Title
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 43 723 0 14 Jun 2023
AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks Alexander Tornede Difan Deng Theresa Eimer Joseph Giovanelli Aditya Mohan ... Sarah Segel Daphne Theodorakopoulos Tanja Tornede Henning Wachsmuth Marius Lindauer 41 23 0 13 Jun 2023
WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences Xiao Liu Hanyu Lai Hao Yu Yifan Xu Aohan Zeng Zhengxiao Du Peng Zhang Yuxiao Dong Jie Tang 17 97 0 13 Jun 2023
I See Dead People: Gray-Box Adversarial Attack on Image-To-Text Models Raz Lapid Moshe Sipper AAML 27 17 0 13 Jun 2023
Boosting Language Models Reasoning with Chain-of-Knowledge Prompting Rongxiang Weng Qiushi Sun Xiang Li Ming Gao ReLM LRM 26 65 0 10 Jun 2023
Measuring and Modifying Factual Knowledge in Large Language Models Pouya Pezeshkpour KELM 22 17 0 09 Jun 2023
Exploring the Responses of Large Language Models to Beginner Programmers' Help Requests Arto Hellas Juho Leinonen Sami Sarsa Charles Koutcheme Lilja Kujanpää Juha Sorva AI4Ed 42 104 0 09 Jun 2023
Customizing General-Purpose Foundation Models for Medical Report Generation Bang-ju Yang Asif Raza Yuexian Zou Tong Zhang MedIm 30 11 0 09 Jun 2023
Mapping the Challenges of HCI: An Application and Evaluation of ChatGPT and GPT-4 for Mining Insights at Scale Jonas Oppenlaender Joonas Hamalainen 36 6 0 08 Jun 2023
Long-form analogies generated by chatGPT lack human-like psycholinguistic properties S. M. Seals V. Shalin 24 11 0 07 Jun 2023
Benchmarking Foundation Models with Language-Model-as-an-Examiner Yushi Bai Jiahao Ying Yixin Cao Xin Lv Yuze He ... Yijia Xiao Haozhe Lyu Jiayin Zhang Juanzi Li Lei Hou ALM ELM 50 136 0 07 Jun 2023
Deductive Verification of Chain-of-Thought Reasoning Z. Ling Yunhao Fang Xuanlin Li Zhiao Huang Mingu Lee Roland Memisevic Hao Su ReLM LRM 32 126 0 06 Jun 2023
Natural Language Commanding via Program Synthesis Apurva Gandhi Thong Q. Nguyen Huitian Jiao R. Steen Ameya Bhatawdekar 29 7 0 06 Jun 2023
DreamSparse: Escaping from Plato's Cave with 2D Frozen Diffusion Model Given Sparse Views Paul D. Yoo Jiaxian Guo Yutaka Matsuo S. Gu 18 24 0 06 Jun 2023
Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction Rose E. Wang Dorottya Demszky 32 59 0 05 Jun 2023
SelfEvolve: A Code Evolution Framework via Large Language Models Shuyang Jiang Yuhao Wang Yu Wang 24 32 0 05 Jun 2023
Utilizing ChatGPT to Enhance Clinical Trial Enrollment Georgios Peikos S. Symeonidis Pranav Kasela G. Pasi LM&MA 32 12 0 03 Jun 2023
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap Q. V. Liao J. Vaughan 58 159 0 02 Jun 2023
How Ready are Pre-trained Abstractive Models and LLMs for Legal Case Judgement Summarization? Aniket Deroy Kripabandhu Ghosh Saptarshi Ghosh ELM AILaw 21 60 0 02 Jun 2023
Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A Practical Study Guang Lu Sylvia B. Larcher Tu-Anh Tran 29 9 0 01 Jun 2023
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference Yan Xu Deqian Kong Dehong Xu Ziwei Ji Bo Pang Pascale Fung Yingting Wu 29 6 0 01 Jun 2023
Exposing Attention Glitches with Flip-Flop Language Modeling Bingbin Liu Jordan T. Ash Surbhi Goel A. Krishnamurthy Cyril Zhang LRM 35 46 0 01 Jun 2023
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER Sreyan Ghosh Utkarsh Tyagi Manan Suri Sonal Kumar S. Ramaneswaran Dinesh Manocha 30 15 0 01 Jun 2023
In-Context Learning User Simulators for Task-Oriented Dialog Systems Silvia Terragni Modestas Filipavicius Nghia Khau Bruna Guedes A. Manso Roland Mathis 46 11 0 01 Jun 2023
ReviewerGPT? An Exploratory Study on Using Large Language Models for Paper Reviewing Ryan Liu Nihar B. Shah ELM 49 66 0 01 Jun 2023
Examining risks of racial biases in NLP tools for child protective services Anjalie Field Amanda Coston Nupoor Gandhi Alexandra Chouldechova Emily Putnam-Hornstein David Steier Yulia Tsvetkov 52 13 0 30 May 2023
GPT4GEO: How a Language Model Sees the World's Geography Jonathan Roberts Timo Lüddecke Sowmen Das Kai Han Samuel Albanie 24 60 0 30 May 2023
GPT Models in Construction Industry: Opportunities, Limitations, and a Use Case Validation Abdullahi Saka Ridwan Taiwo Nurudeen Saka B. Salami Saheed Ajayi Kabiru O. Akande Hadi Kazemi 36 60 0 30 May 2023
Graph Reasoning for Question Answering with Triplet Retrieval Shiyang Li Yifan Gao Hao Jiang Qingyu Yin Zheng Li Xifeng Yan Chao Zhang Bing Yin RALM ReLM 18 29 0 30 May 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 33 126 0 30 May 2023
Do Language Models Know When They're Hallucinating References? A. Agrawal Mirac Suzgun Lester W. Mackey Adam Tauman Kalai HILM LRM 32 94 0 29 May 2023
Gaussian Process Probes (GPP) for Uncertainty-Aware Probing Zehao Wang Alexander Ku Jason Baldridge Thomas Griffiths Been Kim UQCV 36 11 0 29 May 2023
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking Jiaqi Bai Hongcheng Guo Jiaheng Liu Jian Yang Xinnian Liang Zhao Yan Zhoujun Li RALM 34 14 0 29 May 2023
Large Language Models, scientific knowledge and factuality: A systematic analysis in antibiotic discovery Magdalena Wysocka Oskar Wysocki Maxime Delmas V. Mutel André Freitas LM&MA 35 5 0 28 May 2023
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model I-Hung Hsu Zhiyu Xie Kuan-Hao Huang Premkumar Natarajan Nanyun Peng 32 41 0 26 May 2023
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation Niels Mündler Jingxuan He Slobodan Jenko Martin Vechev HILM 22 108 0 25 May 2023
RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting Lei Shu Liangchen Luo Jayakumar Hoskere Yun Zhu Canoee Liu Simon Tong Jindong Chen Lei Meng KELM LRM 38 44 0 25 May 2023
The Larger They Are, the Harder They Fail: Language Models do not Recognize Identifier Swaps in Python Antonio Valerio Miceli Barone Fazl Barez Ioannis Konstas Shay B. Cohen 25 32 0 24 May 2023
Lawyer LLaMA Technical Report Quzhe Huang Mingxu Tao Chen Zhang Zhenwei An Cong Jiang Zhibin Chen Zirui Wu Yansong Feng ELM ALM AILaw 36 50 0 24 May 2023
Mastering the ABCDs of Complex Questions: Answer-Based Claim Decomposition for Fine-grained Self-Evaluation Nishant Balepur Jie Huang Samraj Moorjani Hari Sundaram Kevin Chen-Chuan Chang ReLM 35 0 0 24 May 2023
Enabling Large Language Models to Generate Text with Citations Tianyu Gao Howard Yen Jiatong Yu Danqi Chen LM&MA HILM 40 318 0 24 May 2023
Unraveling ChatGPT: A Critical Analysis of AI-Generated Goal-Oriented Dialogues and Annotations Tiziano Labruna Sofia Brenna Andrea Zaninello Bernardo Magnini 16 14 0 23 May 2023
Dancing Between Success and Failure: Edit-level Simplification Evaluation using SALSA David Heineman Yao Dou Mounica Maddela Wei Xu 23 15 0 23 May 2023
Evaluating and Modeling Attribution for Cross-Lingual Question Answering Benjamin Muller John Wieting J. Clark Tom Kwiatkowski Sebastian Ruder Livio Baldini Soares Roee Aharoni Jonathan Herzig Xinyi Wang HILM 27 16 0 23 May 2023
USB: A Unified Summarization Benchmark Across Tasks and Domains Kundan Krishna Prakhar Gupta S. Ramprasad Byron C. Wallace Jeffrey P. Bigham Zachary Chase Lipton HILM 45 8 0 23 May 2023
Does ChatGPT have Theory of Mind? B. Holterman Kees van Deemter LRM AI4CE 36 22 0 23 May 2023
Make a Choice! Knowledge Base Question Answering with In-Context Learning Chuanyuan Tan Yuehe Chen Wenbiao Shao Wenliang Chen 29 13 0 23 May 2023
Revealing User Familiarity Bias in Task-Oriented Dialogue via Interactive Evaluation Takyoung Kim Jamin Shin Young-Ho Kim Sanghwan Bae Sungdong Kim 49 1 0 23 May 2023
Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models Alfonso Amayuelas Kyle Wong Liangming Pan Wenhu Chen Wenjie Wang 42 25 0 23 May 2023
Towards Legally Enforceable Hate Speech Detection for Public Forums Chunyan Luo R. Bhambhoria Xiao-Dan Zhu Samuel Dahan AILaw 33 5 0 23 May 2023