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Papers of 2024 — page 2

276 papers · all years

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Hallucination-Free? Assessing the Reliability of Leading AI Legal Research ToolsVarun Magesh, Faiz Surani, Matthew Dahl, et al.arXiv:2405.20362 HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust RefusalMantas Mazeika, Long Phan, Xuwang Yin, et al.arXiv:2402.04249 HebDB: a Weakly Supervised Dataset for Hebrew Speech ProcessingArnon Turetzky, Or Tal, Yael Segal-Feldman, et al.Modern Hebrew HeSum: a Novel Dataset for Abstractive Text Summarization in HebrewTzuf Paz-Argaman, Itai Mondshine, Asaf Achi Mordechai, et al.Modern Hebrew HeSum: a Novel Dataset for Abstractive Text Summarization in HebrewItai Mondshine, Tzuf Paz-Argaman, Asaf Achi Mordechai, et al.Modern Hebrew HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language ModelsBernal Jimenez Gutierrez, Yiheng Shu, Yu Gu, et al.arXiv:2405.14831 How BERT Speaks Shakespearean English? Evaluating Historical Bias in Contextual Language ModelsMiriam Cuscito, Alfio Ferrara, Martin RuskovMachine translation How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source SuitesZhe Chen, Weiyun Wang, Hao Tian, et al.arXiv:2404.16821 Human Temporal Inferences Go Beyond Aspectual ClassKatarzyna Pruś, Mark Steedman, Adam LopezEnglish HunyuanVideo: A Systematic Framework For Large Video Generative ModelsWeijie Kong, Qi Tian, Zijian Zhang, et al.arXiv:2412.03603 HybridFlow: A Flexible and Efficient RLHF FrameworkGuangming Sheng, Chi Zhang, Zilingfeng Ye, et al.arXiv:2409.19256 Improve Mathematical Reasoning in Language Models by Automated Process SupervisionLiangchen Luo, Yinxiao Liu, Rosanne Liu, et al.arXiv:2406.06592 Improving Text Embeddings with Large Language ModelsLiang Wang, Nan Yang, Xiaolong Huang, et al.Proceedings of the 62nd Annual Meeting of the…Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language ModelsYangzhen Wu, Zhiqing Sun, Shanda Li, et al.arXiv:2408.00724 InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context MemoryChaojun Xiao, Pengle Zhang, Xu Han, et al.arXiv:2402.04617 InFoBench: Evaluating Instruction Following Ability in Large Language ModelsYiwei Qin, Kaiqiang Song, Yebowen Hu, et al.Findings of the Association for Computational…InternLM2 Technical ReportZheng Cai, Maosong Cao, Haojiong Chen, et al.arXiv:2403.17297 Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-ExpertsHaoxiang Wang, Wei Xiong, Tengyang Xie, et al.Findings of the Association for Computational…Investigating Cultural Alignment of Large Language ModelsBadr AlKhamissi, Muhammad ElNokrashy, Mai Alkhamissi, et al.Proceedings of the 62nd Annual Meeting of the…Investigating Data Contamination in Modern Benchmarks for Large Language ModelsChunyuan Deng, Yilun Zhao, Xiangru Tang, et al.Proceedings of the 2024 Conference of the North…IsraParlTweet: The Israeli Parliamentary and Twitter ResourceGuy Mor-Lan, Effi Levi, Tamir Sheafer, et al.Modern Hebrew Iterative Reasoning Preference OptimizationRichard Yuanzhe Pang, Weizhe Yuan, Kyunghyun Cho, et al.arXiv:2404.19733 JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language ModelsPatrick Chao, Edoardo Debenedetti, Alexander Robey, et al.arXiv:2404.01318 Justice or Prejudice? Quantifying Biases in LLM-as-a-JudgeJiayi Ye, Yanbo Wang, Yue Huang, et al.arXiv:2410.02736 KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV CacheZirui Liu, Jiayi Yuan, Hongye Jin, et al.arXiv:2402.02750 Knesset-DictaBERT: A Hebrew Language Model for Parliamentary ProceedingsGili Goldin, Shuly Wintner Department of Computer Science, University of Haifa, et al.Modern Hebrew KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache QuantizationColeman Hooper, Sehoon Kim, Hiva Mohammadzadeh, et al.arXiv:2401.18079 LaMP: When Large Language Models Meet PersonalizationAlireza Salemi, Sheshera Mysore, Michael Bendersky, et al.Proceedings of the 62nd Annual Meeting of the…Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language ModelsTianyi Tang, Wenyang Luo, Haoyang Huang, et al.Proceedings of the 62nd Annual Meeting of the…LAraBench: Benchmarking Arabic AI with Large Language ModelsAhmed Abdelali, Hamdy Mubarak, Shammur Absar Chowdhury, et al.Proceedings of the 18th Conference of the…Large Language Model based Multi-Agents: A Survey of Progress and ChallengesTaicheng Guo, Xiuying Chen, Yaqi Wang, et al.arXiv:2402.01680 Large Language Models and Biblical Hebrew: Limitations, pitfalls, opportunitiesCamil StapsAncient Hebrew Large Language Models are Effective Text Rankers with Pairwise Ranking PromptingZhen Qin, Rolf Jagerman, Kai Hui, et al.Findings of the Association for Computational…Large Language Models for Mathematical Reasoning: Progresses and ChallengesJanice Ahn, Rishu Verma, Renze Lou, et al.Proceedings of the 18th Conference of the…Large Language Models: A SurveyShervin Minaee, Tomas Mikolov, Narjes Nikzad, et al.arXiv:2402.06196 Large Language Monkeys: Scaling Inference Compute with Repeated SamplingBradley Brown, Jordan Juravsky, Ryan Ehrlich, et al.arXiv:2407.21787 Large Legal Fictions: Profiling Legal Hallucinations in Large Language ModelsMatthew Dahl, Varun Magesh, Mirac Suzgun, et al.arXiv:2401.01301 · Journal of Legal Analysis…LayerSkip: Enabling Early Exit Inference and Self-Speculative DecodingMostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, et al.arXiv:2404.16710 Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMsSimone Balloccu, Patrícia Schmidtová, Mateusz Lango, et al.Proceedings of the 18th Conference of the…LESS: Selecting Influential Data for Targeted Instruction TuningMengzhou Xia, Sadhika Malladi, Suchin Gururangan, et al.arXiv:2402.04333 LightRAG: Simple and Fast Retrieval-Augmented GenerationZirui Guo, Lianghao Xia, Yanhua Yu, et al.arXiv:2410.05779 LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for CodeNaman Jain, King Han, Alex Gu, et al.arXiv:2403.07974 LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language ModelsYaowei Zheng, Richong Zhang, Junhao Zhang, et al.arXiv:2403.13372 LLaVA-OneVision: Easy Visual Task TransferBo Li, Yuanhan Zhang, Dong Guo, et al.arXiv:2408.03326 LLM-Assisted Rule Based Machine Translation for Low/No-Resource LanguagesJared Coleman, Bhaskar Krishnamachari, Ruben Rosales, et al.Machine translation LLM-QAT: Data-Free Quantization Aware Training for Large Language ModelsZechun Liu, Barlas Oguz, Changsheng Zhao, et al.Findings of the Association for Computational…LLM2Vec: Large Language Models Are Secretly Powerful Text EncodersParishad BehnamGhader, Vaibhav Adlakha, Marius Mosbach, et al.arXiv:2404.05961 LLMLingua-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:2406.18403 LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation MethodsHaitao Li, Qian Dong, Junjie Chen, et al.arXiv:2412.05579 Long-context LLMs Struggle with Long In-context LearningTianle Li, Ge Zhang, Quy Duc Do, et al.arXiv:2404.02060 Long-form factuality in large language modelsJerry Wei, Chengrun Yang, Xinying Song, et al.arXiv:2403.18802 LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context MultitasksYushi Bai, Shangqing Tu, Jiajie Zhang, et al.arXiv:2412.15204 LongRoPE: Extending LLM Context Window Beyond 2 Million TokensYiran Ding, Li Lyna Zhang, Chengruidong Zhang, et al.arXiv:2402.13753 Lost in Translationese? Reducing Translation Effect Using Abstract Meaning RepresentationShira Wein, Nathan SchneiderMachine translation M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge DistillationJianlv Chen, Shitao Xiao, Peitian Zhang, et al.arXiv:2402.03216 Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with NothingZhangchen Xu, Fengqing Jiang, Luyao Niu, et al.arXiv:2406.08464 MAmmoTH2: Scaling Instructions from the WebXiang Yue, Tuney Zheng, Ge Zhang, et al.arXiv:2405.03548 Many-Shot In-Context LearningRishabh Agarwal, Avi Singh, Lei M. Zhang, et al.arXiv:2404.11018 Math-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:2403.14624 Measuring Multimodal Mathematical Reasoning with MATH-Vision DatasetKe Wang, Junting Pan, Weikang Shi, et al.arXiv:2402.14804 Measuring short-form factuality in large language modelsJason Wei, Nguyen Karina, Hyung Won Chung, et al.arXiv:2411.04368 Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding HeadsTianle Cai, Yuhong Li, Zhengyang Geng, et al.arXiv:2401.10774 MenakBERT — Hebrew DiacriticizerIdo Cohen, Jacob Gidron, Idan PintoAncient Hebrew MetricX-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 Hebrew 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:2407.02490 MiniCheck: 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:2408.01800 MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training StrategiesShengding Hu, Yuge Tu, Xu Han, et al.arXiv:2404.06395 MLE-bench: Evaluating Machine Learning Agents on Machine Learning EngineeringJun Shern Chan, Neil Chowdhury, Oliver Jaffe, et al.arXiv:2410.07095 MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding BenchmarkYubo Wang, Xueguang Ma, Ge Zhang, et al.arXiv:2406.01574 Modeling linking between text and lexicon with OntoLex-Lemon: a case study of computational terminology for the Babylonian TalmudFlavia ScioletteAramaic Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language ModelsMatt Deitke, Christopher Clark, Sangho Lee, et al.arXiv:2409.17146 Morphological and Syntactic Characteristics of Adjectives in Philippine English: A Corpus-Based DescriptionLuvee Hazel Aquino, Christine Jane AquinoEnglish Morphological Synthesizer for Ge'ez Language: Addressing Morphological Complexity and Resource LimitationsGebrearegawi Gebremariam Gidey, Hailay Kidu Teklehaymanot, Gebregewergs Mezgebe AtsbhaSemitic languages Moshi: a speech-text foundation model for real-time dialogueAlexandre Defossez, Laurent Mazare, Manu Orsini, et al.arXiv:2410.00037 MRL Parsing Without Tears: The Case of HebrewShaltiel Shmidman, Avi Shmidman, Moshe Koppel, et al.Ancient Hebrew MsBERT: A New Model for the Reconstruction of Lacunae in Hebrew ManuscriptsAvi Shmidman, Ometz Shmidman, Hillel Gershuni, et al.Ancient Hebrew 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…Multilingual E5 Text Embeddings: A Technical ReportLiang Wang, Nan Yang, Xiaolong Huang, et al.arXiv:2402.05672 Multilingual Machine Translation with Large Language Models: Empirical Results and AnalysisWenhao Zhu, Hongyi Liu, Qingxiu Dong, 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:2404.05868 NoLoR: An ASR-Based Framework for Expedited Endangered Language Documentation with Neo-Aramaic as a Case StudyMatthew NazariAramaic Normalizing without Modernizing: Keeping Historical Wordforms of Middle French while Reducing Spelling VariantsRaphael Rubino, Johanna Gerlach, Jonathan Mutal, et al.Machine translation Noun phrases in early Germanic languagesKristin Bech, Pfaff AlexanderEnglish NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding ModelsChankyu Lee, Rajarshi Roy, Mengyao Xu, et al.arXiv:2405.17428 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:2410.07985 On 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 AgerriEnglish OpenAI o1 System CardOpenAI, Aaron Jaech, Adam Kalai, et al.arXiv:2412.16720 OpenHands: An Open Platform for AI Software Developers as Generalist AgentsXingyao Wang, Boxuan Li, Yufan Song, et al.arXiv:2407.16741 OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF FrameworkJian Hu, Xibin Wu, Wei Shen, et al.arXiv:2405.11143 Orca-Math: Unlocking the potential of SLMs in Grade School MathArindam Mitra, Hamed Khanpour, Corby Rosset, et al.arXiv:2402.14830 OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer EnvironmentsTianbao Xie, Danyang Zhang, Jixuan Chen, et al.arXiv:2404.07972 OtoBERT: Identifying Suffixed Verbal Forms in Modern Hebrew LiteratureAvi Shmidman, Shaltiel ShmidmanModern Hebrew

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