Title
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
Still No Lie Detector for Language Models: Probing Empirical and Conceptual Roadblocks B. Levinstein Daniel A. Herrmann 102 61 0 30 Jun 2023
LeanDojo: Theorem Proving with Retrieval-Augmented Language Models Kaiyu Yang Aidan M. Swope Alex Gu Rahul Chalamala Peiyang Song Shixing Yu Saad Godil R. Prenger Anima Anandkumar RALM 140 247 0 27 Jun 2023
System-Level Natural Language Feedback Weizhe Yuan Kyunghyun Cho Jason Weston 115 5 0 23 Jun 2023
I See Dead People: Gray-Box Adversarial Attack on Image-To-Text Models Raz Lapid Moshe Sipper AAML 110 17 0 13 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 69 114 0 09 Jun 2023
Long-form analogies generated by chatGPT lack human-like psycholinguistic properties S. M. Seals V. Shalin 50 12 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 107 149 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 111 136 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 110 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 73 61 0 05 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 88 7 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 73 16 0 01 Jun 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 93 35 0 30 May 2023
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation Niels Mündler Jingxuan He Slobodan Jenko Martin Vechev HILM 70 119 0 25 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 131 53 0 24 May 2023
Enabling Large Language Models to Generate Text with Citations Tianyu Gao Howard Yen Jiatong Yu Danqi Chen LM&MA HILM 159 357 0 24 May 2023
Does ChatGPT have Theory of Mind? B. Holterman Kees van Deemter LRM AI4CE 81 24 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 94 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 100 29 0 23 May 2023
SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation Elizabeth Clark Shruti Rijhwani Sebastian Gehrmann Joshua Maynez Roee Aharoni Vitaly Nikolaev Thibault Sellam Aditya Siddhant Dipanjan Das Ankur P. Parikh 95 41 0 22 May 2023
Paragraph-level Citation Recommendation based on Topic Sentences as Queries Zoran Medic Jan Snajder 3DV 55 1 0 20 May 2023
AI-assisted Code Authoring at Scale: Fine-tuning, deploying, and mixed methods evaluation V. Murali C. Maddila Imad Ahmad Michael Bolin Daniel Cheng Negar Ghorbani Renuka Fernandez Nachiappan Nagappan Peter C. Rigby 85 14 0 20 May 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Nan Duan Weizhu Chen KELM LRM 148 398 0 19 May 2023
Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks Moritz Plenz Juri Opitz Philipp Heinisch Philipp Cimiano Anette Frank 95 9 0 15 May 2023
Synergistic Interplay between Search and Large Language Models for Information Retrieval Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen Can Xu Guodong Long Dongyan Zhao Daxin Jiang KELM 129 6 0 12 May 2023
The Current State of Summarization Fabian Retkowski 78 6 0 08 May 2023
Influence of External Information on Large Language Models Mirrors Social Cognitive Patterns Ning Bian Hongyu Lin Peilin Liu Yaojie Lu Chunkang Zhang Xianpei Han Xianpei Han Le Sun 78 14 0 08 May 2023
"Oops, Did I Just Say That?" Testing and Repairing Unethical Suggestions of Large Language Models with Suggest-Critique-Reflect Process Anna Glazkova Zongjie Li Michael Kadantsev Maksim Glazkov KELM 86 14 0 04 May 2023
Towards Multi-Modal DBMSs for Seamless Querying of Texts and Tables Matthias Urban Carsten Binnig 71 5 0 26 Apr 2023
The Internal State of an LLM Knows When It's Lying A. Azaria Tom Michael Mitchell HILM 353 348 0 26 Apr 2023
(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis Jacopo Tagliabue C. Greco 88 2 0 22 Apr 2023
Improving Patient Pre-screening for Clinical Trials: Assisting Physicians with Large Language Models D. Hamer P. Schoor T. Polak Daniel Kapitan LRM LM&MA 66 15 0 14 Apr 2023
Galactic ChitChat: Using Large Language Models to Converse with Astronomy Literature I. Ciucă Y. Ting 丁 59 6 0 12 Apr 2023
chatClimate: Grounding Conversational AI in Climate Science S. Vaghefi Qian Wang V. Muccione Jingwei Ni Mathias Kraus ... Tobias Schimanski Chiara Colesanti-Senni Nicolas Webersinke Christrian Huggel Markus Leippold KELM AI4MH HILM 109 73 0 11 Apr 2023
Structured prompt interrogation and recursive extraction of semantics (SPIRES): A method for populating knowledge bases using zero-shot learning J. H. Caufield Harshad B. Hegde Vincent Emonet N. Harris marcin p. joachimiak ... Sierra A T Moxon Justin P Reese M. Haendel Peter N. Robinson Christopher J. Mungall 101 89 0 05 Apr 2023
LLMMaps -- A Visual Metaphor for Stratified Evaluation of Large Language Models Patrik Puchert Poonam Poonam Christian van Onzenoodt Timo Ropinski 64 9 0 02 Apr 2023
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation Nico Daheim Nouha Dziri Mrinmaya Sachan Iryna Gurevych Edoardo Ponti MoMe 108 31 0 30 Mar 2023
Hallucinations in Large Multilingual Translation Models Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 195 154 0 28 Mar 2023
Who's in Charge? Roles and Responsibilities of Decision-Making Components in Conversational Robots Pierre Lison C. Kennington 57 3 0 15 Mar 2023
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 93 47 0 10 Mar 2023
Personalisation within bounds: A risk taxonomy and policy framework for the alignment of large language models with personalised feedback Hannah Rose Kirk Bertie Vidgen Paul Röttger Scott A. Hale 106 107 0 09 Mar 2023
GLM-Dialog: Noise-tolerant Pre-training for Knowledge-grounded Dialogue Generation Jing Zhang Yanling Wang Daniel Zhang-Li Jifan Yu Zijun Yao ... Xiaohan Zhang Nianyi Lin Sunrui Lu Juan Li Jie Tang 81 19 0 28 Feb 2023
CARE: Collaborative AI-Assisted Reading Environment Dennis Zyska Nils Dycke Jan Buchmann Ilia Kuznetsov Iryna Gurevych 67 6 0 24 Feb 2023
Dr ChatGPT, tell me what I want to hear: How prompt knowledge impacts health answer correctness Guido Zuccon Bevan Koopman KELM AI4MH MedIm 65 41 0 23 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 212 16 0 17 Feb 2023
Towards Few-Shot Identification of Morality Frames using In-Context Learning Shamik Roy Nishanth Nakshatri Dan Goldwasser 92 11 0 03 Feb 2023
ExClaim: Explainable Neural Claim Verification Using Rationalization Sai Gurrapu Lifu Huang Feras A. Batarseh AAML 94 9 0 21 Jan 2023
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection Weijia Xu Sweta Agrawal Eleftheria Briakou Marianna J. Martindale Marine Carpuat HILM 74 49 0 18 Jan 2023
GPT as Knowledge Worker: A Zero-Shot Evaluation of (AI)CPA Capabilities Jillian Bommarito M. Bommarito Daniel Martin Katz Jessica Katz ELM 73 55 0 11 Jan 2023