Papers of 2023 — page 5502 papers · all years1 2 3 4 5 6SGLang: Efficient Execution of Structured Language Model ProgramsLianmin Zheng, Liangsheng Yin, Zhiqiang Xie, et al.arXiv:2312.07104ShareGPT4V: Improving Large Multi-Modal Models with Better CaptionsLin Chen, Jinsong Li, Xiaoyi Dong, et al.arXiv:2311.12793Shikra: Unleashing Multimodal LLM's Referential Dialogue MagicKeqin Chen, Zhao Zhang, Weili Zeng, et al.arXiv:2306.15195SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and DialectsDavid Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen, et al.arXiv:2309.07445Sigmoid Loss for Language Image Pre-TrainingXiaohua Zhai, Basil Mustafa, Alexander Kolesnikov, et al.arXiv:2303.15343Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language ModelsYue Zhang, Yafu Li, Leyang Cui, et al.arXiv:2309.01219Slaapte or Sliep? Extending Neural-Network Simulations of English Past Tense Learning to Dutch and GermanXiulin Yang, Jingyan Chen, Arjan van Eerden, et al.EnglishSLiC-HF: Sequence Likelihood Calibration with Human FeedbackYao Zhao, Rishabh Joshi, Tianqi Liu, et al.arXiv:2305.10425SmoothLLM: Defending Large Language Models Against Jailbreaking AttacksAlexander Robey, Eric Wong, Hamed Hassani, et al.arXiv:2310.03684SODA: Million-scale Dialogue Distillation with Social Commonsense ContextualizationHyunwoo Kim, Jack Hessel, Liwei Jiang, et al.Proceedings of the 2023 Conference on Empirical…Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-VerificationAojun Zhou, Ke Wang, Zimu Lu, et al.arXiv:2308.07921Some Considerations in the Construction of a Historical Language WordNetAnas Fahad Khan, John P. McCrae, Francisco Javier Minaya Gómez, et al.EnglishSOTOPIA: Interactive Evaluation for Social Intelligence in Language AgentsXuhui Zhou, Hao Zhu, Leena Mathur, et al.arXiv:2310.11667Sparks of Artificial General Intelligence: Early experiments with GPT-4Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, et al.arXiv:2303.12712Specializing Smaller Language Models towards Multi-Step ReasoningYao Fu, Hao Peng, Litu Ou, et al.arXiv:2301.12726SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational AbilitiesDong Zhang, Shimin Li, Xin Zhang, et al.Findings of the Association for Computational…SqueezeLLM: Dense-and-Sparse QuantizationSehoon Kim, Coleman Hooper, Amir Gholami, et al.arXiv:2306.07629Steering Language Models With Activation EngineeringAlexander Matt Turner, Lisa Thiergart, Gavin Leech, et al.arXiv:2308.10248Stem Configurations, Lexical Items, and Phonological Words in MalteseGilbert PuechSemitic languagesSubject-verb agreement with Seq2Seq transformers: Bigger is better, but still not bestMichael Wilson, Zhenghao Zhou, Robert FrankMova's core listSurvey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-SpecificityCunxiang Wang, Xiaoze Liu, Yuanhao Yue, et al.arXiv:2310.07521Symbolic Chain-of-Thought Distillation: Small Models Can Also ``Think'' Step-by-StepLiunian Harold Li, Jack Hessel, Youngjae Yu, et al.Proceedings of the 61st Annual Meeting of the…Synthetic Data Generation with Large Language Models for Text Classification: Potential and LimitationsZhuoyan Li, Hangxiao Zhu, Zhuoran Lu, et al.Proceedings of the 2023 Conference on Empirical…Teaching Small Language Models to ReasonLucie Charlotte Magister, Jonathan Mallinson, Jakub Adamek, et al.Proceedings of the 61st Annual Meeting of the…Temporal Relation Classification in HebrewGuy Yanko, Shahaf Pariente, Kfir BarModern HebrewText-to-SQL Empowered by Large Language Models: A Benchmark EvaluationDawei Gao, Haibin Wang, Yaliang Li, et al.arXiv:2308.15363Textbooks Are All You Need II: phi-1.5 technical reportYuanzhi Li, Sébastien Bubeck, Ronen Eldan, et al.arXiv:2309.05463The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language VariantsLucas Bandarkar, Davis Liang, Benjamin Muller, et al.arXiv:2308.16884 · Proceedings of the 62nd…The Capacity for Moral Self-Correction in Large Language ModelsDeep Ganguli, Amanda Askell, Nicholas Schiefer, et al.arXiv:2302.07459The Curse of Recursion: Training on Generated Data Makes Models ForgetIlia Shumailov, Zakhar Shumaylov, Yiren Zhao, et al.arXiv:2305.17493The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)Zhengyuan Yang, Linjie Li, Kevin Lin, et al.arXiv:2309.17421The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation EvaluationPatrick Fernandes, Daniel Deutsch, Mara Finkelstein, et al.Proceedings of the Eighth Conference on Machine…The DISRPT 2023 Shared Task on Elementary Discourse Unit Segmentation, Connective Detection, and Relation ClassificationChloé Braud, Yang Janet Liu, Eleni Metheniti, et al.EnglishThe eBible Corpus: Data and Model Benchmarks for Bible Translation for Low-Resource LanguagesVesa Akerman, David Baines, Damien Daspit, et al.Machine translationThe English past tense as a definite descriptionRuoying ZhaoEnglishThe Falcon Series of Open Language ModelsEbtesam Almazrouei, Hamza Alobeidli, Abdulaziz Alshamsi, et al.arXiv:2311.16867The False Promise of Imitating Proprietary LLMsArnav Gudibande, Eric Wallace, Charlie Snell, et al.arXiv:2305.15717The Flan Collection: Designing Data and Methods for Effective Instruction TuningShayne Longpre, Le Hou, Tu Vu, et al.arXiv:2301.13688The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False DatasetsSamuel Marks, Max TegmarkarXiv:2310.06824The Internal State of an LLM Knows When It's LyingAmos Azaria, Tom MitchellFindings of the Association for Computational…The intersection of syntax and poetry in the first Hebrew acrostic poem of Lamentations 1Jacobus A. Naudé, Cynthia L. Miller-NaudéAncient HebrewThe Linear Representation Hypothesis and the Geometry of Large Language ModelsKiho Park, Yo Joong Choe, Victor VeitcharXiv:2311.03658 · In Proceedings of the 41st…The Mechanical Bard: An Interpretable Machine Learning Approach to Shakespearean Sonnet GenerationEdwin Agnew, Michelle Qiu, Lily Zhu, et al.Machine translationThe Rise and Potential of Large Language Model Based Agents: A SurveyZhiheng Xi, Wenxiang Chen, Xin Guo, et al.arXiv:2309.07864The syntax of functional left peripheries: Clause typing in West Germanic and beyondJulia Bacskai-AtkariEnglishThe Truth, The Whole Truth, and Nothing but the Truth: A New Benchmark Dataset for Hebrew Text Credibility AssessmentBen Hagag, Reut TsarfatyModern HebrewThe Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context LearningBill Yuchen Lin, Abhilasha Ravichander, Ximing Lu, et al.arXiv:2312.01552TheoremQA: A Theorem-driven Question Answering DatasetWenhu Chen, Ming Yin, Max Ku, et al.Proceedings of the 2023 Conference on Empirical…TIES-Merging: Resolving Interference When Merging ModelsPrateek Yadav, Derek Tam, Leshem Choshen, et al.arXiv:2306.01708Time Travel in LLMs: Tracing Data Contamination in Large Language ModelsShahriar Golchin, Mihai SurdeanuarXiv:2308.08493TinyStories: How Small Can Language Models Be and Still Speak Coherent English?Ronen Eldan, Yuanzhi LiEnglishTool Learning with Foundation ModelsYujia Qin, Shengding Hu, Yankai Lin, et al.arXiv:2304.08354ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated CasesQiaoyu Tang, Ziliang Deng, Hongyu Lin, et al.arXiv:2306.05301Toolformer: Language Models Can Teach Themselves to Use ToolsTimo Schick, Jane Dwivedi-Yu, Roberto Dessì, et al.arXiv:2302.04761ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool EmbeddingsShibo Hao, Tianyang Liu, Zhen Wang, et al.arXiv:2305.11554ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIsYujia Qin, Shihao Liang, Yining Ye, et al.arXiv:2307.16789ToolQA: A Dataset for LLM Question Answering with External ToolsYuchen Zhuang, Yue Yu, Kuan Wang, et al.arXiv:2306.13304ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingZhibin Gou, Zhihong Shao, Yeyun Gong, et al.arXiv:2309.17452Toward a Period-Specific Optimized Neural Network for OCR Error Correction of Historical Hebrew TextsOmri Suissa, Maayan Zhitomirsky-Geffet, Avshalom ElmalechAncient HebrewTowards Expert-Level Medical Question Answering with Large Language ModelsKaran Singhal, Tao Tu, Juraj Gottweis, et al.arXiv:2305.09617Towards General Text Embeddings with Multi-stage Contrastive LearningZehan Li, Xin Zhang, Yanzhao Zhang, et al.arXiv:2308.03281Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic LanguagesSumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh, et al.Proceedings of the 61st Annual Meeting of the…Towards Making the Most of ChatGPT for Machine TranslationKeqin Peng, Liang Ding, Qihuang Zhong, et al.Findings of the Association for Computational…Towards Measuring the Representation of Subjective Global Opinions in Language ModelsEsin Durmus, Karina Nguyen, Thomas I. Liao, et al.arXiv:2306.16388Towards Reasoning in Large Language Models: A SurveyJie Huang, Kevin Chen-Chuan ChangFindings of the Association for Computational…Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What MattersBoshi Wang, Sewon Min, Xiang Deng, et al.Proceedings of the 61st Annual Meeting of the…Towards Understanding Sycophancy in Language ModelsMrinank Sharma, Meg Tong, Tomasz Korbak, et al.arXiv:2310.13548Toxicity in chatgpt: Analyzing persona-assigned language modelsAmeet Deshpande, Vishvak Murahari, Tanmay Rajpurohit, et al.Findings of the Association for Computational…Transformer-based Hebrew NLP models for Short Answer Scoring in BiologyAbigail Gurin Schleifer, Beata Beigman Klebanov, Moriah Ariely, et al.Modern HebrewTransformer-Patcher: One Mistake worth One NeuronZeyu Huang, Yikang Shen, Xiaofeng Zhang, et al.arXiv:2301.09785Tree of Attacks: Jailbreaking Black-Box LLMs AutomaticallyAnay Mehrotra, Manolis Zampetakis, Paul Kassianik, et al.arXiv:2312.02119Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' AlignmentYang Liu; Yuanshun Yao; Jean-Francois Ton; Xiaoying Zhang; Ruocheng Guo; Hao Cheng; Yegor Klochkov; Muhammad Faaiz Taufiq;, Hang LiarXiv:2308.05374Two ways to agree in D[N1&N2] constructions – Romance left-conjunct agreement and Germanic morphologically resolved agreementNicolas Mathieu LamoureEnglishUMR Annotation of Multiword ExpressionsJulia Bonn, Andrew Cowell, Jan Hajič, et al.Machine translationUnderstanding the Effects of RLHF on LLM Generalisation and DiversityRobert Kirk, Ishita Mediratta, Christoforos Nalmpantis, et al.arXiv:2310.06452Unified Syntactic Annotation of English in the CGEL FrameworkBrett Reynolds, Aryaman Arora, Nathan SchneiderEnglishUnifying Large Language Models and Knowledge Graphs: A RoadmapShirui Pan, Linhao Luo, Yufei Wang, et al.arXiv:2306.08302 · IEEE Transactions on…Universal and Transferable Adversarial Attacks on Aligned Language ModelsAndy Zou, Zifan Wang, Nicholas Carlini, et al.arXiv:2307.15043Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-CollaborationZhenhailong Wang, Shaoguang Mao, Wenshan Wu, et al.arXiv:2307.05300Unnatural Instructions: Tuning Language Models with (Almost) No Human LaborOr Honovich, Thomas Scialom, Omer Levy, et al.Proceedings of the 61st Annual Meeting of the…Unravelling Indirect Answers to Wh-Questions: Corpus Construction, Analysis, and GenerationZulipiye Yusupujiang, Jonathan GinzburgEnglishUsing Modern Languages to Parse Ancient Ones: a Test on Old EnglishLuca Brigada Villa, Martina GiardaEnglishVideo-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language ModelsMuhammad Maaz, Hanoona Rasheed, Salman Khan, et al.arXiv:2306.05424Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video UnderstandingHang Zhang, Xin Li, Lidong BingarXiv:2306.02858Video-LLaVA: Learning United Visual Representation by Alignment Before ProjectionBin Lin, Yang Ye, Bin Zhu, et al.arXiv:2311.10122VideoChat: Chat-Centric Video UnderstandingKunChang Li, Yinan He, Yi Wang, et al.arXiv:2305.06355VILA: On Pre-training for Visual Language ModelsJi Lin, Hongxu Yin, Wei Ping, et al.arXiv:2312.07533ViperGPT: Visual Inference via Python Execution for ReasoningDidac Suris, Sachit Menon, Carl VondrickarXiv:2303.08128Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation ModelsChenfei Wu, Shengming Yin, Weizhen Qi, et al.arXiv:2303.04671Visual Instruction TuningHaotian Liu, Chunyuan Li, Qingyang Wu, et al.arXiv:2304.08485We Understand Elliptical Sentences, and Language Models should Too: A New Dataset for Studying Ellipsis and its Interaction with Thematic FitDavide Testa, Emmanuele Chersoni, Alessandro LenciEnglishWeak-to-Strong Generalization: Eliciting Strong Capabilities With Weak SupervisionCollin Burns, Pavel Izmailov, Jan Hendrik Kirchner, et al.arXiv:2312.09390WebArena: A Realistic Web Environment for Building Autonomous AgentsShuyan Zhou, Frank F. Xu, Hao Zhu, et al.arXiv:2307.13854What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction TuningWei Liu, Weihao Zeng, Keqing He, et al.arXiv:2312.15685When Agreement Isn't Agreement: Deflected Agreement in Najdi Arabic as AspectConnor Caston RouillierSemitic languagesWhen to generate hedges in peer-tutoring interactionsAlafate Abulimiti, Chloé Clavel, Justine CassellEnglishWhen Your Language Model Cannot Even Do Determiners Right: Probing for Anti-Presuppositions and the Maximize Presupposition! PrincipleJudith Sieker, Sina ZarrießEnglishWhose Opinions Do Language Models Reflect?Shibani Santurkar, Esin Durmus, Faisal Ladhak, et al.arXiv:2303.17548WizardLM: Empowering large pre-trained language models to follow complex instructionsCan Xu, Qingfeng Sun, Kai Zheng, et al.arXiv:2304.12244 · The Twelfth International…WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-InstructHaipeng Luo, Qingfeng Sun, Can Xu, et al.arXiv:2308.095831 2 3 4 5 6