📅 Papers of 2023 — page 4635 papers · all years1 2 3 4 5 6 7Large Language Models as OptimizersChengrun Yang, Xuezhi Wang, Yifeng Lu, et al.arXiv:2309.03409Large Language Models Can Be Easily Distracted by Irrelevant ContextFreda Shi, Xinyun Chen, Kanishka Misra, et al.arXiv:2302.00093Large Language Models Can Self-ImproveJiaxin Huang, Shixiang Gu, Le Hou, et al.Proceedings of the 2023 Conference on Empirical…Large Language Models Cannot Self-Correct Reasoning YetJie Huang, Xinyun Chen, Swaroop Mishra, et al.arXiv:2310.01798Large Language Models Effectively Leverage Document-level Context for Literary Translation, but Critical Errors PersistMarzena Karpinska, Mohit IyyerProceedings of the Eighth Conference on Machine…Large Language Models for Information Retrieval: A SurveyYutao Zhu; Huaying Yuan; Shuting Wang; Jiongnan Liu; Wenhan Liu; Chenlong Deng; Haonan Chen; Zheng Liu; Zhicheng Dou;, Ji-Rong WenarXiv:2308.07107Large Language Models Sensitivity to The Order of Options in Multiple-Choice QuestionsPouya Pezeshkpour, Estevam HruschkaarXiv:2308.11483Large Language Models with Controllable Working MemoryDaliang Li, Ankit Singh Rawat, Manzil Zaheer, et al.Findings of the Association for Computational…Larger language models do in-context learning differentlyJerry Wei, Jason Wei, Yi Tay, et al.arXiv:2303.03846LawBench: Benchmarking Legal Knowledge of Large Language ModelsZhiwei Fei, Xiaoyu Shen, Dawei Zhu, et al.arXiv:2309.16289Lawyer LLaMA Technical ReportQuzhe Huang, Mingxu Tao, Chen Zhang, et al.arXiv:2305.15062LeanDojo: Theorem Proving with Retrieval-Augmented Language ModelsKaiyu Yang, Aidan M. Swope, Alex Gu, et al.arXiv:2306.15626Learning to Compress Prompts with Gist TokensJesse Mu, Xiang Lisa Li, Noah GoodmanarXiv:2304.08467LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language ModelsNeel Guha; Julian Nyarko; Daniel E. Ho; Christopher Re; Adam Chilton; Aditya Narayana; Alex Chohlas-Wood; Austin Peters; Brandon Waldon; Daniel N. Rockmore; Diego Zambrano; Dmitry Talisman; Enam Hoque; Faiz Surani; Frank Fagan; Galit Sarfaty; Gregory M. Dickinson; Haggai Porat; Jason Hegland; Jessica Wu; Joe Nudell; Joel Niklaus; John Nay; Jonathan H. Choi; Kevin Tobia; Margaret Hagan; Megan Ma; Michael Livermore; Nikon Rasumov-Rahe; Nils Holzenberger; Noam Kolt; Peter Henderson; Sean Rehaag; Sharad Goel; Shang Gao; Spencer Williams; Sunny Gandhi; Tom Zur; Varun Iyer;, Zehua LiarXiv:2308.11462LENS: A Learnable Evaluation Metric for Text SimplificationMounica Maddela, Yao Dou, David Heineman, et al.Proceedings of the 61st Annual Meeting of the…Let's Verify Step by StepHunter Lightman, Vineet Kosaraju, Yura Burda, et al.arXiv:2305.20050LEVER: Learning to Verify Language-to-Code Generation with ExecutionAnsong Ni, Srini Iyer, Dragomir Radev, et al.arXiv:2302.08468Lexicalised and non-lexicalized multi-word expressions in WordNet: a cross-encoder approachMarek Maziarz, Łukasz Grabowski, Tadeusz Piotrowski, et al.Proceedings of the 12th Global Wordnet…LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic ProversTheo X. Olausson, Alex Gu, Benjamin Lipkin, et al.arXiv:2310.15164…LingMess: Linguistically Informed Multi Expert Scorers for Coreference ResolutionShon Otmazgin, Arie Cattan, Yoav GoldbergEnglishLinguistic Productivity: the Case of Determiners in EnglishRaquel G. Alhama, Ruthe Foushee, Daniel Byrne, et al.Proceedings of the 13th International Joint…Llama Guard: LLM-based Input-Output Safeguard for Human-AI ConversationsHakan Inan, Kartikeya Upasani, Jianfeng Chi, et al.arXiv:2312.06674LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init AttentionRenrui Zhang, Jiaming Han, Chris Liu, et al.arXiv:2303.16199LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One DayChunyuan Li, Cliff Wong, Sheng Zhang, et al.arXiv:2306.00890Llemma: An Open Language Model For MathematicsZhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, et al.arXiv:2310.10631LLM+P: Empowering Large Language Models with Optimal Planning ProficiencyBo Liu, Yuqian Jiang, Xiaohan Zhang, et al.arXiv:2304.11477LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language ModelsZhiqiang Hu, Lei Wang, Yihuai Lan, et al.Proceedings of the 2023 Conference on Empirical…LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative FusionDongfu Jiang, Xiang Ren, Bill Yuchen LinProceedings of the 61st Annual Meeting of the…LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language ModelsYen-Ting Lin, Yun-Nung ChenarXiv:2305.13711LLM-Pruner: On the Structural Pruning of Large Language ModelsXinyin Ma, Gongfan Fang, Xinchao WangarXiv:2305.11627LLMLingua: Compressing Prompts for Accelerated Inference of Large Language ModelsHuiqiang Jiang, Qianhui Wu, Chin-Yew Lin, et al.Proceedings of the 2023 Conference on Empirical…LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation DatasetLianmin Zheng, Wei-Lin Chiang, Ying Sheng, et al.arXiv:2309.11998Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical ReasoningLiangming Pan, Alon Albalak, Xinyi Wang, et al.arXiv:2305.12295LongBench: A Bilingual, Multitask Benchmark for Long Context UnderstandingYushi Bai, Xin Lv, Jiajie Zhang, et al.arXiv:2308.14508LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt CompressionHuiqiang Jiang, Qianhui Wu, Xufang Luo, et al.arXiv:2310.06839LongLoRA: Efficient Fine-tuning of Long-Context Large Language ModelsYukang Chen, Shengju Qian, Haotian Tang, et al.arXiv:2309.12307LooGLE: Can Long-Context Language Models Understand Long Contexts?Jiaqi Li, Mengmeng Wang, Zilong Zheng, et al.arXiv:2311.04939Lost in the Middle: How Language Models Use Long ContextsNelson F. Liu, Kevin Lin, John Hewitt, et al.arXiv:2307.03172Low-Resource Languages Jailbreak GPT-4Zheng-Xin Yong, Cristina Menghini, Stephen H. BacharXiv:2310.02446MADLAD-400: A Multilingual And Document-Level Large Audited DatasetSneha Kudugunta, Isaac Caswell, Biao Zhang, et al.arXiv:2309.04662Making Language Models Better Reasoners with Step-Aware VerifierYifei Li, Zeqi Lin, Shizhuo Zhang, et al.Proceedings of the 61st Annual Meeting of the…Making Retrieval-Augmented Language Models Robust to Irrelevant ContextOri Yoran, Tomer Wolfson, Ori Ram, et al.arXiv:2310.01558MAmmoTH: Building Math Generalist Models through Hybrid Instruction TuningXiang Yue, Xingwei Qu, Ge Zhang, et al.arXiv:2309.05653Mapping AMR to UMR: Resources for Adapting Existing Corpora for Cross-Lingual CompatibilityJulia Bonn, Skatje Myers, Jens E. L. Van Gysel, et al.Machine translationMapping Explicit and Implicit Discourse Relations between the RST-DT and the PDTB 3.0Nelson Filipe Costa, Nadia Sheikh, Leila KosseimEnglishMarked Personas: Using Natural Language Prompts to Measure Stereotypes in Language ModelsMyra Cheng, Esin Durmus, Dan JurafskyProceedings of the 61st Annual Meeting of the…MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical ReasoningKe Wang, Houxing Ren, Aojun Zhou, et al.arXiv:2310.03731MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning ProblemsJakub Macina, Nico Daheim, Sankalan Chowdhury, et al.Findings of the Association for Computational…Mathematical Capabilities of ChatGPTSimon Frieder, Luca Pinchetti, Alexis Chevalier, et al.arXiv:2301.13867 · NeurIPS 2023 Datasets and…Mathematical Discoveries from Program Search with Large Language ModelsBernardino Romera-Paredes, Mohammadamin Barekatain, Alexander Novikov, et al.Nature 625MathPrompter: Mathematical Reasoning using Large Language ModelsShima Imani, Liang Du, Harsh ShrivastavaProceedings of the 61st Annual Meeting of the…MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual ContextsPan Lu, Hritik Bansal, Tony Xia, et al.arXiv:2310.02255MBR and QE Finetuning: Training-time Distillation of the Best and Most Expensive Decoding MethodsMara Finkelstein; Subhajit Naskar; Mehdi Mirzazadeh; Apurva Shah;, Markus FreitagarXiv:2309.10966Meaning Representation of English Prepositional Phrase Roles: SNACS Supersenses vs. Tectogrammatical FunctorsWesley Scivetti, Nathan SchneiderEnglishMeasuring Attribution in Natural Language Generation ModelsHannah Rashkin, Vitaly Nikolaev, Matthew Lamm, et al.Computational LinguisticsMeasuring Faithfulness in Chain-of-Thought ReasoningTamera Lanham, Anna Chen, Ansh Radhakrishnan, et al.arXiv:2307.13702Measuring Fine-Grained Semantic Equivalence with Abstract Meaning RepresentationShira Wein, Zhuxin Wang, Nathan SchneiderMachine translationMedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training DataTianyu Han, Lisa C. Adams, Jens-Michalis Papaioannou, et al.arXiv:2304.08247MEDITRON-70B: Scaling Medical Pretraining for Large Language ModelsZeming Chen, Alejandro Hernandez Cano, Angelika Romanou, et al.arXiv:2311.16079MEGA: Multilingual Evaluation of Generative AIKabir Ahuja, Harshita Diddee, Rishav Hada, et al.arXiv:2303.12528MetaGPT: Meta Programming for A Multi-Agent Collaborative FrameworkSirui Hong, Mingchen Zhuge, Jiaqi Chen, et al.arXiv:2308.00352MetaMath: Bootstrap Your Own Mathematical Questions for Large Language ModelsLonghui Yu, Weisen Jiang, Han Shi, et al.arXiv:2309.12284MetricX-23: The Google Submission to the WMT 2023 Metrics Shared TaskJuraj Juraska, Mara Finkelstein, Daniel Deutsch, et al.Proceedings of the Eighth Conference on Machine…MIMIC-IV, a freely accessible electronic health record datasetAlistair E. W. Johnson, Lucas Bulgarelli, Lu Shen, et al.Scientific DataMind2Web: Towards a Generalist Agent for the WebXiang Deng, Yu Gu, Boyuan Zheng, et al.arXiv:2306.06070MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language ModelsDeyao Zhu, Jun Chen, Xiaoqian Shen, et al.arXiv:2304.10592MiniGPT-v2: large language model as a unified interface for vision-language multi-task learningJun Chen, Deyao Zhu, Xiaoqian Shen, et al.arXiv:2310.09478MiniLLM: On-Policy Distillation of Large Language ModelsYuxian Gu, Li Dong, Furu Wei, et al.arXiv:2306.08543MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language FeedbackXingyao Wang, Zihan Wang, Jiateng Liu, et al.arXiv:2309.10691MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse LanguagesXinyu Zhang, Nandan Thakur, Odunayo Ogundepo, et al.Research libraryMitigating Hallucination in Large Multi-Modal Models via Robust Instruction TuningFuxiao Liu, Kevin Lin, Linjie Li, et al.arXiv:2306.14565Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive DecodingSicong Leng, Hang Zhang, Guanzheng Chen, et al.arXiv:2311.16922MLAgentBench: Evaluating Language Agents on Machine Learning ExperimentationQian Huang, Jian Vora, Percy Liang, et al.arXiv:2310.03302MM-Vet: Evaluating Large Multimodal Models for Integrated CapabilitiesWeihao Yu, Zhengyuan Yang, Linjie Li, et al.arXiv:2308.02490MMBench: Is Your Multi-modal Model an All-around Player?Yuan Liu, Haodong Duan, Yuanhan Zhang, et al.arXiv:2307.06281MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language ModelsChaoyou Fu, Peixian Chen, Yunhang Shen, et al.arXiv:2306.13394MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGIXiang Yue, Yuansheng Ni, Kai Zhang, et al.arXiv:2311.16502MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection SystemLibo Qin, Shijue Huang, Qiguang Chen, et al.Findings of the Association for Computational…Model Tells You What to Discard: Adaptive KV Cache Compression for LLMsSuyu Ge, Yunan Zhang, Liyuan Liu, et al.arXiv:2310.01801Modeling Cross-Cultural Pragmatic Inference with Codenames DuetOmar Shaikh, Caleb Ziems, William Held, et al.Findings of the Association for Computational…Morphological Inflection: A Reality CheckJordan Kodner, Sarah Payne, Salam Khalifa, et al.EnglishmPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality CollaborationQinghao Ye, Haiyang Xu, Jiabo Ye, et al.arXiv:2311.04257mPLUG-Owl: Modularization Empowers Large Language Models with MultimodalityQinghao Ye, Haiyang Xu, Guohai Xu, et al.arXiv:2304.14178Multi-source Semantic Graph-based Multimodal Sarcasm Explanation GenerationLiqiang Jing, Xuemeng Song, Kun Ouyang, et al.Proceedings of the 61st Annual Meeting of the…Multi-step Jailbreaking Privacy Attacks on ChatGPTHaoran Li, Dadi Guo, Wei Fan, et al.Findings of the Association for Computational…Multi-VALUE: A Framework for Cross-Dialectal English NLPCaleb Ziems, William Held, Jingfeng Yang, et al.EnglishMultilingual Coreference Resolution in Multiparty DialogueBoyuan Zheng, Patrick Xia, Mahsa Yarmohammadi, et al.Research libraryMultilingual Jailbreak Challenges in Large Language ModelsYue Deng, Wenxuan Zhang, Sinno Jialin Pan, et al.arXiv:2310.06474Multilingual Sequence-to-Sequence Models for Hebrew NLPMatan Eyal, Hila Noga, Roee Aharoni, et al.Modern HebrewMultimodal Chain-of-Thought Reasoning in Language ModelsZhuosheng Zhang, Aston Zhang, Mu Li, et al.arXiv:2302.00923MVBench: A Comprehensive Multi-modal Video Understanding BenchmarkKunchang Li, Yali Wang, Yinan He, et al.arXiv:2311.17005MWE as WSD: Solving Multiword Expression Identification with Word Sense DisambiguationJoshua Tanner, Jacob HoffmanFindings of the Association for Computational…Neural Codec Language Models are Zero-Shot Text to Speech SynthesizersChengyi Wang, Sanyuan Chen, Yu Wu, et al.arXiv:2301.02111NL-Augmenter: A Framework for Task-Sensitive Natural Language AugmentationKaustubh Dhole, Varun Gangal, Sebastian Gehrmann, et al.Northern European Journal of Language TechnologyNLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each BenchmarkOscar Sainz, Jon Campos, Iker García-Ferrero, et al.Findings of the Association for Computational…Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought PromptingHaoyang Huang, Tianyi Tang, Dongdong Zhang, et al.arXiv:2305.07004Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt InjectionKai Greshake, Sahar Abdelnabi, Shailesh Mishra, et al.arXiv:2302.12173Nothing New Under the Sun? The Study of Biblical Hebrew in the Era of Generative Pre-trained AIA. G. ElrodAncient HebrewNâbra: Syrian Arabic Dialects with Morphological AnnotationsAmal Nayouf, Tymaa Hammouda, Mustafa Jarrar, et al.Semitic languagesOBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text DocumentsHugo Laurençon, Lucile Saulnier, Leo Tronchon, et al.arXiv:2306.165271 2 3 4 5 6 7↑ back to topThis page in Markdown → https://md.research.elamur.ai/free/en/papers/2023/page/4/