Papers of 2023 — page 1502 papers · all years1 2 3 4 5 6"Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language ModelsXinyue Shen, Zeyuan Chen, Michael Backes, et al.arXiv:2308.03825"Is the Pope Catholic?" Applying Chain-of-Thought Reasoning to Understanding Conversational ImplicaturesZae Myung Kim, David E. Taylor, Dongyeop KangEnglish"You are Cursed by the God YHW": an early Hebrew inscription from Mt. EbalScott Stripling, Gershon Galil, Ivana Kumpová, et al.Ancient HebrewA Comprehensive Overview of Large Language ModelsHumza Naveed, Asad Ullah Khan, Shi Qiu, et al.arXiv:2307.06435A fine-grained comparison of pragmatic language understanding in humans and language modelsJennifer Hu, Sammy Floyd, Olessia Jouravlev, et al.EnglishA General Theoretical Paradigm to Understand Learning from Human PreferencesMohammad Gheshlaghi Azar, Mark Rowland, Bilal Piot, et al.arXiv:2310.12036A Massive Scale Semantic Similarity Dataset of Historical EnglishEmily Silcock, Melissa DellEnglishA Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and InteractivityYejin Bang, Samuel Cahyawijaya, Nayeon Lee, et al.arXiv:2302.04023A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPTJules White, Quchen Fu, Sam Hays, et al.arXiv:2302.11382A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence GenerationNeeraj Varshney; Wenlin Yao; Hongming Zhang; Jianshu Chen;, Dong YuarXiv:2307.03987A Survey of Corpora for Germanic Low-Resource Languages and DialectsVerena Blaschke, Hinrich Schuetze, Barbara PlankEnglishA Survey of Hallucination in Large Foundation ModelsVipula Rawte, Amit Sheth, Amitava DasarXiv:2309.05922A Survey of Large Language ModelsWayne Xin Zhao, Kun Zhou, Junyi Li, et al.arXiv:2303.18223 · Frontiers of Computer…A Survey on Evaluation of Large Language ModelsYupeng Chang, Xu Wang, Jindong Wang, et al.arXiv:2307.03109A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open QuestionsLei Huang, Weijiang Yu, Weitao Ma, et al.arXiv:2311.05232A Survey on In-context LearningQingxiu Dong, Lei Li, Damai Dai, et al.arXiv:2301.00234A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the UglyYifan Yao, Jinhao Duan, Kaidi Xu, et al.arXiv:2312.02003A Survey on Large Language Model based Autonomous AgentsLei Wang, Chen Ma, Xueyang Feng, et al.arXiv:2308.11432A Survey on Multimodal Large Language ModelsShukang Yin, Chaoyou Fu, Sirui Zhao, et al.arXiv:2306.13549A Transformer-based parser for Syriac morphologyMartijn Naaijer, Constantijn Sikkel, Mathias Coeckelbergs, et al.AramaicA Watermark for Large Language ModelsJohn Kirchenbauer, Jonas Geiping, Yuxin Wen, et al.arXiv:2301.10226AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-TuningQingru Zhang, Minshuo Chen, Alexander Bukharin, et al.arXiv:2303.10512Adapting Language Models to Compress ContextsAlexis Chevalier, Alexander Wettig, Anirudh Ajith, et al.Proceedings of the 2023 Conference on Empirical…Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge ConflictsJian Xie, Kai Zhang, Jiangjie Chen, et al.arXiv:2305.13300Adaptive Machine Translation with Large Language ModelsYasmin Moslem, Rejwanul Haque, John D. Kelleher, et al.arXiv:2301.13294AgentBench: Evaluating LLMs as AgentsXiao Liu, Hao Yu, Hanchen Zhang, et al.arXiv:2308.03688AgentTuning: Enabling Generalized Agent Abilities for LLMsAohan Zeng, Mingdao Liu, Rui Lu, et al.arXiv:2310.12823AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent BehaviorsWeize Chen, Yusheng Su, Jingwei Zuo, et al.arXiv:2308.10848Aligning Large Language Models with Human: A SurveyYufei Wang, Wanjun Zhong, Liangyou Li, et al.arXiv:2307.12966Aligning Large Multimodal Models with Factually Augmented RLHFZhiqing Sun, Sheng Shen, Shengcao Cao, et al.arXiv:2309.14525AlignScore: Evaluating Factual Consistency with A Unified Alignment FunctionYuheng Zha, Yichi Yang, Ruichen Li, et al.Proceedings of the 61st Annual Meeting of the…AlpacaFarm: A Simulation Framework for Methods that Learn from Human FeedbackYann Dubois, Xuechen Li, Rohan Taori, et al.arXiv:2305.14387AlpaGasus: Training A Better Alpaca with Fewer DataLichang Chen, Shiyang Li, Jun Yan, et al.arXiv:2307.08701AmbiCoref: Evaluating Human and Model Sensitivity to Ambiguous CoreferenceYuewei Yuan, Chaitanya Malaviya, Mark YatskarEnglishAMR-TST: Abstract Meaning Representation-based Text Style TransferKaize Shi, Xueyao Sun, Li He, et al.Machine translationAnalogy in Contact: Modeling Maltese Plural InflectionSara Court, Andrea D. Sims, Micha ElsnerSemitic languagesAnnoLLM: Making Large Language Models to Be Better Crowdsourced AnnotatorsXingwei He, Zhenghao Lin, Yeyun Gong, et al.arXiv:2303.16854Annotation Error Detection: Analyzing the Past and Present for a More Coherent FutureJan-Christoph Klie, Bonnie Webber, Iryna GurevychEnglishAPI-Bank: A Comprehensive Benchmark for Tool-Augmented LLMsMinghao Li, Yingxiu Zhao, Bowen Yu, et al.Proceedings of the 2023 Conference on Empirical…Are Emergent Abilities of Large Language Models a Mirage?Rylan Schaeffer, Brando Miranda, Sanmi KoyejoarXiv:2304.15004Are UD Treebanks Getting More Consistent? A Report Card for English UDAmir Zeldes, Nathan SchneiderMova's core listAssessing Cross-Cultural Alignment between ChatGPT and Human Societies: An Empirical StudyYong Cao, Li Zhou, Seolhwa Lee, et al.Proceedings of the First Workshop on…Assessing the influence of attractor-verb distance on grammatical agreement in humans and language modelsChristos Zacharopoulos, Théo Desbordes, Mathias Sablé-MeyerMova's core listAudioPaLM: A Large Language Model That Can Speak and ListenPaul K. Rubenstein, Chulayuth Asawaroengchai, Duc Dung Nguyen, et al.arXiv:2306.12925AugGPT: Leveraging ChatGPT for Text Data AugmentationHaixing Dai; Zhengliang Liu; Wenxiong Liao; Xiaoke Huang; Yihan Cao; Zihao Wu; Lin Zhao; Shaochen Xu; Wei Liu; Ninghao Liu; Sheng Li; Dajiang Zhu; Hongmin Cai; Lichao Sun; Quanzheng Li; Dinggang Shen; Tianming Liu;, Xiang LiarXiv:2302.13007Augmented Language Models: a SurveyGrégoire Mialon, Roberto Dessì, Maria Lomeli, et al.arXiv:2302.07842AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language ModelsXiaogeng Liu, Nan Xu, Muhao Chen, et al.arXiv:2310.04451AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent ConversationQingyun Wu, Gagan Bansal, Jieyu Zhang, et al.arXiv:2308.08155Automatic Prompt Optimization with ``Gradient Descent'' and Beam SearchReid Pryzant, Dan Iter, Jerry Li, et al.Proceedings of the 2023 Conference on Empirical…Autonomous chemical research with large language modelsDaniil A. Boiko, Robert MacKnight, Ben Kline, et al.NatureBaichuan 2: Open Large-scale Language ModelsAiyuan Yang, Bin Xiao, Bingning Wang, et al.arXiv:2309.10305Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat DataCanwen Xu, Daya Guo, Nan Duan, et al.arXiv:2304.01196Baseline Defenses for Adversarial Attacks Against Aligned Language ModelsNeel Jain, Avi Schwarzschild, Yuxin Wen, et al.arXiv:2309.00614BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference DatasetJiaming Ji, Mickel Liu, Juntao Dai, et al.arXiv:2307.04657Benchmarking Large Language Models in Retrieval-Augmented GenerationJiawei Chen, Hongyu Lin, Xianpei Han, et al.arXiv:2309.01431Benchmarking Machine Translation with Cultural AwarenessBinwei Yao, Ming Jiang, Tara Bobinac, et al.arXiv:2305.14328Beyond Concatenative Morphology: Applying OntoLex-Morph to MalteseMaxim Ionov, Mike RosnerSemitic languagesBeyond Human Data: Scaling Self-Training for Problem-Solving with Language ModelsAvi Singh, John D. Co-Reyes, Rishabh Agarwal, et al.arXiv:2312.06585Bias and Fairness in Large Language Models: A SurveyIsabel O. Gallegos, Ryan A. Rossi, Joe Barrow, et al.arXiv:2309.00770Biblical translation: do different strategies produce divergent texts?Elena Serrano Bertos, Miguel Ángel Vega CernudaMachine translationBLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language ModelsJunnan Li, Dongxu Li, Silvio Savarese, et al.arXiv:2301.12597BloombergGPT: A Large Language Model for FinanceShijie Wu, Ozan Irsoy, Steven Lu, et al.arXiv:2303.17564Bridging Semantic Frameworks: mapping DRS onto AMRSiyana Pavlova, Maxime Amblard, Bruno GuillaumeMachine translationC-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation ModelsYuzhen Huang, Yuzhuo Bai, Zhihao Zhu, et al.arXiv:2305.08322C-Pack: Packed Resources For General Chinese EmbeddingsShitao Xiao, Zheng Liu, Peitian Zhang, et al.arXiv:2309.07597CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model SocietyGuohao Li, Hasan Abed Al Kader Hammoud, Hani Itani, et al.arXiv:2303.17760CamelParser2.0: A State-of-the-Art Dependency Parser for ArabicAhmed Elshabrawy, Muhammed AbuOdeh, Go Inoue, et al.Semitic languagesCamels in a Changing Climate: Enhancing LM Adaptation with Tulu 2Hamish Ivison, Yizhong Wang, Valentina Pyatkin, et al.arXiv:2311.10702Can AI-Generated Text be Reliably Detected?Vinu Sankar Sadasivan, Aounon Kumar, Sriram Balasubramanian, et al.arXiv:2303.11156Can GPT-3 Perform Statutory Reasoning?Andrew Blair-Stanek, Nils Holzenberger, Benjamin Van DurmearXiv:2302.06100Can Large Language Models Transform Computational Social Science?Caleb Ziems, William Held, Omar Shaikh, et al.arXiv:2305.03514Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLsJinyang Li, Binyuan Hui, Ge Qu, et al.arXiv:2305.03111Capabilities of GPT-4 on Medical Challenge ProblemsHarsha Nori, Nicholas King, Scott Mayer McKinney, et al.arXiv:2303.13375Catastrophic Jailbreak of Open-source LLMs via Exploiting GenerationYangsibo Huang, Samyak Gupta, Mengzhou Xia, et al.arXiv:2310.06987Chain-of-Verification Reduces Hallucination in Large Language ModelsShehzaad Dhuliawala, Mojtaba Komeili, Jing Xu, et al.arXiv:2309.11495Challenges and Applications of Large Language ModelsJean Kaddour, Joshua Harris, Maximilian Mozes, et al.arXiv:2307.10169Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve ThemMirac Suzgun, Nathan Scales, Nathanael Schärli, et al.Findings of the Association for Computational…Chameleon: Plug-and-Play Compositional Reasoning with Large Language ModelsPan Lu, Baolin Peng, Hao Cheng, et al.arXiv:2304.09842Character-LLM: A Trainable Agent for Role-PlayingYunfan Shao, Linyang Li, Junqi Dai, et al.Proceedings of the 2023 Conference on Empirical…ChatDev: Communicative Agents for Software DevelopmentChen Qian, Wei Liu, Hongzhang Liu, et al.arXiv:2307.07924ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain KnowledgeYunxiang Li, Zihan Li, Kai Zhang, et al.arXiv:2303.14070ChatEval: Towards Better LLM-based Evaluators through Multi-Agent DebateChi-Min Chan, Weize Chen, Yusheng Su, et al.arXiv:2308.07201ChatGPT as a Factual Inconsistency Evaluator for Text SummarizationZheheng Luo, Qianqian Xie, Sophia AnaniadouarXiv:2303.15621ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual LearningViet Dac Lai, Nghia Ngo, Amir Pouran Ben Veyseh, et al.Findings of the Association for Computational…ChatGPT for Good? On Opportunities and Challenges of Large Language Models for EducationEnkelejda Kasneci, Kathrin Seßler, Stefan Küchemann, et al.Research libraryChatGPT Outperforms Crowd-Workers for Text-Annotation TasksFabrizio Gilardi, Meysam Alizadeh, Maël KubliarXiv:2303.15056ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPTXiang Wei; Xingyu Cui; Ning Cheng; Xiaobin Wang; Xin Zhang; Shen Huang; Pengjun Xie; Jinan Xu; Yufeng Chen; Meishan Zhang; Yong Jiang;, Wenjuan HanarXiv:2302.10205Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts ArchitectureJiaxi Cui; Munan Ning; Zongjian Li; Bohua Chen; Yang Yan; Hao Li; Bin Ling; Yonghong Tian;, Li YuanarXiv:2306.16092Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated FeedbackBaolin Peng, Michel Galley, Pengcheng He, et al.arXiv:2302.12813CMMLU: Measuring massive multitask language understanding in ChineseHaonan Li, Yixuan Zhang, Fajri Koto, et al.arXiv:2306.09212CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-XQinkai Zheng, Xiao Xia, Xu Zou, et al.arXiv:2303.17568CogAgent: A Visual Language Model for GUI AgentsWenyi Hong, Weihan Wang, Qingsong Lv, et al.arXiv:2312.08914CogVLM: Visual Expert for Pretrained Language ModelsWeihan Wang, Qingsong Lv, Wenmeng Yu, et al.arXiv:2311.03079Compressing Context to Enhance Inference Efficiency of Large Language ModelsYucheng Li, Bo Dong, Frank Guerin, et al.Proceedings of the 2023 Conference on Empirical…Concessive constructions in varieties of EnglishOle SchützlerEnglishConjunct Lengths in English, Dependency Length Minimization, and Dependency Structure of CoordinationAdam Przepiórkowski, Michał WoźniakMova's core listCoreference Resolution through a seq2seq Transition-Based SystemBernd Bohnet, Chris Alberti, Michael CollinsResearch libraryCounting the Bugs in ChatGPT's Wugs: A Multilingual Investigation into the Morphological Capabilities of a Large Language ModelLeonie Weissweiler, Valentin Hofmann, Anjali KantharubanEnglishCREPE: Open-Domain Question Answering with False PresuppositionsXinyan Yu, Sewon Min, Luke Zettlemoyer, et al.EnglishCRITIC: Large Language Models Can Self-Correct with Tool-Interactive CritiquingZhibin Gou, Zhihong Shao, Yeyun Gong, et al.arXiv:2305.117381 2 3 4 5 6