Title
Influence of External Information on Large Language Models Mirrors Social Cognitive PatternsIEEE Transactions on Computational Social Systems (IEEE TCSS), 2023 Ning Bian Hongyu Lin Peilin Liu Yaojie Lu Chunkang Zhang Xianpei Han Xianpei Han Le Sun 203 22 0 08 May 2023
Exploring Human-Like Translation Strategy with Large Language ModelsTransactions of the Association for Computational Linguistics (TACL), 2023 Zhiwei He Tian Liang Wenxiang Jiao Zhuosheng Zhang Yujiu Yang Rui Wang Zhaopeng Tu Shuming Shi Xing Wang 282 76 0 06 May 2023
Expository Text Generation: Imitate, Retrieve, ParaphraseConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Nishant Balepur Jie Huang Kevin Chen-Chuan Chang 191 11 0 05 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 163 15 0 04 May 2023
SCOTT: Self-Consistent Chain-of-Thought DistillationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jamie Yap Zhengyang Wang Zheng Li K. Lynch Bing Yin Xiang Ren LRM 311 118 0 03 May 2023
Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss InformationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Sunjae Kwon Rishabh Garodia Linghe Wang Zhichao Yang Hong-ye Yu CoGe 309 5 0 02 May 2023
Beyond Classification: Financial Reasoning in State-of-the-Art Language Models Seunghyeok Hong Han-Na Jung Moonjeong Hahm Keonju Na Sol Jin AIFin LRM 215 23 0 30 Apr 2023
Towards Multi-Modal DBMSs for Seamless Querying of Texts and Tables Matthias Urban Carsten Binnig 177 8 0 26 Apr 2023
The Internal State of an LLM Knows When It's LyingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 A. Azaria Tom Michael Mitchell HILM 574 476 0 26 Apr 2023
AI-assisted coding: Experiments with GPT-4 R. Poldrack Thomas Lu Gašper Beguš ALM 94 90 0 25 Apr 2023
Directed Acyclic Transformer Pre-training for High-quality Non-autoregressive Text GenerationTransactions of the Association for Computational Linguistics (TACL), 2023 Fei Huang Pei Ke Shiyu Huang AI4CE 160 12 0 24 Apr 2023
A Lightweight Constrained Generation Alternative for Query-focused SummarizationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Zhichao Xu Daniel Cohen 139 13 0 23 Apr 2023
(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis Jacopo Tagliabue C. Greco 241 2 0 22 Apr 2023
The Dark Side of ChatGPT: Legal and Ethical Challenges from Stochastic Parrots and Hallucination Z. Li AILaw SILM 152 49 0 21 Apr 2023
Auditing and Generating Synthetic Data with Controllable Trust Trade-offsIEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2023 Brian M. Belgodere Pierre Dognin Adam Ivankay Igor Melnyk Youssef Mroueh ... Mattia Rigotti Jerret Ross Yair Schiff Radhika Vedpathak Richard A. Young 433 17 0 21 Apr 2023
GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information Qiao Jin Yifan Yang Qingyu Chen Zhiyong Lu LM&MA LLMAG 175 201 0 19 Apr 2023
SkillGPT: a RESTful API service for skill extraction and standardization using a Large Language Model Nan Li Bo Kang T. D. Bie 105 20 0 17 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 142 18 0 14 Apr 2023
Galactic ChitChat: Using Large Language Models to Converse with Astronomy LiteratureResearch Notes of the AAS (RNAAS), 2023 I. Ciucă Y. Ting 丁 79 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 320 100 0 11 Apr 2023
Interpretable Unified Language Checking Tianhua Zhang Hongyin Luo Yung-Sung Chuang Wei Fang Luc Gaitskell Thomas Hartvigsen Xixin Wu D. Fox Helen M. Meng James R. Glass 170 30 0 07 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 292 114 0 05 Apr 2023
Beyond Summarization: Designing AI Support for Real-World Expository Writing Tasks Zejiang Shen Tal August Pao Siangliulue Kyle Lo Jonathan Bragg Jeff Hammerbacher Doug Downey Joseph Chee Chang David Sontag ELM 167 23 0 05 Apr 2023
Querying Large Language Models with SQLInternational Conference on Extending Database Technology (EDBT), 2023 Mohammed Saeed Nicola De Cao Paolo Papotti 222 41 0 02 Apr 2023
LLMMaps -- A Visual Metaphor for Stratified Evaluation of Large Language Models Patrik Puchert Poonam Poonam Christian van Onzenoodt Timo Ropinski 127 11 0 02 Apr 2023
Elastic Weight Removal for Faithful and Abstractive Dialogue GenerationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Nico Daheim Nouha Dziri Mrinmaya Sachan Iryna Gurevych Edoardo Ponti MoMe 233 32 0 30 Mar 2023
Hallucinations in Large Multilingual Translation ModelsTransactions of the Association for Computational Linguistics (TACL), 2023 Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 360 195 0 28 Mar 2023
SmartBook: AI-Assisted Situation Report Generation for Intelligence Analysts R. Reddy Daniel Lee Yi R. Fung Khanh Duy Nguyen Qi Zeng Pengfei Yu Ziqi Wang Clare R. Voss Heng Ji 192 8 0 25 Mar 2023
VideoXum: Cross-modal Visual and Textural Summarization of VideosIEEE transactions on multimedia (IEEE TMM), 2023 Jingyang Lin Hang Hua Ming Chen Yikang Li Jenhao Hsiao C. Ho Jiebo Luo 360 49 0 21 Mar 2023
The Scope of In-Context Learning for the Extraction of Medical Temporal ConstraintsIEEE International Conference on Healthcare Informatics (ICHI), 2023 Parker Seegmiller Joseph Gatto Madhusudan Basak Diane J. Cook Hassan Ghasemzadeh John A. Stankovic S. Preum 158 3 0 16 Mar 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Potsawee Manakul Adian Liusie Mark Gales HILM LRM 413 640 0 15 Mar 2023
Who's in Charge? Roles and Responsibilities of Decision-Making Components in Conversational Robots Pierre Lison C. Kennington 172 3 0 15 Mar 2023
Exploring AI-Generated Text in Student Writing: How Does AI Help? David James Woo Hengky Susanto Chi Ho 楊志豪 Yeung Kai Guo April Ka Yeng Fung DeLMO 141 28 0 10 Mar 2023
Do large language models resemble humans in language use?Workshop on Cognitive Modeling and Computational Linguistics (CMCL), 2023 Zhenguang G. Cai Xufeng Duan David A. Haslett Shuqi Wang M. Pickering ALM 192 56 0 10 Mar 2023
An Overview on Language Models: Recent Developments and OutlookAPSIPA Transactions on Signal and Information Processing (TASIP), 2023 Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 245 52 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 257 123 0 09 Mar 2023
Foundation Models for Decision Making: Problems, Methods, and Opportunities Sherry Yang Ofir Nachum Yilun Du Jason W. Wei Pieter Abbeel Dale Schuurmans LM&Ro OffRL LRM AI4CE 368 206 0 07 Mar 2023
Almanac: Retrieval-Augmented Language Models for Clinical MedicineResearch Square (RS), 2023 C. Zakka Akash Chaurasia R. Shad Alex R. Dalal Jennifer L. Kim ... Kathleen Boyd Karen Hirsch C. Langlotz Joanna Nelson W. Hiesinger LM&MA 370 215 0 01 Mar 2023
GLM-Dialog: Noise-tolerant Pre-training for Knowledge-grounded Dialogue GenerationKnowledge Discovery and Data Mining (KDD), 2023 Jing Zhang Yanling Wang Daniel Zhang-Li Jifan Yu Zijun Yao ... Xiaohan Zhang Nianyi Lin Sunrui Lu Juan Li Jie Tang 152 21 0 28 Feb 2023
CARE: Collaborative AI-Assisted Reading EnvironmentAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Dennis Zyska Nils Dycke Jan Buchmann Ilia Kuznetsov Iryna Gurevych 128 9 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 119 46 0 23 Feb 2023
ChatGPT (Feb 13 Version) is a Chinese Room M. Ling LRM 45 2 0 19 Feb 2023
How Generative AI models such as ChatGPT can be (Mis)Used in SPC Practice, Education, and Research? An Exploratory StudyQuality Engineering (QE), 2023 Fadel M. Megahed Ying-Ju Chen Joshua A. Ferris S. Knoth L. A. Jones‐Farmer 178 147 0 17 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 623 20 0 17 Feb 2023
Assisting Human Decisions in Document Matching Joon Sik Kim Valerie Chen Danish Pruthi Nihar B. Shah Ameet Talwalkar 226 6 0 16 Feb 2023
Generation Probabilities Are Not Enough: Exploring the Effectiveness of Uncertainty Highlighting in AI-Powered Code Completions Helena Vasconcelos Gagan Bansal Adam Fourney Q. V. Liao Jennifer Wortman Vaughan 198 26 0 14 Feb 2023
Relatedly: Scaffolding Literature Reviews with Existing Related Work SectionsInternational Conference on Human Factors in Computing Systems (CHI), 2023 Srishti Palani Aakanksha Naik Doug Downey Amy X. Zhang Jonathan Bragg Joseph Chee Chang 146 45 0 13 Feb 2023
"Why is this misleading?": Detecting News Headline Hallucinations with ExplanationsThe Web Conference (WWW), 2023 Jiaming Shen Jialu Liu Daniel Finnie N. Rahmati Michael Bendersky Marc Najork 121 25 0 12 Feb 2023
Toolformer: Language Models Can Teach Themselves to Use ToolsNeural Information Processing Systems (NeurIPS), 2023 Timo Schick Jane Dwivedi-Yu Roberto Dessì Roberta Raileanu Maria Lomeli Luke Zettlemoyer Nicola Cancedda Thomas Scialom SyDa RALM 397 2,556 0 09 Feb 2023
The Science of Detecting LLM-Generated TextsCommunications of the ACM (CACM), 2023 Ruixiang Tang Yu-Neng Chuang Helen Zhou DeLMO 316 227 0 04 Feb 2023