81 0 07 Nov 2023
Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment Geyang Guo Ranchi Zhao Tianyi Tang Wayne Xin Zhao Ji-Rong Wen ALM 55 28 0 07 Nov 2023
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration Qinghao Ye Haiyang Xu Jiabo Ye Mingshi Yan Anwen Hu Haowei Liu Qi Qian Ji Zhang Fei Huang Jingren Zhou MLLM VLM 138 392 0 07 Nov 2023
Which is better? Exploring Prompting Strategy For LLM-based Metrics Joonghoon Kim Saeran Park Kiyoon Jeong Sangmin Lee S. Han Jiyoon Lee Pilsung Kang 25 16 0 07 Nov 2023
Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Models Hanlin Zhang Benjamin L. Edelman Danilo Francati Daniele Venturi G. Ateniese Boaz Barak WaLM 149 55 0 07 Nov 2023
GPT4All: An Ecosystem of Open Source Compressed Language Models Yuvanesh Anand Zach Nussbaum Adam Treat Aaron Miller Richard Guo Ben Schmidt GPT4All Community Brandon Duderstadt Andriy Mulyar 17 20 0 06 Nov 2023
GLaMM: Pixel Grounding Large Multimodal Model H. Rasheed Muhammad Maaz Sahal Shaji Mullappilly Abdelrahman M. Shaker Salman Khan Hisham Cholakkal Rao M. Anwer Erix Xing Ming-Hsuan Yang Fahad S. Khan MLLM VLM 57 217 0 06 Nov 2023
Scalable and Transferable Black-Box Jailbreaks for Language Models via Persona Modulation Rusheb Shah Quentin Feuillade--Montixi Soroush Pour Arush Tagade Stephen Casper Javier Rando 34 128 0 06 Nov 2023
S-LoRA: Serving Thousands of Concurrent LoRA Adapters Ying Sheng Shiyi Cao Dacheng Li Coleman Hooper Nicholas Lee ... Banghua Zhu Lianmin Zheng Kurt Keutzer Joseph E. Gonzalez Ion Stoica MoE 28 91 0 06 Nov 2023
DeepInception: Hypnotize Large Language Model to Be Jailbreaker Xuan Li Zhanke Zhou Jianing Zhu Jiangchao Yao Tongliang Liu Bo Han 55 167 0 06 Nov 2023
LitSumm: Large language models for literature summarisation of non-coding RNAs Andrew Green C. Ribas Nancy Ontiveros-Palacios Sam Griffiths-Jones Anton I. Petrov Alex Bateman Blake Sweeney 42 4 0 06 Nov 2023
Post Turing: Mapping the landscape of LLM Evaluation Alexey Tikhonov Ivan P. Yamshchikov ELM 66 4 0 03 Nov 2023
Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review Mingze Yuan Peng Bao Jiajia Yuan Yunhao Shen Zi Chen ... Jie Zhao Yang Chen Li Zhang Lin Shen Bin Dong ELM LM&MA 65 13 0 03 Nov 2023
DialogBench: Evaluating LLMs as Human-like Dialogue Systems Jiao Ou Junda Lu Che Liu Yihong Tang Fuzheng Zhang Di Zhang Kun Gai ALM LM&MA 55 14 0 03 Nov 2023
FLAP: Fast Language-Audio Pre-training Ching-Feng Yeh Po-Yao Huang Vasu Sharma Shang-Wen Li Gargi Ghosh CLIP VLM 49 8 0 02 Nov 2023
GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks Xinlu Zhang Yujie Lu Weizhi Wang An Yan Jun Yan Lianke Qin Heng Wang Xifeng Yan William Y. Wang Linda R. Petzold LM&MA MLLM ELM 38 80 0 02 Nov 2023
Making Harmful Behaviors Unlearnable for Large Language Models Xin Zhou Yi Lu Ruotian Ma Tao Gui Qi Zhang Xuanjing Huang MU 54 9 0 02 Nov 2023
HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning Yongjin Yang Joonkee Kim Yujin Kim Namgyu Ho James Thorne Se-Young Yun 42 21 0 01 Nov 2023
Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions Taehyeon Kim Joonkee Kim Gihun Lee Se-Young Yun 43 13 0 01 Nov 2023
The Alignment Ceiling: Objective Mismatch in Reinforcement Learning from Human Feedback Nathan Lambert Roberto Calandra ALM 68 32 0 31 Oct 2023
Defining a New NLP Playground Sha Li Chi Han Pengfei Yu Carl Edwards Manling Li ... Yi R. Fung Charles Yu Joel R. Tetreault Eduard H. Hovy Heng Ji 87 5 0 31 Oct 2023
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models Yuxin Jiang Yufei Wang Xingshan Zeng Wanjun Zhong Liangyou Li Fei Mi Lifeng Shang Xin Jiang Qun Liu Wei Wang ALM 25 29 0 31 Oct 2023
Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models Chris Richardson Yao Zhang Kellen Gillespie Sudipta Kar Arshdeep Singh Zeynab Raeesy Omar Zia Khan A. Sethy RALM 37 12 0 30 Oct 2023
Herd: Using multiple, smaller LLMs to match the performances of proprietary, large LLMs via an intelligent composer S. N. Hari Matt Thomson 37 0 0 30 Oct 2023