📅 Papers of 2024 — page 4384 papers · all years1 2 3 4RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation FrameworkYifan Wang, Vera DembergEnglishRULER: What's the Real Context Size of Your Long-Context Language Models?Cheng-Ping Hsieh, Simeng Sun, Samuel Kriman, et al.arXiv:2404.06654Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model ParametersCharlie Snell, Jaehoon Lee, Kelvin Xu, et al.arXiv:2408.03314Scaling Synthetic Data Creation with 1,000,000,000 PersonasTao Ge, Xin Chan, Xiaoyang Wang, et al.arXiv:2406.20094SeeClick: Harnessing GUI Grounding for Advanced Visual GUI AgentsKanzhi Cheng, Qiushi Sun, Yougang Chu, et al.arXiv:2401.10935Semantics of Multiword Expressions in Transformer-Based Models: A SurveyFilip Miletić, Sabine Schulte im WaldeResearch libraryShortGPT: Layers in Large Language Models are More Redundant Than You ExpectXin Men, Mingyu Xu, Qingyu Zhang, et al.arXiv:2403.03853SIGA: A Naturalistic NLI Dataset of English Scalar Implicatures with Gradable AdjectivesRashid Nizamani, Sebastian Schuster, Vera DembergEnglishSkywork-Reward: Bag of Tricks for Reward Modeling in LLMsChris Yuhao Liu, Liang Zeng, Jiacai Liu, et al.arXiv:2410.18451SliceGPT: Compress Large Language Models by Deleting Rows and ColumnsSaleh Ashkboos, Maximilian L. Croci, Marcelo Gennari do Nascimento, et al.arXiv:2401.15024Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and InferenceBenjamin Warner, Antoine Chaffin, Benjamin Clavié, et al.arXiv:2412.13663SnapKV: LLM Knows What You are Looking for Before GenerationYuhong Li, Yingbing Huang, Bowen Yang, et al.arXiv:2404.14469Solving olympiad geometry without human demonstrationsTrieu H. Trinh, Yuhuai Wu, Quoc V. Le, et al.Nature 625Some Notes on Lexicographic Criticism and Biblical Hebrew Studies. Revisiting David J. A. Clines's MethodClara Carbonell OrtizAncient HebrewStanceEval 2024: The First Arabic Stance Detection Shared TaskNora Alturayeif, Hamzah Luqman, Zaid Alyafeai, et al.Proceedings of the Second Arabic Natural…Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMsXin Lai, Zhuotao Tian, Yukang Chen, et al.arXiv:2406.18629StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style ElementsJillian Fisher, Skyler Hallinan, Ximing Lu, et al.Machine translationSurvey on Computational Approaches to ImplicatureKaveri Anuranjana, Srihitha Mallepally, Sriharshitha Mareddy, et al.EnglishSWE-agent: Agent-Computer Interfaces Enable Automated Software EngineeringJohn Yang, Carlos E. Jimenez, Alexander Wettig, et al.arXiv:2405.15793SWE-bench: Can Language Models Resolve Real-World GitHub Issues?Carlos E. Jimenez, John Yang, Alexander Wettig, et al.arXiv:2310.06770Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language ModelsQingkai Min, Qipeng Guo, Xiangkun Hu, et al.Proceedings of the 62nd Annual Meeting of the…Syntactic Language Change in English and German: Metrics, Parsers, and ConvergencesYanran Chen, Wei Zhao, Anne Breitbarth, et al.EnglishThe AI Scientist: Towards Fully Automated Open-Ended Scientific DiscoveryChris Lu, Cong Lu, Robert Tjarko Lange, et al.arXiv:2408.06292The End of Desire: On the Meaning of תשוקה in the Hebrew Scriptures and the Dead Sea ScrollsJanson CondrenAncient HebrewThe Faiss libraryMatthijs Douze, Alexandr Guzhva, Chengqi Deng, et al.arXiv:2401.08281The FineWeb Datasets: Decanting the Web for the Finest Text Data at ScaleGuilherme Penedo, Hynek Kydlíček, Loubna Ben allal, et al.arXiv:2406.17557The Gricean Maxims in NLP — A SurveyLea Krause, Piek T.J.M. VossenEnglishThe Knesset Corpus: An Annotated Corpus of Hebrew Parliamentary ProceedingsGili Goldin, Nick Howell, Noam Ordan, et al.Modern HebrewThe Sale of Joseph in Genesis 37:18–26: Narrative Cohesion and CoherenceMatthew McAffeeAncient HebrewThe Thai Discourse Treebank: Annotating and Classifying Thai Discourse ConnectivesPonrawee Prasertsom, Apiwat Jaroonpol, Attapol T. RutherfordResearch libraryTinyLlama: An Open-Source Small Language ModelPeiyuan Zhang, Guangtao Zeng, Tianduo Wang, et al.arXiv:2401.02385To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoningZayne Sprague, Fangcong Yin, Juan Diego Rodriguez, et al.arXiv:2409.12183TOFU: A Task of Fictitious Unlearning for LLMsPratyush Maini, Zhili Feng, Avi Schwarzschild, et al.arXiv:2401.06121Token-Budget-Aware LLM ReasoningTingxu Han, Zhenting Wang, Chunrong Fang, et al.arXiv:2412.18547Towards Fine-Grained Pedagogical Control over English Grammar Complexity in Educational Text GenerationDominik Glandorf, Detmar MeurersEnglishTowards Named-Entity and Coreference Annotation of the Hebrew BibleDaniel G. Swanson, Bryce D. Bussert, Francis TyersAncient HebrewTower: An Open Multilingual Large Language Model for Translation-Related TasksDuarte M. Alves, Jose Pombal, Nuno M. Guerreiro, et al.arXiv:2402.17733Training Language Models to Self-Correct via Reinforcement LearningAviral Kumar, Vincent Zhuang, Rishabh Agarwal, et al.arXiv:2409.12917Training LLMs to Recognize Hedges in Dialogues about Roadrunner CartoonsAmie Paige, Adil Soubki, John Murzaku, et al.EnglishTranslating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form TextsEleftheria Briakou, Jiaming Luo, Colin Cherry, et al.Proceedings of the Ninth Conference on Machine…Trusting Your Evidence: Hallucinate Less with Context-aware DecodingWeijia Shi, Xiaochuang Han, Mike Lewis, et al.Proceedings of the 2024 Conference of the North…TrustLLM: Trustworthiness in Large Language ModelsYue Huang, Lichao Sun, Haoran Wang, et al.arXiv:2401.05561Tulu 3: Pushing Frontiers in Open Language Model Post-TrainingNathan Lambert, Jacob Morrison, Valentina Pyatkin, et al.arXiv:2411.15124Unifying the Scope of Bridging Anaphora Types in English: Bridging Annotations in ARRAU and GUMLauren Levine, Amir ZeldesEnglishUniversal Dependencies for SaraikiMeesum Alam, Francis Tyers, Emily Hanink, et al.Proceedings of the Joint Workshop on Multiword…V-STaR: Training Verifiers for Self-Taught ReasonersArian Hosseini, Xingdi Yuan, Nikolay Malkin, et al.arXiv:2402.06457VariErr NLI: Separating Annotation Error from Human Label VariationLeon Weber-Genzel, Siyao Peng, Marie-Catherine De Marneffe, et al.Proceedings of the 62nd Annual Meeting of the…Verbal strategies for expressing reciprocity – the case of HebrewBar-Asher Siegal, ElitzurModern HebrewVideo-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video AnalysisChaoyou Fu, Yuhan Dai, Yongdong Luo, et al.arXiv:2405.21075VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web TasksJing Yu Koh, Robert Lo, Lawrence Jang, et al.Proceedings of the 62nd Annual Meeting of the…WebVoyager: Building an End-to-End Web Agent with Large Multimodal ModelsHongliang He, Wenlin Yao, Kaixin Ma, et al.Proceedings of the 62nd Annual Meeting of the…What Causes the Failure of Explicit to Implicit Discourse Relation Recognition?Wei Liu, Stephen Wan, Michael StrubeProceedings of the 2024 Conference of the North…What matters when building vision-language models?Hugo Lauren\ccon, Leo Tronchon, Matthieu Cord, et al.arXiv:2405.02246WildChat: 1M ChatGPT Interaction Logs in the WildWenting Zhao, Xiang Ren, Jack Hessel, et al.arXiv:2405.01470WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMsSeungju Han, Kavel Rao, Allyson Ettinger, et al.arXiv:2406.18495WordNet under Scrutiny: Dictionary Examples in the Era of Large Language ModelsFatemah Yousef Almeman, Steven Schockaert, Luis Espinosa AnkeEnglishXCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and RetrievalMohammad Abdullah Matin Khan, M Saiful Bari, Xuan Long Do, et al.Proceedings of the 62nd Annual Meeting of the…xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error DetectionNuno M. Guerreiro, Ricardo Rei, Daan van Stigt, et al.Transactions of the Association for…Yi: Open Foundation Models by 01.AIAlex Young, Bei Chen, Chao Li, et al.arXiv:2403.04652Étude des facteurs de complexité des modèles de langage dans une tâche de compréhension de lecture à l'aide d'une expérience contrôlée sémantiquementElie Antoine, Frederic Bechet, Géraldine Damnati, et al.Actes de la 31ème Conférence sur le Traitement…τ-bench: A Benchmark for Tool-Agent-User Interaction in Real-World DomainsShunyu Yao, Noah Shinn, Pedram Razavi, et al.arXiv:2406.12045中文医疗大模型综述: 进展、评估与挑战籍欣萌, 昝红英, 崔婷婷, et al.中文信息学报…从基础智能到通用智能: 基于大模型的GenAI和AGI之现状与展望缪青海, 王兴霞, 杨静, et al.自动化学报 (Acta Automatica Sinica)可控文本生成技术研究综述王舰, 孙宇清中文信息学报…基于交互式定理证明的并发程序验证工作综述王中烨, 吴姝姝, 曹钦翔软件学报 (Journal of Software)基于大语言模型的事件常识知识图谱扩展方法黄俏娟, 曹存根, 王亚, et al.软件学报 (Journal of Software)基于短语及依存的标注规则和短语识别算法研究刘广, 涂刚, 李政, et al.中文信息学报…基于规则提示的知识图谱通用推理预训练模型崔员宁, 孙泽群, 胡伟计算机研究与发展…大语言模型的幻觉问题研究综述刘泽垣, 王鹏江, 宋晓斌, et al.软件学报 (Journal of Software)大语言模型评测综述罗文, 王厚峰中文信息学报…探索中文预训练模型的混合粒度编码和IDF遮蔽邵云帆, 孙天祥, 邱锡鹏中文信息学报…故事启发大语言模型的时序知识图谱预测陈娟, 赵新潮, 隋京言, et al.模式识别与人工智能…文档级神经机器翻译综述吕星林, 李军辉, 陶仕敏, et al.软件学报 (Journal of Software)时序知识图谱表示与推理的研究进展与趋势王俞涵, 陈子阳, 赵翔, et al.软件学报 (Journal of Software)生成 AI は含意関係認識ができるのか荒沢康平, 狩野芳伸言語処理学会 第30回年次大会 発表論文集 (NLP2024)表格问答研究综述张洪廙, 李韧, 杨建喜, et al.中文信息学报…视频问答技术研究进展包翠竹, 丁凯, 董建锋, et al.计算机研究与发展…言語モデルの思考連鎖的推論における探索戦略の動的変化青木洋一, 工藤慧音, 曾根周作, et al.言語処理学会 第30回年次大会 発表論文集 (NLP2024)語彙置換継続事前学習による日英バイリンガルモデルの構築と評価麻場直喜, 野崎雄太, 中島大, et al.言語処理学会 第30回年次大会 発表論文集 (NLP2024)非自回归神经机器翻译综述曹航, 胡驰, 肖桐, et al.中文信息学报…面向大语言模型的越狱攻击综述李南, 丁益东, 江浩宇, et al.计算机研究与发展…面向语言学习者的跨语言反馈评语生成方法(Cross-Lingual Feedback Comment Generation for Language Learners)Jiyuan An, Lin Zhu, Erhong YangProceedings of the 23rd Chinese National…预训练模型在软件工程领域应用研究进展宫丽娜, 周易人, 乔羽, et al.软件学报 (Journal of Software)预训练神经机器翻译研究进展分析曹智泉, 穆永誉, 肖桐, et al.中文信息学报…1 2 3 4↑ back to top