📅 Papers of 2024 — page 3383 papers · all years1 2 3 4LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt CompressionZhuoshi Pan, Qianhui Wu, Huiqiang Jiang, et al.Findings of the Association for Computational…LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation TasksAnna Bavaresco, Raffaella Bernardi, Leonardo Bertolazzi, et al.arXiv:2406.18403LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation MethodsHaitao Li, Qian Dong, Junjie Chen, et al.arXiv:2412.05579Long-context LLMs Struggle with Long In-context LearningTianle Li, Ge Zhang, Quy Duc Do, et al.arXiv:2404.02060Long-form factuality in large language modelsJerry Wei, Chengrun Yang, Xinying Song, et al.arXiv:2403.18802LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context MultitasksYushi Bai, Shangqing Tu, Jiajie Zhang, et al.arXiv:2412.15204LongRoPE: Extending LLM Context Window Beyond 2 Million TokensYiran Ding, Li Lyna Zhang, Chengruidong Zhang, et al.arXiv:2402.13753Lost in Translationese? Reducing Translation Effect Using Abstract Meaning RepresentationShira Wein, Nathan SchneiderMachine translationM3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge DistillationJianlv Chen, Shitao Xiao, Peitian Zhang, et al.arXiv:2402.03216Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with NothingZhangchen Xu, Fengqing Jiang, Luyao Niu, et al.arXiv:2406.08464Major Entity Identification: A Generalizable Alternative to Coreference ResolutionKawshik Manikantan, Shubham Toshniwal, Makarand Tapaswi, et al.Proceedings of the 2024 Conference on Empirical…MAmmoTH2: Scaling Instructions from the WebXiang Yue, Tuney Zheng, Ge Zhang, et al.arXiv:2405.03548Many-Shot In-Context LearningRishabh Agarwal, Avi Singh, Lei M. Zhang, et al.arXiv:2404.11018Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human AnnotationsPeiyi Wang, Lei Li, Zhihong Shao, et al.Proceedings of the 62nd Annual Meeting of the…MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?Renrui Zhang, Dongzhi Jiang, Yichi Zhang, et al.arXiv:2403.14624Maverick: Efficient and Accurate Coreference Resolution Defying Recent TrendsGiuliano Martinelli, Edoardo Barba, Roberto NavigliProceedings of the 62nd Annual Meeting of the…Measuring Multimodal Mathematical Reasoning with MATH-Vision DatasetKe Wang, Junting Pan, Weikang Shi, et al.arXiv:2402.14804Measuring short-form factuality in large language modelsJason Wei, Nguyen Karina, Hyung Won Chung, et al.arXiv:2411.04368Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding HeadsTianle Cai, Yuhong Li, Zhengyang Geng, et al.arXiv:2401.10774MenakBERT — Hebrew DiacriticizerIdo Cohen, Jacob Gidron, Idan PintoAncient HebrewMetricX-24: The Google Submission to the WMT 2024 Metrics Shared TaskJuraj Juraska, Daniel Deutsch, Mara Finkelstein, et al.Proceedings of the Ninth Conference on Machine…Mevaker: Conclusion Extraction and Allocation Resources for the Hebrew LanguageVitaly Shalumov, Harel Haskey, Yuval SolazModern HebrewMGKM at StanceEval2024 Fine-Tuning Large Language Models for Arabic Stance DetectionMamoun Alghaslan, Khaled AlmutairyProceedings of the Second Arabic Natural…mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text RetrievalXin Zhang, Yanzhao Zhang, Dingkun Long, et al.Proceedings of the 2024 Conference on Empirical…MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse AttentionHuiqiang Jiang, Yucheng Li, Chengruidong Zhang, et al.arXiv:2407.02490MiniCheck: Efficient Fact-Checking of LLMs on Grounding DocumentsLiyan Tang, Philippe Laban, Greg DurrettProceedings of the 2024 Conference on Empirical…MiniCPM-V: A GPT-4V Level MLLM on Your PhoneYuan Yao, Tianyu Yu, Ao Zhang, et al.arXiv:2408.01800MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training StrategiesShengding Hu, Yuge Tu, Xu Han, et al.arXiv:2404.06395MLE-bench: Evaluating Machine Learning Agents on Machine Learning EngineeringJun Shern Chan, Neil Chowdhury, Oliver Jaffe, et al.arXiv:2410.07095MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding BenchmarkYubo Wang, Xueguang Ma, Ge Zhang, et al.arXiv:2406.01574Modeling linking between text and lexicon with OntoLex-Lemon: a case study of computational terminology for the Babylonian TalmudFlavia ScioletteAramaicMolmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language ModelsMatt Deitke, Christopher Clark, Sangho Lee, et al.arXiv:2409.17146Morphological and Syntactic Characteristics of Adjectives in Philippine English: A Corpus-Based DescriptionLuvee Hazel Aquino, Christine Jane AquinoEnglishMorphological Synthesizer for Ge'ez Language: Addressing Morphological Complexity and Resource LimitationsGebrearegawi Gebremariam Gidey, Hailay Kidu Teklehaymanot, Gebregewergs Mezgebe AtsbhaSemitic languagesMoshi: a speech-text foundation model for real-time dialogueAlexandre Defossez, Laurent Mazare, Manu Orsini, et al.arXiv:2410.00037MRL Parsing Without Tears: The Case of HebrewShaltiel Shmidman, Avi Shmidman, Moshe Koppel, et al.Ancient HebrewMsBERT: A New Model for the Reconstruction of Lacunae in Hebrew ManuscriptsAvi Shmidman, Ometz Shmidman, Hillel Gershuni, et al.Ancient HebrewMSCAW-coref: Multilingual, Singleton and Conjunction-Aware Word-Level Coreference ResolutionHoujun Liu, John Bauer, Karel D'Oosterlinck, et al.Proceedings of the Seventh Workshop on…MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn DialoguesGe Bai, Jie Liu, Xingyuan Bu, et al.Proceedings of the 62nd Annual Meeting of the…MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language ModelsWai-Chung Kwan, Xingshan Zeng, Yuxin Jiang, et al.Proceedings of the 2024 Conference on Empirical…Multi-Label Classification for Implicit Discourse Relation RecognitionWanqiu Long, N. Siddharth, Bonnie WebberFindings of the Association for Computational…Multi-modal Stance Detection: New Datasets and ModelBin Liang, Ang Li, Jingqian Zhao, et al.Findings of the Association for Computational…Multilingual coreference resolution as text generationNatalia SkachkovaProceedings of the Seventh Workshop on…Multilingual Coreference Resolution in Low-resource South Asian LanguagesRitwik Mishra, Pooja Desur, Rajiv Ratn Shah, et al.Proceedings of the 2024 Joint International…Multilingual E5 Text Embeddings: A Technical ReportLiang Wang, Nan Yang, Xiaolong Huang, et al.arXiv:2402.05672Multilingual Gradient Word-Order Typology from Universal DependenciesEmi Baylor, Esther Ploeger, Johannes BjervaProceedings of the 18th Conference of the…Multilingual Machine Translation with Large Language Models: Empirical Results and AnalysisWenhao Zhu, Hongyi Liu, Qingxiu Dong, et al.Findings of the Association for Computational…Multilingual Nonce Dependency Treebanks: Understanding how Language Models Represent and Process Syntactic StructureDavid Arps, Laura Kallmeyer, Younes Samih, et al.Proceedings of the 2024 Conference of the North…Multimodal Cross-Document Event Coreference Resolution Using Linear Semantic Transfer and Mixed-Modality EnsemblesAbhijnan Nath, Huma Jamil, Shafiuddin Rehan Ahmed, et al.Proceedings of the 2024 Joint International…MultiPICo: Multilingual Perspectivist Irony CorpusSilvia Casola, Simona Frenda, Soda Marem Lo, et al.Proceedings of the 62nd Annual Meeting of the…MultiPragEval: Multilingual Pragmatic Evaluation of Large Language ModelsDojun Park, Jiwoo Lee, Seohyun Park, et al.Proceedings of the 2nd GenBench Workshop on…MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query ResponseZihao Deng, Yinghao Ma, Yudong Liu, et al.Findings of the Association for Computational…Negative Preference Optimization: From Catastrophic Collapse to Effective UnlearningRuiqi Zhang, Licong Lin, Yu Bai, et al.arXiv:2404.05868No Context Needed: Contextual Quandary In Idiomatic Reasoning With Pre-Trained Language ModelsKellen Tan Cheng, Suma BhatProceedings of the 2024 Conference of the North…NoLoR: An ASR-Based Framework for Expedited Endangered Language Documentation with Neo-Aramaic as a Case StudyMatthew NazariAramaicNormalizing without Modernizing: Keeping Historical Wordforms of Middle French while Reducing Spelling VariantsRaphael Rubino, Johanna Gerlach, Jonathan Mutal, et al.Machine translationNoun phrases in early Germanic languagesKristin Bech, Pfaff AlexanderEnglishNV-Embed: Improved Techniques for Training LLMs as Generalist Embedding ModelsChankyu Lee, Rajarshi Roy, Mengyao Xu, et al.arXiv:2405.17428Okay, Let's Do This! Modeling Event Coreference with Generated Rationales and Knowledge DistillationAbhijnan Nath, Shadi Manafi Avari, Avyakta Chelle, et al.Proceedings of the 2024 Conference of the North…OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific ProblemsChaoqun He, Renjie Luo, Yuzhuo Bai, et al.Proceedings of the 62nd Annual Meeting of the…Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language ModelsBofei Gao, Feifan Song, Zhe Yang, et al.arXiv:2410.07985On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A SurveyLin Long, Rui Wang, Ruixuan Xiao, et al.Findings of the Association for Computational…On the Role of Morphological Information for Contextual LemmatizationOlia Toporkov, Rodrigo AgerriEnglishOpenAI o1 System CardOpenAI, Aaron Jaech, Adam Kalai, et al.arXiv:2412.16720OpenHands: An Open Platform for AI Software Developers as Generalist AgentsXingyao Wang, Boxuan Li, Yufan Song, et al.arXiv:2407.16741OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF FrameworkJian Hu, Xibin Wu, Wei Shen, et al.arXiv:2405.11143Orca-Math: Unlocking the potential of SLMs in Grade School MathArindam Mitra, Hamed Khanpour, Corby Rosset, et al.arXiv:2402.14830OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer EnvironmentsTianbao Xie, Danyang Zhang, Jixuan Chen, et al.arXiv:2404.07972OtoBERT: Identifying Suffixed Verbal Forms in Modern Hebrew LiteratureAvi Shmidman, Shaltiel ShmidmanModern HebrewOut-of-Domain Dependency Parsing for Dialects of Arabic: A Case StudyNoor Abo Mokh, Daniel Dakota, Sandra KüblerSemitic languagesParameter-Efficient Fine-Tuning for Large Models: A Comprehensive SurveyZeyu Han, Chao Gao, Jinyang Liu, et al.arXiv:2403.14608Phi-3 Technical Report: A Highly Capable Language Model Locally on Your PhoneMarah Abdin, Jyoti Aneja, Hany Awadalla, et al.arXiv:2404.14219Phi-4 Technical ReportMarah Abdin, Jyoti Aneja, Harkirat Behl, et al.arXiv:2412.08905Picking Up Where the Linguist Left Off: Mapping Morphology to Phonology through Learning the ResidualsSalam Khalifa, Abdelrahim Qaddoumi, Ellen Broselow, et al.Semitic languagesPotential of ASR for the study of L2 learner corporaSarra El Ayari, Zhongjie LiProceedings of the 13th Workshop on Natural…Pragmatic Competence Evaluation of Large Language Models for the Korean LanguageDojun Park, Jiwoo Lee, Hyeyun Jeong, et al.Proceedings of the 38th Pacific Asia Conference…Pragmatic inference of scalar implicature by LLMsYe-eun Cho, Seong mook KimProceedings of the 62nd Annual Meeting of the…Prayer and (Im)Politeness: Reading Psalm 7Ethan C. JonesAncient HebrewPregnant Questions: The Importance of Pragmatic Awareness in Maternal Health Question AnsweringNeha Srikanth, Rupak Sarkar, Heran Mane, et al.Proceedings of the 2024 Conference of the North…Proceedings of the Joint Workshop on Multiword Expressions and Universal Dependencies (MWE-UD) @ LREC-COLING 2024Research libraryProducing a Parallel Universal Dependencies Treebank of Ancient Hebrew and Ancient Greek via Cross-Lingual ProjectionDaniel G. Swanson, Bryce D. Bussert, Francis TyersAncient HebrewPrometheus 2: An Open Source Language Model Specialized in Evaluating Other Language ModelsSeungone Kim, Juyoung Suk, Shayne Longpre, et al.arXiv:2405.01535PUB: A Pragmatics Understanding Benchmark for Assessing LLMs' Pragmatics CapabilitiesSettaluri Sravanthi, Meet Doshi, Pavan Tankala, et al.EnglishPyramidKV: Dynamic KV Cache Compression based on Pyramidal Information FunnelingZefan Cai, Yichi Zhang, Bofei Gao, et al.arXiv:2406.02069pyrealb at the GEM'24 Data-to-text Task: Symbolic English Text Generation from RDF TriplesGuy LapalmeEnglishQuaRot: Outlier-Free 4-Bit Inference in Rotated LLMsSaleh Ashkboos, Amirkeivan Mohtashami, Maximilian L. Croci, et al.arXiv:2404.00456Quest: Query-Aware Sparsity for Efficient Long-Context LLM InferenceJiaming Tang, Yilong Zhao, Kan Zhu, et al.arXiv:2406.10774Quiet-STaR: Language models can teach themselves to think before speakingResearch libraryQuIP#: Even Better LLM Quantization with Hadamard Incoherence and Lattice CodebooksAlbert Tseng, Jerry Chee, Qingyao Sun, et al.arXiv:2402.04396Qwen2-Audio Technical ReportYunfei Chu, Jin Xu, Qian Yang, et al.arXiv:2407.10759Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any ResolutionPeng Wang, Shuai Bai, Sinan Tan, et al.arXiv:2409.12191Qwen2.5-Coder Technical ReportBinyuan Hui, Jian Yang, Zeyu Cui, et al.arXiv:2409.12186Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-ImprovementAn Yang, Beichen Zhang, Binyuan Hui, et al.arXiv:2409.12122RAPTOR: Recursive Abstractive Processing for Tree-Organized RetrievalParth Sarthi, Salman Abdullah, Aditi Tuli, et al.arXiv:2401.18059RedPajama: an Open Dataset for Training Large Language ModelsMaurice Weber, Daniel Fu, Quentin Anthony, et al.arXiv:2411.12372ReFT: Reasoning with Reinforced Fine-TuningLuong Trung, Xinbo Zhang, Zhanming Jie, et al.Proceedings of the 62nd Annual Meeting of the…Refusal in Language Models Is Mediated by a Single DirectionAndy Arditi, Oscar Obeso, Aaquib Syed, et al.arXiv:2406.11717Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse ModelsPat Verga, Sebastian Hofstatter, Sophia Althammer, et al.arXiv:2404.18796ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language ModelsJinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan, et al.arXiv:2404.07738ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree SearchDan Zhang, Sining Zhoubian, Ziniu Hu, et al.arXiv:2406.038161 2 3 4↑ back to topThis page in Markdown → https://md.research.elamur.ai/free/en/papers/2024/page/3/