📅 Papers of 2023 — page 5635 papers · all years1 2 3 4 5 6 7OCRBench: On the Hidden Mystery of OCR in Large Multimodal ModelsYuliang Liu, Zhang Li, Mingxin Huang, et al.arXiv:2305.07895Offensive Hebrew Corpus and Detection using BERTNagham Hamad, Mustafa Jarrar, Mohammad Khalilia, et al.Modern HebrewOkapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human FeedbackViet Lai, Chien Nguyen, Nghia Ngo, et al.Proceedings of the 2023 Conference on Empirical…OmniQuant: Omnidirectionally Calibrated Quantization for Large Language ModelsWenqi Shao, Mengzhao Chen, Zhaoyang Zhang, et al.arXiv:2308.13137On Old English swa 'so'Sigrid BeckEnglishOn Quick Kisses and How to Make Them Count: A Study on Event Construal in Light Verb Constructions with BERTChenxin Liu, Emmanuele ChersoniProceedings of the 6th BlackboxNLP Workshop…On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot ReasoningOmar Shaikh, Hongxin Zhang, William Held, et al.Proceedings of the 61st Annual Meeting of the…On-Policy Distillation of Language Models: Learning from Self-Generated MistakesRishabh Agarwal, Nino Vieillard, Yongchao Zhou, et al.arXiv:2306.13649Open-source Frame Semantic ParsingDavid ChaninEnglishOpenAssistant Conversations -- Democratizing Large Language Model AlignmentAndreas Köpf, Yannic Kilcher, Dimitri von Rütte, et al.arXiv:2304.07327OpenChat: Advancing Open-source Language Models with Mixed-Quality DataGuan Wang, Sijie Cheng, Xianyuan Zhan, et al.arXiv:2309.11235OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language ModelsAnas Awadalla, Irena Gao, Josh Gardner, et al.arXiv:2308.01390OpenWebMath: An Open Dataset of High-Quality Mathematical Web TextKeiran Paster, Marco Dos Santos, Zhangir Azerbayev, et al.arXiv:2310.06786Optimizing the Neural Network Training for OCR Error Correction of Historical Hebrew TextsOmri Suissa, Avshalom Elmalech, Maayan Zhitomirsky-GeffetAncient HebrewOrca 2: Teaching Small Language Models How to ReasonArindam Mitra, Luciano Del Corro, Shweti Mahajan, et al.arXiv:2311.11045Orca: Progressive Learning from Complex Explanation Traces of GPT-4Subhabrata Mukherjee, Arindam Mitra, Ganesh Jawahar, et al.arXiv:2306.02707Otter: A Multi-Modal Model with In-Context Instruction TuningBo Li, Yuanhan Zhang, Liangyu Chen, et al.arXiv:2305.03726Overview of PragTag-2023: Low-Resource Multi-Domain Pragmatic Tagging of Peer ReviewsNils Dycke, Ilia Kuznetsov, Iryna GurevychProceedings of the 10th Workshop on Argument…PaLM 2 Technical ReportRohan Anil, Andrew M. Dai, Orhan Firat, et al.arXiv:2305.10403PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning OptimizationYidong Wang, Zhuohao Yu, Zhengran Zeng, et al.arXiv:2306.05087ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-TranslationKuan-Hao Huang, Varun Iyer, I-Hung Hsu, et al.Machine translationParameter-efficient fine-tuning of large-scale pre-trained language modelsNing Ding, Yujia Qin, Guang You Yang, et al.Nature Machine IntelligenceParaphrasing evades detectors of AI-generated text, but retrieval is an effective defenseKalpesh Krishna, Yixiao Song, Marzena Karpinska, et al.arXiv:2303.13408PEIT: Bridging the Modality Gap with Pre-trained Models for End-to-End Image TranslationShaolin Zhu, Shangjie Li, Yikun Lei, et al.Proceedings of the 61st Annual Meeting of the…Personality Traits in Large Language ModelsGreg Serapio-Garcia, Mustafa Safdari, Clement Crepy, et al.arXiv:2307.00184Physics of Language Models: Part 3.1, Knowledge Storage and ExtractionZeyuan Allen-Zhu, Yuanzhi LiarXiv:2309.14316PragmatiCQA: A Dataset for Pragmatic Question Answering in ConversationsPeng Qi, Nina Du, Christopher Manning, et al.EnglishPragmatics in Language Grounding: Phenomena, Tasks, and Modeling ApproachesDaniel Fried, Nicholas Tomlin, Jennifer Hu, et al.Findings of the Association for Computational…Preference Ranking Optimization for Human AlignmentFeifan Song, Bowen Yu, Minghao Li, et al.arXiv:2306.17492PreWoMe: Exploiting Presuppositions as Working Memory for Long Form Question AnsweringWookje Han, Jinsol Park, Kyungjae LeeEnglishPrinciple-Driven Self-Alignment of Language Models from Scratch with Minimal Human SupervisionZhiqing Sun, Yikang Shen, Qinhong Zhou, et al.arXiv:2305.03047Proceedings of the 2nd Edition of the Universal Dependencies Brazilian FestivalResearch libraryProceedings of the First International Workshop on Construction Grammars and NLP (CxGs+NLP, GURT/SyntaxFest 2023)Research libraryProgress measures for grokking via mechanistic interpretabilityNeel Nanda, Lawrence Chan, Tom Lieberum, et al.arXiv:2301.05217Prometheus: Inducing Fine-grained Evaluation Capability in Language ModelsSeungone Kim, Jamin Shin, Yejin Cho, et al.arXiv:2310.08491Prompt Injection attack against LLM-integrated ApplicationsYi Liu; Gelei Deng; Yuekang Li; Kailong Wang; Zihao Wang; Xiaofeng Wang; Tianwei Zhang; Yepang Liu; Haoyu Wang; Yan Zheng; Leo Yu Zhang;, Yang LiuarXiv:2306.05499Prompt Tuning with Contradictory Intentions for Sarcasm RecognitionYiyi Liu, Ruqing Zhang, Yixing Fan, et al.Proceedings of the 17th Conference of the…Prompt-based Logical Semantics Enhancement for Implicit Discourse Relation RecognitionChenxu Wang, Ping Jian, Mu HuangProceedings of the 2023 Conference on Empirical…Promptbreeder: Self-Referential Self-Improvement Via Prompt EvolutionChrisantha Fernando, Dylan Banarse, Henryk Michalewski, et al.arXiv:2309.16797Prompting Large Language Model for Machine Translation: A Case StudyBiao Zhang, Barry Haddow, Alexandra BircharXiv:2301.07069PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial PromptsKaijie Zhu, Jindong Wang, Jiaheng Zhou, et al.arXiv:2306.04528ProofNet: Autoformalizing and Formally Proving Undergraduate-Level MathematicsZhangir Azerbayev, Bartosz Piotrowski, Hailey Schoelkopf, et al.arXiv:2302.12433QA-KGNet: 一种语言模型驱动的知识图谱问答模型乔少杰, 杨国平, 于泳, et al.软件学报 (Journal of Software)QUDeval: The Evaluation of Questions Under Discussion Discourse ParsingYating Wu, Ritika Mangla, Greg Durrett, et al.EnglishQuery Rewriting in Retrieval-Augmented Large Language ModelsXinbei Ma, Yeyun Gong, Pengcheng He, et al.Proceedings of the 2023 Conference on Empirical…Query2doc: Query Expansion with Large Language ModelsLiang Wang, Nan Yang, Furu WeiProceedings of the 2023 Conference on Empirical…Qwen Technical ReportJinze Bai, Shuai Bai, Yunfei Chu, et al.arXiv:2309.16609Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language ModelsYunfei Chu, Jin Xu, Xiaohuan Zhou, et al.arXiv:2311.07919Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and BeyondJinze Bai, Shuai Bai, Shusheng Yang, et al.arXiv:2308.12966RA-DIT: Retrieval-Augmented Dual Instruction TuningXi Victoria Lin, Xilun Chen, Mingda Chen, et al.arXiv:2310.01352RAFT: Reward rAnked FineTuning for Generative Foundation Model AlignmentHanze Dong, Wei Xiong, Deepanshu Goyal, et al.arXiv:2304.06767Ragas: Automated Evaluation of Retrieval Augmented GenerationShahul Es, Jithin James, Luis Espinosa-Anke, et al.arXiv:2309.15217RARR: Researching and Revising What Language Models Say, Using Language ModelsLuyu Gao, Zhuyun Dai, Panupong Pasupat, et al.Proceedings of the 61st Annual Meeting of the…Rediscovered Fragments Shed New Light on a Proto-Masoretic Torah ScrollPaul SandersAncient HebrewREFINER: Reasoning Feedback on Intermediate RepresentationsDebjit Paul, Mete Ismayilzada, Maxime Peyrard, et al.arXiv:2304.01904Reflexion: Language Agents with Verbal Reinforcement LearningNoah Shinn, Federico Cassano, Edward Berman, et al.arXiv:2303.11366Reinforced Self-Training (ReST) for Language ModelingCaglar Gulcehre, Tom Le Paine, Srivatsan Srinivasan, et al.arXiv:2308.08998REPLUG: Retrieval-Augmented Black-Box Language ModelsWeijia Shi, Sewon Min, Michihiro Yasunaga, et al.arXiv:2301.12652Representation Engineering: A Top-Down Approach to AI TransparencyAndy Zou, Long Phan, Sarah Chen, et al.arXiv:2310.01405Results of WMT23 Metrics Shared Task: Metrics Might Be Guilty but References Are Not InnocentMarkus Freitag, Nitika Mathur, Chi-kiu Lo, et al.Proceedings of the Eighth Conference on Machine…Rethinking Benchmark and Contamination for Language Models with Rephrased SamplesShuo Yang, Wei-Lin Chiang, Lianmin Zheng, et al.arXiv:2311.04850Retrieval meets Long Context Large Language ModelsPeng Xu, Wei Ping, Xianchao Wu, et al.arXiv:2310.03025Retrieval-Augmented Generation for Large Language Models: A SurveyYunfan Gao, Yun Xiong, Xinyu Gao, et al.arXiv:2312.10997Ring Attention with Blockwise Transformers for Near-Infinite ContextHao Liu, Matei Zaharia, Pieter AbbeelarXiv:2310.01889Role-Play with Large Language ModelsMurray Shanahan, Kyle McDonell, Laria ReynoldsarXiv:2305.16367RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language ModelsZekun Moore Wang, Zhongyuan Peng, Haoran Que, et al.arXiv:2310.00746RRHF: Rank Responses to Align Language Models with Human Feedback without tearsZheng Yuan, Hongyi Yuan, Chuanqi Tan, et al.arXiv:2304.05302Safe RLHF: Safe Reinforcement Learning from Human FeedbackJosef Dai, Xuehai Pan, Ruiyang Sun, et al.arXiv:2310.12773Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow InstructionsFederico Bianchi, Mirac Suzgun, Giuseppe Attanasio, et al.arXiv:2309.07875SafetyBench: Evaluating the Safety of Large Language ModelsZhexin Zhang, Leqi Lei, Lindong Wu, et al.arXiv:2309.07045SALMONN: Towards Generic Hearing Abilities for Large Language ModelsChangli Tang, Wenyi Yu, Guangzhi Sun, et al.arXiv:2310.13289SantaCoder: don't reach for the stars!Loubna Ben Allal, Raymond Li, Denis Kocetkov, et al.arXiv:2301.03988Scalable Extraction of Training Data from (Production) Language ModelsMilad Nasr, Nicholas Carlini, Jonathan Hayase, et al.arXiv:2311.17035Scaling Relationship on Learning Mathematical Reasoning with Large Language ModelsZheng Yuan, Hongyi Yuan, Chengpeng Li, et al.arXiv:2308.01825Scaling Speech Technology to 1,000+ LanguagesVineel Pratap, Andros Tjandra, Bowen Shi, et al.arXiv:2305.13516Scaling up CometKiwi: Unbabel-IST 2023 Submission for the Quality Estimation Shared TaskRicardo Rei, Nuno M. Guerreiro, José Pombal, et al.Proceedings of the Eighth Conference on Machine…SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language ModelsXiaoxuan Wang, Ziniu Hu, Pan Lu, et al.arXiv:2307.10635Scoring Coreference Chains with Split-Antecedent AnaphorsSilviu Paun, Juntao Yu, Nafise Sadat Moosavi, et al.EnglishSCOTT: Self-Consistent Chain-of-Thought DistillationPeifeng Wang, Zhengyang Wang, Zheng Li, et al.Proceedings of the 61st Annual Meeting of the…SDXL: Improving Latent Diffusion Models for High-Resolution Image SynthesisDustin Podell, Zion English, Kyle Lacey, et al.arXiv:2307.01952Seamless: Multilingual Expressive and Streaming Speech TranslationSeamless Communication, Loic Barrault, Yu-An Chung, et al.arXiv:2312.05187SeamlessM4T: Massively Multilingual & Multimodal Machine TranslationSeamless Communication, Loic Barrault, Yu-An Chung, et al.arXiv:2308.11596Secrets of RLHF in Large Language Models Part I: PPORui Zheng, Shihan Dou, Songyang Gao, et al.arXiv:2307.04964SEED-Bench: Benchmarking Multimodal LLMs with Generative ComprehensionBohao Li, Rui Wang, Guangzhi Wang, et al.arXiv:2307.16125Segment AnythingAlexander Kirillov, Eric Mintun, Nikhila Ravi, et al.arXiv:2304.02643Self-Alignment with Instruction BacktranslationXian Li, Ping Yu, Chunting Zhou, et al.arXiv:2308.06259Self-Evaluation Guided Beam Search for ReasoningYuxi Xie, Kenji Kawaguchi, Yiran Zhao, et al.arXiv:2305.00633Self-RAG: Learning to Retrieve, Generate, and Critique through Self-ReflectionAkari Asai, Zeqiu Wu, Yizhong Wang, et al.arXiv:2310.11511SemDeDup: Data-efficient learning at web-scale through semantic deduplicationAmro Abbas, Kushal Tirumala, Dániel Simig, et al.arXiv:2303.09540Sentiment Analysis in the Era of Large Language Models: A Reality CheckWenxuan Zhang, Yue Deng, Bing Liu, et al.arXiv:2305.15005Seq2seq is All You Need for Coreference ResolutionWenzheng Zhang, Sam Wiseman, Karl StratosProceedings of the 2023 Conference on Empirical…SGLang: 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:2310.036841 2 3 4 5 6 7↑ back to topThis page in Markdown → https://md.research.elamur.ai/free/en/papers/2023/page/5/