Title
Segment and Caption Anything Xiaoke Huang Jianfeng Wang Yansong Tang Zheng Zhang Han Hu Jiwen Lu Lijuan Wang Zicheng Liu MLLM VLM 34 18 0 01 Dec 2023
REDUCR: Robust Data Downsampling Using Class Priority Reweighting William Bankes George Hughes Ilija Bogunovic Zi Wang 34 3 0 01 Dec 2023
Towards Accurate Differential Diagnosis with Large Language Models Daniel J. McDuff M. Schaekermann Tao Tu Anil Palepu Amy Wang ... G. Corrado Yossi Matias Jacob Sunshine Alan Karthikesalingam Vivek Natarajan ELM LM&MA 40 74 0 30 Nov 2023
Merlin:Empowering Multimodal LLMs with Foresight Minds En Yu Liang Zhao Yana Wei Jinrong Yang Dongming Wu ... Haoran Wei Tiancai Wang Zheng Ge Xiangyu Zhang Wenbing Tao LRM 18 25 0 30 Nov 2023
Towards A Foundation Model For Trajectory Intelligence Alameen Najjar 15 2 0 30 Nov 2023
RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance Chantal Pellegrini Ege Özsoy Benjamin Busam Nassir Navab Matthias Keicher MedIm LM&MA 47 0 0 30 Nov 2023
Self-Infilling Code Generation Lin Zheng Jianbo Yuan Zhi Zhang Hongxia Yang Lingpeng Kong 24 2 0 29 Nov 2023
TaskWeaver: A Code-First Agent Framework Bo Qiao Liqun Li Xu Zhang Shilin He Yu Kang ... Chao Du Yong Xu Qingwei Lin Saravan Rajmohan Dongmei Zhang LLMAG 31 40 0 29 Nov 2023
Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs Andries P. Smit Paul Duckworth Nathan Grinsztajn Thomas D. Barrett Arnu Pretorius 24 20 0 29 Nov 2023
Universal Self-Consistency for Large Language Model Generation Xinyun Chen Renat Aksitov Uri Alon Jie Jessie Ren Kefan Xiao Pengcheng Yin Sushant Prakash Charles Sutton Xuezhi Wang Denny Zhou LRM 26 66 0 29 Nov 2023
Algorithmic Persuasion Through Simulation Keegan Harris Nicole Immorlica Brendan Lucier Aleksandrs Slivkins 34 3 0 29 Nov 2023
Training Chain-of-Thought via Latent-Variable Inference Du Phan Matthew D. Hoffman David Dohan Sholto Douglas Tuan Anh Le Aaron T Parisi Pavel Sountsov Charles Sutton Sharad Vikram Rif A. Saurous BDL ReLM LRM 30 23 0 28 Nov 2023
How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs Haoqin Tu Chenhang Cui Zijun Wang Yiyang Zhou Bingchen Zhao Junlin Han Wangchunshu Zhou Huaxiu Yao Cihang Xie MLLM 60 71 0 27 Nov 2023
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery He Cao Zijing Liu Xingyu Lu Yuan Yao Yu Li 33 58 0 27 Nov 2023
YUAN 2.0: A Large Language Model with Localized Filtering-based Attention Shaohua Wu Xudong Zhao Shenling Wang Jiangang Luo Lingjun Li ... Wei Wang Tong Yu Rongguo Zhang Jiahua Zhang Chao Wang OSLM 53 6 0 27 Nov 2023
Justifiable Artificial Intelligence: Engineering Large Language Models for Legal Applications Sabine Wehnert AILaw 48 4 0 27 Nov 2023
One Pass Streaming Algorithm for Super Long Token Attention Approximation in Sublinear Space Raghav Addanki Chenyang Li Zhao Song Chiwun Yang 50 3 0 24 Nov 2023
Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training Cheng Tan Jingxuan Wei Zhangyang Gao Linzhuang Sun Siyuan Li Ruifeng Guo Xihong Yang Stan Z. Li LRM 31 7 0 23 Nov 2023
GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning Jiaxi Lv Yi Huang Mingfu Yan Jiancheng Huang Jianzhuang Liu Yifan Liu Yafei Wen Xiaoxin Chen Shifeng Chen VGen DiffM 32 23 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 29 3 0 21 Nov 2023
Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge Bowen Jiang Zhijun Zhuang Shreyas S. Shivakumar Camillo J Taylor 33 7 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 41 55 0 21 Nov 2023
Meta Prompting for AI Systems Yifan Zhang Yang Yuan Andrew Chi-Chih Yao LLMAG LRM 29 5 0 20 Nov 2023
Deploying and Evaluating LLMs to Program Service Mobile Robots Zichao Hu Francesca Lucchetti Claire Schlesinger Yash Saxena Anders Freeman Sadanand Modak Arjun Guha Joydeep Biswas 33 36 0 18 Nov 2023
Deep Tensor Network Yifan Zhang 32 0 0 18 Nov 2023
Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2 Hamish Ivison Yizhong Wang Valentina Pyatkin Nathan Lambert Matthew E. Peters ... Joel Jang David Wadden Noah A. Smith Iz Beltagy Hanna Hajishirzi ALM ELM 32 180 0 17 Nov 2023
TaCo: Enhancing Cross-Lingual Transfer for Low-Resource Languages in LLMs through Translation-Assisted Chain-of-Thought Processes Bibek Upadhayay Vahid Behzadan 35 7 0 17 Nov 2023
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection Bin Lin Yang Ye Bin Zhu Jiaxi Cui Munan Ning Peng Jin Li-ming Yuan VLM MLLM 209 595 0 16 Nov 2023
Automatic Engineering of Long Prompts Cho-Jui Hsieh Si Si Felix X. Yu Inderjit S. Dhillon VLM 24 8 0 16 Nov 2023
VideoCon: Robust Video-Language Alignment via Contrast Captions Hritik Bansal Yonatan Bitton Idan Szpektor Kai-Wei Chang Aditya Grover 40 15 0 15 Nov 2023
Fusion-Eval: Integrating Assistant Evaluators with LLMs Lei Shu Nevan Wichers Liangchen Luo Yun Zhu Yinxiao Liu Jindong Chen Lei Meng ELM 13 3 0 15 Nov 2023
Exponentially Faster Language Modelling Peter Belcak Roger Wattenhofer 15 2 0 15 Nov 2023
When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks Hao Peng Xiaozhi Wang Jianhui Chen Weikai Li Y. Qi ... Zhili Wu Kaisheng Zeng Bin Xu Lei Hou Juanzi Li 34 28 0 15 Nov 2023
XplainLLM: A QA Explanation Dataset for Understanding LLM Decision-Making Zichen Chen Jianda Chen Mitali Gaidhani Ambuj K. Singh Misha Sra 38 4 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 34 35 0 14 Nov 2023
Towards Evaluating AI Systems for Moral Status Using Self-Reports Ethan Perez Robert Long ELM 38 8 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 41 56 0 14 Nov 2023
It's All Relative! -- A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction Aditi Chaudhary K. Raman Michael Bendersky 31 7 0 14 Nov 2023
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning Yue Yu Jiaming Shen Tianqi Liu Zhen Qin Jing Nathan Yan Jialu Liu Chao Zhang Michael Bendersky 54 6 0 13 Nov 2023
On the Discussion of Large Language Models: Symmetry of Agents and Interplay with Prompts Qineng Wang Zihao Wang Ying Su Yangqiu Song AI4CE LLMAG 41 0 0 13 Nov 2023
Online Advertisements with LLMs: Opportunities and Challenges S. Feizi Mohammadtaghi Hajiaghayi Keivan Rezaei Suho Shin OffRL 26 10 0 11 Nov 2023
Autoregressive Language Models For Estimating the Entropy of Epic EHR Audit Logs Benjamin C. Warner Thomas Kannampallil Seunghwan Kim 42 0 0 10 Nov 2023
Transfer Learning for Structured Pruning under Limited Task Data Lucio Dery David Grangier Awni Y. Hannun 27 0 0 10 Nov 2023
Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models Shahriar Golchin Mihai Surdeanu 29 24 0 10 Nov 2023
Establishing Performance Baselines in Fine-Tuning, Retrieval-Augmented Generation and Soft-Prompting for Non-Specialist LLM Users Jennifer Dodgson Nanzheng Lin Julian Peh Akira Rafhael Janson Pattirane Alfath Daryl Alhajir Eko Ridho Dinarto Joseph Lim Syed Danyal Ahmad RALM 38 7 0 10 Nov 2023
CloudEval-YAML: A Practical Benchmark for Cloud Configuration Generation Yifei Xu Yuning Chen Xumiao Zhang Xianshang Lin Pan Hu† ... Songwu Lu Wan Du Z. Mao Ennan Zhai Dennis Cai ALM 40 9 0 10 Nov 2023
Hallucination-minimized Data-to-answer Framework for Financial Decision-makers Sohini Roychowdhury Andres Alvarez Brian Moore Marko Krema Maria Paz Gelpi ... Angel Rodriguez Jose Ramon Cabrejas Pablo Martinez Serrano Punit Agrawal Arijit Mukherjee 44 8 0 09 Nov 2023
Beyond Size: How Gradients Shape Pruning Decisions in Large Language Models Rocktim Jyoti Das Mingjie Sun Liqun Ma Zhiqiang Shen VLM 18 13 0 08 Nov 2023
Loss Masking Is Not Needed in Decoder-only Transformer for Discrete-token-based ASR Qian Chen Wen Wang Qinglin Zhang Siqi Zheng Shiliang Zhang Chong Deng Yukun Ma Hai Yu Jiaqing Liu Chong Zhang 21 8 0 08 Nov 2023
Evaluating multiple large language models in pediatric ophthalmology J. Holmes Rui Peng Yiwei Li Jinyu Hu Zheng Liu ... Wei Liu Hong Wei Jie Zou Tianming Liu Yi Shao AI4Ed ELM LM&MA 21 0 0 07 Nov 2023