📅 Papers of 2023 — page 2635 papers · all years1 2 3 4 5 6 7Challenges 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 Coreference Resolution in Movie ScreenplaysSabyasachee Baruah, Shrikanth NarayananFindings of the Association for Computational…Character-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 MT: Competitive for High- (but Not Low-) Resource LanguagesNathaniel Robinson, Perez Ogayo, David R. Mortensen, et al.Proceedings of the Eighth Conference on Machine…ChatGPT Outperforms Crowd-Workers for Text-Annotation TasksFabrizio Gilardi, Meysam Alizadeh, Maël KubliarXiv:2303.15056ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style TransferDongqi Liu, Vera DembergarXiv:2306.07799ChatIE: 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:2302.12813Chinese Idiom ParaphrasingJipeng Qiang, Yang Li, Chaowei Zhang, et al.Transactions of the Association for…CMMLU: 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 listConnective Prediction for Implicit Discourse Relation Recognition via Knowledge DistillationHongyi Wu, Hao Zhou, Man Lan, et al.Proceedings of the 61st Annual Meeting of the…Coreference 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 KantharubanEnglishCQE: A Comprehensive Quantity ExtractorSatya Almasian, Vivian Kazakova, Philipp Göldner, et al.Proceedings of the 2023 Conference on Empirical…CREPE: Open-Domain Question Answering with False PresuppositionsXinyan Yu, Sewon Min, Luke Zettlemoyer, et al.EnglishCRFに基づく形態素解析器のスコア計算の分割によるモデルサイズと解析速度の調整赤部晃一, 神田峻介, 小田悠介言語処理学会 第29回年次大会 発表論文集 (NLP2023)CRITIC: Large Language Models Can Self-Correct with Tool-Interactive CritiquingZhibin Gou, Zhihong Shao, Yeyun Gong, et al.arXiv:2305.11738Cross-Document Event Coreference Resolution on Discourse StructureXinyu Chen, Sheng Xu, Peifeng Li, et al.Proceedings of the 2023 Conference on Empirical…Crossing the Threshold: Idiomatic Machine Translation through Retrieval Augmentation and Loss WeightingEmmy Liu, Aditi Chaudhary, Graham NeubigProceedings of the 2023 Conference on Empirical…Culturally Aware Natural Language InferenceJing Huang, Diyi YangFindings of the Association for Computational…CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 LanguagesThuat Nguyen, Chien Van Nguyen, Viet Dac Lai, et al.arXiv:2309.09400DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic RulesYanchen Liu, William Held, Diyi YangEnglishData-driven Parsing Evaluation for Child-Parent InteractionsZoey Liu, Emily Prud'hommeauxEnglishDecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT ModelsBoxin Wang, Weixin Chen, Hengzhi Pei, et al.arXiv:2306.11698Deductive Verification of Chain-of-Thought ReasoningZhan Ling, Yunhao Fang, Xuanlin Li, et al.arXiv:2306.03872Deep Aramaic: Towards a Synthetic Data Paradigm Enabling Machine Learning in EpigraphyAndrei C. Aioanei, Regine Hunziker-Rodewald, Konstantin Klein, et al.Ancient HebrewDeepInception: Hypnotize Large Language Model to Be JailbreakerXuan Li, Zhanke Zhou, Jianing Zhu, et al.arXiv:2311.03191DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer ModelsSam Ade Jacobs, Masahiro Tanaka, Chengming Zhang, et al.arXiv:2309.14509Dependency Dialogue Acts — Annotation Scheme and Case StudyJon Z. Cai, Brendan King, Margaret Perkoff, et al.EnglishDescribe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task AgentsZihao Wang, Shaofei Cai, Guanzhou Chen, et al.arXiv:2302.01560Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task DesignValentina Pyatkin, Frances Yung, Merel C. J. Scholman, et al.Research libraryDesigning the LECOR Learner Corpus for RomanianAna Maria Barbu, Elena Irimia, Carmen Mîrzea Vasile, et al.Proceedings of the 14th International…DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability CurvatureEric Mitchell, Yoonho Lee, Alexander Khazatsky, et al.arXiv:2301.11305Detecting Language Model Attacks with PerplexityGabriel Alon, Michael KamfonasarXiv:2308.14132DictaBERT: A State-of-the-Art BERT Suite for Modern HebrewShaltiel Shmidman, Avi Shmidman, Moshe KoppelModern HebrewDifficulties in Handling Mathematical Expressions in Universal DependenciesLauren LevineEnglishDiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion ModelsShansan Gong, Mukai Li, Jiangtao Feng, et al.Findings of the Association for Computational…DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-CorrectionMohammadreza Pourreza, Davood RafieiarXiv:2304.11015DINOv2: Learning Robust Visual Features without SupervisionMaxime Oquab, Timothee Darcet, Theo Moutakanni, et al.arXiv:2304.07193Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft PromptingChen Chen, Yufei Wang, Aixin Sun, et al.Findings of the Association for Computational…DiscoFlan: Instruction Fine-tuning and Refined Text Generation for Discourse Relation Label ClassificationKaveri AnuranjanaProceedings of the 3rd Shared Task on Discourse…DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation RecognitionChunkit Chan, Xin Liu, Jiayang Cheng, et al.Findings of the Association for Computational…DiscoScore: Evaluating Text Generation with BERT and Discourse CoherenceWei Zhao, Michael Strube, Steffen EgerProceedings of the 17th Conference of the…Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under DiscussionWei-Jen Ko, Yating Wu, Cutter Dalton, et al.EnglishDistilling Calibrated Knowledge for Stance DetectionYingjie Li, Cornelia CarageaFindings of the Association for Computational…Distilling Reasoning Capabilities into Smaller Language ModelsKumar Shridhar, Alessandro Stolfo, Mrinmaya SachanFindings of the Association for Computational…Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model SizesCheng-Yu Hsieh, Chun-Liang Li, Chih-kuan Yeh, et al.Findings of the Association for Computational…Do All Languages Cost the Same? Tokenization in the Era of Commercial Language ModelsOrevaoghene Ahia, Sachin Kumar, Hila Gonen, et al.Proceedings of the 2023 Conference on Empirical…Do Pretrained Contextual Language Models Distinguish between Hebrew Homograph Analyses?Avi Shmidman, Cheyn Shmuel Shmidman, Dan Bareket, et al.Ancient HebrewDocument-Level Machine Translation with Large Language ModelsLongyue Wang, Chenyang Lyu, Tianbo Ji, et al.Proceedings of the 2023 Conference on Empirical…DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language ModelsYung-Sung Chuang, Yujia Xie, Hongyin Luo, et al.arXiv:2309.03883DSPy: Compiling Declarative Language Model Calls into Self-Improving PipelinesOmar Khattab, Arnav Singhvi, Paridhi Maheshwari, et al.arXiv:2310.03714Dual Cache for Long Document Neural Coreference ResolutionQipeng Guo, Xiangkun Hu, Yue Zhang, et al.Proceedings of the 61st Annual Meeting of the…Dynamic Routing Transformer Network for Multimodal Sarcasm DetectionYuan Tian, Nan Xu, Ruike Zhang, et al.Proceedings of the 61st Annual Meeting of the…Effective Long-Context Scaling of Foundation ModelsWenhan Xiong, Jingyu Liu, Igor Molybog, et al.arXiv:2309.16039Efficient and Effective Text Encoding for Chinese LLaMA and AlpacaYiming Cui, Ziqing Yang, Xin YaoarXiv:2304.08177Elaborative Simplification as Implicit Questions Under DiscussionYating Wu, William Sheffield, Kyle Mahowald, et al.EnglishEliciting Latent Predictions from Transformers with the Tuned LensNora Belrose, Igor Ostrovsky, Lev McKinney, et al.arXiv:2303.08112Em Direção à Anotação Sintatica - UD de Tweets do Mercado FinanceiroBryan K. S. Barbosa, Ariani Di-FelippoProceedings of the 2nd Edition of the Universal…Enabling Large Language Models to Generate Text with CitationsTianyu Gao, Howard Yen, Jiatong Yu, et al.Proceedings of the 2023 Conference on Empirical…Encoding Discourse Structure: Comparison of RST and QUDSara Shahmohammadi, Hannah Seemann, Manfred Stede, et al.EnglishEncouraging Divergent Thinking in Large Language Models through Multi-Agent DebateTian Liang, Zhiwei He, Wenxiang Jiao, et al.arXiv:2305.19118Enhancing Chat Language Models by Scaling High-quality Instructional ConversationsNing Ding, Yulin Chen, Bokai Xu, et al.arXiv:2305.14233Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation SynergyZhihong Shao, Yeyun Gong, Yelong Shen, et al.arXiv:2305.15294EPIC: Multi-Perspective Annotation of a Corpus of IronySimona Frenda, Alessandro Pedrani, Valerio Basile, et al.Proceedings of the 61st Annual Meeting of the…Evaluating Emotion Arcs Across Languages: Bridging the Global Divide in Sentiment AnalysisDaniela Teodorescu, Saif MohammadFindings of the Association for Computational…Evaluating Large Language Models in Theory of Mind TasksMichal KosinskiarXiv:2302.02083Evaluating Large Language Models: A Comprehensive SurveyZishan Guo, Renren Jin, Chuang Liu, et al.arXiv:2310.19736Evaluating Object Hallucination in Large Vision-Language ModelsYifan Li, Yifan Du, Kun Zhou, et al.Proceedings of the 2023 Conference on Empirical…Evaluating Open-Domain Question Answering in the Era of Large Language ModelsEhsan Kamalloo, Nouha Dziri, Charles Clarke, et al.Proceedings of the 61st Annual Meeting of the…Evaluating statistical language models as pragmatic reasonersBenjamin Lipkin, Lionel Wong, Gabriel Grand, et al.arXiv:2305.01020Evaluating the Logical Reasoning Ability of ChatGPT and GPT-4Hanmeng Liu, Ruoxi Ning, Zhiyang Teng, et al.arXiv:2304.03439Evaluating Verifiability in Generative Search EnginesNelson Liu, Tianyi Zhang, Percy LiangFindings of the Association for Computational…Exclaiming non-sententially: exclamative sluices and the (non-elliptical) nature of ellipsis constructionsJonathan Ginzburg, Jong-Bok KimEnglishExpectations over Unspoken Alternatives Predict Pragmatic InferencesJennifer Hu, Roger Levy, Judith Degen, et al.EnglishExplainability for Large Language Models: A SurveyHaiyan Zhao, Hanjie Chen, Fan Yang, et al.arXiv:2309.01029Explicit Morphological Knowledge Improves Pre-training of Language Models for HebrewEylon Gueta, Omer Goldman, Reut TsarfatyModern HebrewExploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and OpportunitiesRiccardo Orlando, Simone Conia, Roberto NavigliEnglishExploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular DataMubashara Akhtar, Abhilash Shankarampeta, Vivek Gupta, et al.Findings of the Association for Computational…Exploring the Relationship between LLM Hallucinations and Prompt Linguistic Nuances: Readability, Formality, and ConcretenessVipula Rawte, Prachi Priya, S.M Towhidul Islam Tonmoy, et al.arXiv:2309.11064Extension Multi30K: Multimodal Dataset for Integrated Vision and Language Research in UkrainianNataliia Saichyshyna, Daniil Maksymenko, Oleksii Turuta, et al.Proceedings of the Second Ukrainian Natural…FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain ScenariosI-Chun Chern, Steffi Chern, Shiqi Chen, et al.arXiv:2307.13528FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text GenerationSewon Min, Kalpesh Krishna, Xinxi Lyu, et al.Proceedings of the 2023 Conference on Empirical…Faith and Fate: Limits of Transformers on CompositionalityNouha Dziri, Ximing Lu, Melanie Sclar, et al.arXiv:2305.18654Faithful Chain-of-Thought ReasoningQing Lyu, Shreya Havaldar, Adam Stein, et al.Proceedings of the 13th International Joint…1 2 3 4 5 6 7↑ back to topThis page in Markdown → https://md.research.elamur.ai/free/en/papers/2023/page/2/