Title
Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs Zhikai Chen Haitao Mao Hang Li Wei Jin Haifang Wen ... Shuaiqiang Wang Dawei Yin Wenqi Fan Hui Liu Jiliang Tang AI4CE 162 288 0 07 Jul 2023
Teaching Arithmetic to Small Transformers Nayoung Lee Kartik K. Sreenivasan Jason D. Lee Kangwook Lee Dimitris Papailiopoulos LRM 98 94 0 07 Jul 2023
Frontier AI Regulation: Managing Emerging Risks to Public Safety Markus Anderljung Joslyn Barnhart Anton Korinek Jade Leung Cullen O'Keefe ... Jonas Schuett Yonadav Shavit Divya Siddarth Robert F. Trager Kevin J. Wolf SILM 145 125 0 06 Jul 2023
Scaling In-Context Demonstrations with Structured Attention Tianle Cai Kaixuan Huang Jason D. Lee Mengdi Wang LRM 80 8 0 05 Jul 2023
External Reasoning: Towards Multi-Large-Language-Models Interchangeable Assistance with Human Feedback Akide Liu KELM LRM 37 1 0 05 Jul 2023
The FormAI Dataset: Generative AI in Software Security Through the Lens of Formal Verification Norbert Tihanyi Tamás Bisztray Ridhi Jain M. Ferrag Lucas C. Cordeiro Vasileios Mavroeidis 108 44 0 05 Jul 2023
Citation: A Key to Building Responsible and Accountable Large Language Models Jie Huang Kevin Chen-Chuan Chang HILM 80 20 0 05 Jul 2023
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 171 348 0 05 Jul 2023
Comparative Analysis of GPT-4 and Human Graders in Evaluating Praise Given to Students in Synthetic Dialogues Dollaya Hirunyasiri Danielle R. Thomas Jionghao Lin Kenneth R. Koedinger Vincent Aleven ELM ALM 33 1 0 05 Jul 2023
Building Cooperative Embodied Agents Modularly with Large Language Models Hongxin Zhang Weihua Du Jiaming Shan Qinhong Zhou Yilun Du J. Tenenbaum Tianmin Shu Chuang Gan LLMAG LM&Ro 126 177 0 05 Jul 2023
Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners Allen Z. Ren Anushri Dixit Alexandra Bodrova Sumeet Singh Stephen Tu ... Jacob Varley Zhenjia Xu Dorsa Sadigh Andy Zeng Anirudha Majumdar LM&Ro 286 239 0 04 Jul 2023
Insert-expansions for Tool-enabled Conversational Agents Andreas Göldi Roman Rietsche KELM 68 1 0 04 Jul 2023
Chain of Thought Prompting Elicits Knowledge Augmentation Di Wu Jing Zhang Xinmei Huang LRM 89 35 0 04 Jul 2023
Exploring the In-context Learning Ability of Large Language Model for Biomedical Concept Linking Qinyong Wang Zhenxiang Gao Rong Xu 88 14 0 03 Jul 2023
Minimum Levels of Interpretability for Artificial Moral Agents Avish Vijayaraghavan C. Badea AI4CE 64 5 0 02 Jul 2023
PatternGPT :A Pattern-Driven Framework for Large Language Model Text Generation Le Xiao Xin Shan 70 7 0 02 Jul 2023
Conformer LLMs -- Convolution Augmented Large Language Models Prateek Verma 62 1 0 02 Jul 2023
InstructEval: Systematic Evaluation of Instruction Selection Methods Anirudh Ajith Chris Pan Mengzhou Xia Ameet Deshpande Karthik Narasimhan ELM 85 16 0 01 Jul 2023
How far is Language Model from 100% Few-shot Named Entity Recognition in Medical Domain Mingchen Li Rui Zhang 127 24 0 01 Jul 2023
Queer People are People First: Deconstructing Sexual Identity Stereotypes in Large Language Models Harnoor Dhingra Preetiha Jayashanker Sayali S. Moghe Emma Strubell 77 13 0 30 Jun 2023
Statler: State-Maintaining Language Models for Embodied Reasoning Takuma Yoneda Jiading Fang Peng Li Huanyu Zhang Tianchong Jiang Shengjie Lin Ben Picker David Yunis Hongyuan Mei Matthew R. Walter LM&Ro 83 34 0 30 Jun 2023
Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models Yiming Wang Zhuosheng Zhang Pei Zhang Baosong Yang Rui Wang ReLM LRM 107 6 0 30 Jun 2023
Stay on topic with Classifier-Free Guidance Guillaume Sanchez Honglu Fan Alexander Spangher Elad Levi Pawan Sasanka Ammanamanchi Stella Biderman 3DV 105 55 0 30 Jun 2023
Look, Remember and Reason: Grounded reasoning in videos with language models Apratim Bhattacharyya Sunny Panchal Mingu Lee Reza Pourreza Pulkit Madan Roland Memisevic LRM 107 7 0 30 Jun 2023
CausalVLR: A Toolbox and Benchmark for Visual-Linguistic Causal Reasoning Yang Liu Weixing Chen Guanbin Li Liang Lin CML LRM 77 4 0 30 Jun 2023
LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT Le Zhuo Ruibin Yuan Jiahao Pan Yi Ma Yizhi Li ... Chenghua Lin Emmanouil Benetos Wenhu Chen Wei Xue Yi-Ting Guo 109 18 0 29 Jun 2023
Benchmarking Large Language Model Capabilities for Conditional Generation Joshua Maynez Priyanka Agrawal Sebastian Gehrmann ELM LM&MA 92 31 0 29 Jun 2023
Leveraging GPT-4 for Food Effect Summarization to Enhance Product-Specific Guidance Development via Iterative Prompting Yiwen Shi Ping Ren Jing Wang Biao Han Taha ValizadehAslani Felix Agbavor Yi Zhang Meng Hu Liang Zhao Hualou Liang 74 18 0 28 Jun 2023
RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model Keyan Chen Chenyang Liu Hao Chen Haotian Zhang Wenyuan Li Zhengxia Zou Z. Shi VLM 112 220 0 28 Jun 2023
REFLECT: Summarizing Robot Experiences for Failure Explanation and Correction Zeyi Liu Arpit Bahety Shuran Song LRM 114 127 0 27 Jun 2023
Length Generalization in Arithmetic Transformers Samy Jelassi Stéphane dÁscoli Carles Domingo-Enrich Yuhuai Wu Yuan-Fang Li Franccois Charton 100 43 0 27 Jun 2023
IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning Zihang Xu Ziqing Yang Yiming Cui Shijin Wang LRM ReLM MLLM 87 6 0 27 Jun 2023
Large Multimodal Models: Notes on CVPR 2023 Tutorial Chunyuan Li MLLM VLM 106 20 0 26 Jun 2023
The Neuro-Symbolic Inverse Planning Engine (NIPE): Modeling Probabilistic Social Inferences from Linguistic Inputs Lance Ying Katherine M. Collins Megan Wei Cedegao E. Zhang Tan Zhi-Xuan Adrian Weller J. Tenenbaum L. Wong 121 16 0 25 Jun 2023
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations Yilun Zhao Chen Zhao Linyong Nan Zhenting Qi Wenlin Zhang Xiangru Tang Boyu Mi Dragomir R. Radev AAML LMTD 92 40 0 25 Jun 2023
Let's Do a Thought Experiment: Using Counterfactuals to Improve Moral Reasoning Xiao Ma Swaroop Mishra Ahmad Beirami Alex Beutel Jilin Chen ELM ReLM LRM 59 12 0 25 Jun 2023
Chain-of-Thought Prompt Distillation for Multimodal Named Entity Recognition and Multimodal Relation Extraction F. Chen Yujian Feng LRM 98 9 0 25 Jun 2023
Language models are weak learners Hariharan Manikandan Yiding Jiang J Zico Kolter 87 19 0 25 Jun 2023
Full Automation of Goal-driven LLM Dialog Threads with And-Or Recursors and Refiner Oracles Paul Tarau LRM 56 1 0 24 Jun 2023
Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think" Step-by-Step Liunian Harold Li Jack Hessel Youngjae Yu Xiang Ren Kai-Wei Chang Yejin Choi LRM AI4CE ReLM 115 143 0 24 Jun 2023
H $_2$ O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models Zhenyu Zhang Ying Sheng Dinesh Manocha Tianlong Chen Lianmin Zheng ... Yuandong Tian Christopher Ré Clark W. Barrett Zhangyang Wang Beidi Chen VLM 180 314 0 24 Jun 2023
Large Sequence Models for Sequential Decision-Making: A Survey Muning Wen Runji Lin Hanjing Wang Yaodong Yang Ying Wen Kai Zou Jun Wang Haifeng Zhang Weinan Zhang LM&Ro LRM 98 36 0 24 Jun 2023
Math Word Problem Solving by Generating Linguistic Variants of Problem Statements Syed Rifat Raiyan Md. Nafis Faiyaz S. Kabir Mohsinul Kabir H. Mahmud Md. Kamrul Hasan 78 14 0 24 Jun 2023
Potential Benefits of Employing Large Language Models in Research in Moral Education and Development Hyemin Han LLMAG 63 11 0 23 Jun 2023
LLM-Assisted Content Analysis: Using Large Language Models to Support Deductive Coding Robert F. Chew John Bollenbacher Michael Wenger Jessica Speer Annice Kim ELM 58 74 0 23 Jun 2023
On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes Rishabh Agarwal Nino Vieillard Yongchao Zhou Piotr Stańczyk Sabela Ramos Matthieu Geist Olivier Bachem 105 105 0 23 Jun 2023
Max-Margin Token Selection in Attention Mechanism Davoud Ataee Tarzanagh Yingcong Li Xuechen Zhang Samet Oymak 111 45 0 23 Jun 2023
System-Level Natural Language Feedback Weizhe Yuan Kyunghyun Cho Jason Weston 115 5 0 23 Jun 2023
A Survey on Multimodal Large Language Models Shukang Yin Chaoyou Fu Sirui Zhao Ke Li Xing Sun Tong Xu Enhong Chen MLLM LRM 138 611 0 23 Jun 2023
MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models Chaoyou Fu Peixian Chen Yunhang Shen Yulei Qin Mengdan Zhang ... Xiawu Zheng Ke Li Xing Sun Zhenyu Qiu Rongrong Ji ELM MLLM 150 859 0 23 Jun 2023