Title
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems Willy Chung Samuel Cahyawijaya Bryan Wilie Holy Lovenia Pascale Fung 82 6 0 13 Oct 2023
End-to-end Story Plot Generator Hanlin Zhu Andrew Cohen Danqing Wang Kevin Kaichuang Yang Xiaomeng Yang Jiantao Jiao Yuandong Tian 65 5 0 13 Oct 2023
GLoRE: Evaluating Logical Reasoning of Large Language Models Hanmeng Liu Zhiyang Teng Ruoxi Ning Jian Liu Qiji Zhou Yuexin Zhang Yue Zhang ReLM ELM LRM 167 8 0 13 Oct 2023
GameGPT: Multi-agent Collaborative Framework for Game Development Dake Chen Hanbin Wang Yunhao Huo Yuzhao Li Haoyang Zhang LLMAG 94 19 0 12 Oct 2023
InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining Wei Ping Ming-Yu Liu Lawrence C. McAfee Peng Xu Bo Li Mohammad Shoeybi Bryan Catanzaro RALM 118 54 0 11 Oct 2023
The Past, Present and Better Future of Feedback Learning in Large Language Models for Subjective Human Preferences and Values Hannah Rose Kirk Andrew M. Bean Bertie Vidgen Paul Röttger Scott A. Hale ALM 117 50 0 11 Oct 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 98 24 0 11 Oct 2023
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators Liang Chen Yang Deng Yatao Bian Zeyu Qin Bingzhe Wu Tat-Seng Chua Kam-Fai Wong HILM ELM 121 47 0 11 Oct 2023
Lemur: Harmonizing Natural Language and Code for Language Agents Yiheng Xu Hongjin Su Chen Xing Boyu Mi Qian Liu ... Siheng Zhao Lingpeng Kong Bailin Wang Caiming Xiong Tao Yu 99 74 0 10 Oct 2023
The Limits of ChatGPT in Extracting Aspect-Category-Opinion-Sentiment Quadruples: A Comparative Analysis Xiancai Xu Jia-Dong Zhang Rongchang Xiao Lei Xiong 42 6 0 10 Oct 2023
Constructive Large Language Models Alignment with Diverse Feedback Tianshu Yu Ting-En Lin Yuchuan Wu Min Yang Fei Huang Yongbin Li ALM 104 9 0 10 Oct 2023
CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding Eslam Mohamed Bakr Mohamed Ayman Mahmoud Ahmed Habib Slim Mohamed Elhoseiny LRM 95 12 0 10 Oct 2023
Diversity from Human Feedback Ren-Jian Wang Ke Xue Yutong Wang Peng Yang Haobo Fu Qiang Fu Chao Qian 86 3 0 10 Oct 2023
Reinforcement Learning in the Era of LLMs: What is Essential? What is needed? An RL Perspective on RLHF, Prompting, and Beyond Hao Sun OffRL 87 23 0 09 Oct 2023
When is Agnostic Reinforcement Learning Statistically Tractable? Zeyu Jia Gene Li Alexander Rakhlin Ayush Sekhari Nathan Srebro OffRL 120 5 0 09 Oct 2023
FireAct: Toward Language Agent Fine-tuning Baian Chen Chang Shu Ehsan Shareghi Nigel Collier Karthik Narasimhan Shunyu Yao ALM LLMAG 185 112 0 09 Oct 2023
Fine-grained Audio-Visual Joint Representations for Multimodal Large Language Models Guangzhi Sun Wenyi Yu Changli Tang Xianzhao Chen Tian Tan Wei Li Lu Lu Zejun Ma Chao Zhang 105 13 0 09 Oct 2023
Improving Summarization with Human Edits Zonghai Yao Benjamin J Schloss Sai P. Selvaraj 113 4 0 09 Oct 2023
STREAM: Social data and knowledge collective intelligence platform for TRaining Ethical AI Models Yuwei Wang Enmeng Lu Zizhe Ruan Yao Liang Yi Zeng AI4TS 84 4 0 09 Oct 2023
Parrot Mind: Towards Explaining the Complex Task Reasoning of Pretrained Large Language Models with Template-Content Structure Haotong Yang Fanxu Meng Zhouchen Lin Muhan Zhang LRM 109 3 0 09 Oct 2023
CCAE: A Corpus of Chinese-based Asian Englishes Yang Liu Melissa Xiaohui Qin Long Wang Chao-Wei Huang 78 0 0 09 Oct 2023
Retrieval-Generation Synergy Augmented Large Language Models Zhangyin Feng Xiaocheng Feng Dezhi Zhao Maojin Yang Bing Qin LRM RALM 51 31 0 08 Oct 2023
"A Nova Eletricidade: Aplicações, Riscos e Tendências da IA Moderna -- "The New Electricity": Applications, Risks, and Trends in Current AI A. Bazzan Anderson R. Tavares André G. Pereira C. R. Jung Jacob Scharcanski J. Carbonera Luís C. Lamb Mariana Recamonde Mendoza T. L. T. D. Silveira V. P. Moreira 56 0 0 08 Oct 2023
Crystal: Introspective Reasoners Reinforced with Self-Feedback Jiacheng Liu Ramakanth Pasunuru Hannaneh Hajishirzi Yejin Choi Asli Celikyilmaz LRM ReLM 79 24 0 07 Oct 2023
ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding Zixuan Liu Gaurush Hiranandani Kun Qian E-Wen Huang Yi Xu Belinda Zeng Karthik Subbian Sheng Wang AI4TS 86 1 0 07 Oct 2023
Parameter Efficient Multi-task Model Fusion with Partial Linearization Anke Tang Li Shen Yong Luo Yibing Zhan Han Hu Bo Du Yixin Chen Dacheng Tao MoMe 124 36 0 07 Oct 2023
Automatic and Human-AI Interactive Text Generation Yao Dou Philippe Laban Claire Gardent Wei Xu 82 4 0 05 Oct 2023
A Long Way to Go: Investigating Length Correlations in RLHF Prasann Singhal Tanya Goyal Jiacheng Xu Greg Durrett 160 161 0 05 Oct 2023
SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks Alexander Robey Eric Wong Hamed Hassani George J. Pappas AAML 207 260 0 05 Oct 2023
Concise and Organized Perception Facilitates Reasoning in Large Language Models Junjie Liu Shaotian Yan Chen Shen Zhengdong Xiao Wenxiao Wang Jieping Ye Jieping Ye LRM 125 1 0 05 Oct 2023
LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models Saaket Agashe Yue Fan Anthony Reyna Xin Eric Wang LLMAG LRM 164 16 0 05 Oct 2023
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning Chang Gao Wenxuan Zhang Guizhen Chen Wai Lam 224 6 0 04 Oct 2023
A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4 Katikapalli Subramanyam Kalyan LM&MA AI4CE LRM AILaw ELM 131 248 0 04 Oct 2023
Large language models in textual analysis for gesture selection Laura Birka Hensel Nutchanon Yongsatianchot P. Torshizi E. Minucci Stacy Marsella SLR 87 8 0 04 Oct 2023
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation Chen Dun Mirian Hipolito Garcia Guoqing Zheng Ahmed Hassan Awadallah Anastasios Kyrillidis Robert Sim 212 6 0 04 Oct 2023
Reward Model Ensembles Help Mitigate Overoptimization Thomas Coste Usman Anwar Robert Kirk David M. Krueger NoLa ALM 118 139 0 04 Oct 2023
LanguageMPC: Large Language Models as Decision Makers for Autonomous Driving Hao Sha Yao Mu Yuxuan Jiang Li Chen Chenfeng Xu Ping Luo Shengbo Eben Li Masayoshi Tomizuka Wei Zhan Mingyu Ding 265 179 0 04 Oct 2023
Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation Benjamin Steenhoek Michele Tufano Neel Sundaresan Alexey Svyatkovskiy OffRL ALM 153 22 0 03 Oct 2023
Automatic Pair Construction for Contrastive Post-training Canwen Xu Corby Rosset Ethan C. Chau Luciano Del Corro Shweti Mahajan Julian McAuley Jennifer Neville Ahmed Hassan Awadallah Nikhil Rao ALM 67 4 0 03 Oct 2023
Dimensions of Disagreement: Unpacking Divergence and Misalignment in Cognitive Science and Artificial Intelligence Kerem Oktar Ilia Sucholutsky Tania Lombrozo Thomas Griffiths AI4CE 279 3 0 03 Oct 2023
Investigating Large Language Models' Perception of Emotion Using Appraisal Theory Nutchanon Yongsatianchot P. Torshizi Stacy Marsella LLMAG 81 12 0 03 Oct 2023
TWIZ-v2: The Wizard of Multimodal Conversational-Stimulus Rafael Ferreira Diogo Tavares Diogo Glória-Silva Rodrigo Valerio João Bordalo Ines Simoes Vasco Ramos David Semedo João Magalhães 45 4 0 03 Oct 2023
Can large language models provide useful feedback on research papers? A large-scale empirical analysis Weixin Liang Yuhui Zhang Hancheng Cao Binglu Wang Daisy Ding ... Siyu He D. Smith Yian Yin Daniel A. McFarland James Y. Zou ALM LM&MA 105 146 0 03 Oct 2023
HPC-GPT: Integrating Large Language Model for High-Performance Computing Xianzhong Ding Le Chen M. Emani Chunhua Liao Pei-Hung Lin T. Vanderbruggen Zhen Xie Alberto Cerpa Wan Du LM&MA AI4MH 83 29 0 03 Oct 2023
LoFT: Local Proxy Fine-tuning For Improving Transferability Of Adversarial Attacks Against Large Language Model Muhammad Ahmed Shah Roshan S. Sharma Hira Dhamyal R. Olivier Ankit Shah ... Massa Baali Soham Deshmukh Michael Kuhlmann Bhiksha Raj Rita Singh AAML 67 21 0 02 Oct 2023
Tool-Augmented Reward Modeling Lei Li Yekun Chai Shuohuan Wang Yu Sun Hao Tian Ningyu Zhang Hua Wu OffRL 115 14 0 02 Oct 2023
Language Model Decoding as Direct Metrics Optimization Haozhe Ji Pei Ke Hongning Wang Minlie Huang 65 7 0 02 Oct 2023
Variance-Aware Regret Bounds for Stochastic Contextual Dueling Bandits Qiwei Di Tao Jin Yue Wu Heyang Zhao Farzad Farnoud Quanquan Gu 100 14 0 02 Oct 2023
Enabling Language Models to Implicitly Learn Self-Improvement Ziqi Wang Le Hou Tianjian Lu Yuexin Wu Yunxuan Li Hongkun Yu Heng Ji ReLM LRM 67 6 0 02 Oct 2023
Evaluating Speech Synthesis by Training Recognizers on Synthetic Speech Dareen Alharthi Roshan S. Sharma Hira Dhamyal Soumi Maiti Bhiksha Raj Rita Singh 77 4 0 01 Oct 2023