Title
Can GPT-3.5 Generate and Code Discharge Summaries? Matúvs Falis Aryo Pradipta Gema Hang Dong Luke Daines Siddharth Basetti Michael Holder Rose S Penfold Alexandra Birch Beatrice Alex MedIm 98 14 0 24 Jan 2024
ChatterBox: Multi-round Multimodal Referring and Grounding Yunjie Tian Tianren Ma Lingxi Xie Jihao Qiu Xi Tang Yuan Zhang Jianbin Jiao Qi Tian Qixiang Ye 80 14 0 24 Jan 2024
Towards Explainable Harmful Meme Detection through Multimodal Debate between Large Language Models Hongzhan Lin Ziyang Luo Wei Gao Jing Ma Bo Wang Ruichao Yang 66 16 0 24 Jan 2024
Can AI Assistants Know What They Don't Know? Qinyuan Cheng Tianxiang Sun Xiangyang Liu Wenwei Zhang Zhangyue Yin Shimin Li Linyang Li Zhengfu He Kai Chen Xipeng Qiu 113 27 0 24 Jan 2024
UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems Hongru Wang Wenyu Huang Yang Deng Rui Wang Zezhong Wang Yufei Wang Fei Mi Jeff Z. Pan Kam-Fai Wong RALM 114 33 0 24 Jan 2024
Adaptive Crowdsourcing Via Self-Supervised Learning Anmol Kagrecha Henrik Marklund Benjamin Van Roy Hong Jun Jeon Richard Zeckhauser FedML 92 0 0 24 Jan 2024
TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data Fengbin Zhu Ziyang Liu Fuli Feng Chao Wang Moxin Li Tat-Seng Chua LMTD LRM 55 17 0 24 Jan 2024
Language-Guided World Models: A Model-Based Approach to AI Control Alex Zhang Khanh Nguyen Jens Tuyls Albert Lin Karthik Narasimhan LLMAG 90 7 0 24 Jan 2024
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents Chang Ma Junlei Zhang Zhihao Zhu Cheng Yang Yujiu Yang Yaohui Jin Zhenzhong Lan Lingpeng Kong Junxian He ELM LLMAG 86 75 0 24 Jan 2024
ARGS: Alignment as Reward-Guided Search Maxim Khanov Jirayu Burapacheep Yixuan Li 130 62 0 23 Jan 2024
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts Lingfeng Shen Weiting Tan Sihao Chen Yunmo Chen Jingyu Zhang Haoran Xu Boyuan Zheng Philipp Koehn Daniel Khashabi 92 49 0 23 Jan 2024
Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains Yu Zhang Yunyi Zhang Yanzhen Shen Yu Deng Lucian Popa Larisa Shwartz ChengXiang Zhai Jiawei Han 74 4 0 23 Jan 2024
HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments Qinhong Zhou Sunli Chen Yisong Wang Haozhe Xu Weihua Du Hongxin Zhang Yilun Du Josh Tenenbaum Chuang Gan AI4CE 81 18 0 23 Jan 2024
A Safe Reinforcement Learning Algorithm for Supervisory Control of Power Plants Yixuan Sun Sami Khairy Richard B. Vilim Rui Hu Akshay J. Dave 101 4 0 23 Jan 2024
From Understanding to Utilization: A Survey on Explainability for Large Language Models Haoyan Luo Lucia Specia 136 25 0 23 Jan 2024
Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model Zhiwei He Xing Wang Wenxiang Jiao Zhuosheng Zhang Rui Wang Shuming Shi Zhaopeng Tu ALM 113 27 0 23 Jan 2024
SLANG: New Concept Comprehension of Large Language Models Lingrui Mei Shenghua Liu Yiwei Wang Baolong Bi Xueqi Chen KELM 77 8 0 23 Jan 2024
Small Language Model Meets with Reinforced Vision Vocabulary Haoran Wei Lingyu Kong Jinyue Chen Liang Zhao Zheng Ge En Yu Jian‐Yuan Sun Chunrui Han Xiangyu Zhang VLM 127 41 0 23 Jan 2024
CCA: Collaborative Competitive Agents for Image Editing Tiankai Hang Shuyang Gu Dong Chen Xin Geng Baining Guo 166 5 0 23 Jan 2024
GRATH: Gradual Self-Truthifying for Large Language Models Weixin Chen Basel Alomair Yue Liu HILM SyDa 51 6 0 22 Jan 2024
WARM: On the Benefits of Weight Averaged Reward Models Alexandre Ramé Nino Vieillard Léonard Hussenot Robert Dadashi Geoffrey Cideron Olivier Bachem Johan Ferret 196 104 0 22 Jan 2024
Revisiting Demonstration Selection Strategies in In-Context Learning Keqin Peng Liang Ding Yancheng Yuan Xuebo Liu Min Zhang Y. Ouyang Dacheng Tao 117 35 0 22 Jan 2024
AI for social science and social science of AI: A Survey Ruoxi Xu Yingfei Sun Mengjie Ren Shiguang Guo Ruotong Pan Hongyu Lin Le Sun Xianpei Han 107 57 0 22 Jan 2024
A Framework to Implement 1+N Multi-task Fine-tuning Pattern in LLMs Using the CGC-LORA Algorithm Chao Song Zhihao Ye Qiqiang Lin Qiuying Peng Jun Wang 109 0 0 22 Jan 2024
Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models Yile Wang Sijie Cheng Zixin Sun Peng Li Yang Liu ReLM LRM 95 5 0 22 Jan 2024
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs Ling Yang Zhaochen Yu Chenlin Meng Minkai Xu Stefano Ermon Tengjiao Wang CoGe DiffM 136 137 0 22 Jan 2024
SMUTF: Schema Matching Using Generative Tags and Hybrid Features Yu Zhang Mei Di Haozheng Luo Chenwei Xu Richard Tzong-Han Tsai 111 7 0 22 Jan 2024
Emojis Decoded: Leveraging ChatGPT for Enhanced Understanding in Social Media Communications Yuhang Zhou Paiheng Xu Xiyao Wang Xuan Lu Ge Gao Wei Ai 162 7 0 22 Jan 2024
In-context Learning with Retrieved Demonstrations for Language Models: A Survey an Luo Xin Xu Yue Liu Panupong Pasupat Mehran Kazemi RALM 164 70 0 21 Jan 2024
Over-Reasoning and Redundant Calculation of Large Language Models Cheng-Han Chiang Hunghuei Lee LRM 146 13 0 21 Jan 2024
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback Songyang Gao Qiming Ge Wei Shen Shihan Dou Junjie Ye ... Yicheng Zou Zhi Chen Hang Yan Qi Zhang Dahua Lin 95 11 0 21 Jan 2024
ProLex: A Benchmark for Language Proficiency-oriented Lexical Substitution Xuanming Zhang Zixun Chen Zhou Yu 54 4 0 21 Jan 2024
Prompting Large Vision-Language Models for Compositional Reasoning Timothy Ossowski Ming Jiang Junjie Hu CoGe VLM LRM 102 3 0 20 Jan 2024
Orion-14B: Open-source Multilingual Large Language Models Du Chen Yi Huang Xiaopu Li Yongqiang Li Yongqiang Liu Haihui Pan Leichao Xu Dacheng Zhang Zhipeng Zhang Kun Han 64 4 0 20 Jan 2024
InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance Pengyu Wang Dong Zhang Linyang Li Chenkun Tan Xinghao Wang Ke Ren Botian Jiang Xipeng Qiu LLMSV 102 49 0 20 Jan 2024
Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines David Oniani Xizhi Wu Shyam Visweswaran S. Kapoor Shravan Kooragayalu Katelyn Polanska Yanshan Wang LM&MA ELM AI4MH 58 12 0 20 Jan 2024
TypeDance: Creating Semantic Typographic Logos from Image through Personalized Generation Shishi Xiao Liangwei Wang Xiaojuan Ma Wei Zeng 100 20 0 20 Jan 2024
The Radiation Oncology NLP Database Zheng Liu J. Holmes Wenxiong Liao Chenbin Liu Hua Zhou ... Quanzheng Li Xiang Li Tianming Liu Jiajian Shen Wei Liu LM&MA AI4CE 79 3 0 19 Jan 2024
Reinforcement learning for question answering in programming domain using public community scoring as a human feedback Alexey Gorbatovski Sergey Kovalchuk 27 3 0 19 Jan 2024
Pruning for Protection: Increasing Jailbreak Resistance in Aligned LLMs Without Fine-Tuning Adib Hasan Ileana Rugina Alex Wang AAML 96 24 0 19 Jan 2024
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads Tianle Cai Yuhong Li Zhengyang Geng Hongwu Peng Jason D. Lee De-huai Chen Tri Dao 198 315 0 19 Jan 2024
Knowledge Verification to Nip Hallucination in the Bud Fanqi Wan Xinting Huang Leyang Cui Xiaojun Quan Wei Bi Shuming Shi HILM 64 4 0 19 Jan 2024
PHOENIX: Open-Source Language Adaption for Direct Preference Optimization Matthias Uhlig Sigurd Schacht Sudarshan Kamath Barkur ALM 57 1 0 19 Jan 2024
Large Language Models are Efficient Learners of Noise-Robust Speech Recognition Yuchen Hu Chen Chen Chao-Han Huck Yang Ruizhe Li Chao Zhang Pin-Yu Chen Ensiong Chng 102 25 0 19 Jan 2024
MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning Chenyu Wang Weixin Luo Qianyu Chen Haonan Mai Jindi Guo Sixun Dong Xiaohua Xuan MLLM LLMAG 155 20 0 19 Jan 2024
Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? Marcio Fonseca Shay B. Cohen 85 12 0 18 Jan 2024
Inconsistent dialogue responses and how to recover from them Mian Zhang Lifeng Jin Linfeng Song Haitao Mi Dong Yu 68 1 0 18 Jan 2024
Bridging Cultural Nuances in Dialogue Agents through Cultural Value Surveys Yong Cao Min Chen Daniel Hershcovich 124 7 0 18 Jan 2024
ChatQA: Surpassing GPT-4 on Conversational QA and RAG Zihan Liu Ming-Yu Liu Rajarshi Roy Peng Xu Chankyu Lee Mohammad Shoeybi Bryan Catanzaro ALM RALM AI4MH 107 48 0 18 Jan 2024
LangProp: A code optimization framework using Large Language Models applied to driving Shu Ishida Gianluca Corrado George Fedoseev Hudson Yeo Lloyd Russell Jamie Shotton João F. Henriques Anthony Hu 115 11 0 18 Jan 2024