--- title: "Other — papers, page 27" description: "Other: 754 papers of the Elamur Research library · page 27 of 31 — our summary of each, its ideas, references and who cites it." canonical: "https://research.elamur.ai/free/en/shelves/other/page/27/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/shelves/other/page/27/) [home](https://md.research.elamur.ai/free/en/) / [shelves](https://md.research.elamur.ai/free/en/shelves/) / [Other](https://md.research.elamur.ai/free/en/shelves/other/) / page 27 # 📦 Other 754 papers · page 27 of 31 · the most cited first · [all shelves](https://md.research.elamur.ai/free/en/shelves/) Works whose topics fit none of the fields above yet. [← prev](https://md.research.elamur.ai/free/en/shelves/other/page/26/) [1](https://md.research.elamur.ai/free/en/shelves/other/) … [26](https://md.research.elamur.ai/free/en/shelves/other/page/26/) **27** [28](https://md.research.elamur.ai/free/en/shelves/other/page/28/) … [31](https://md.research.elamur.ai/free/en/shelves/other/page/31/) [next →](https://md.research.elamur.ai/free/en/shelves/other/page/28/) - [OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents](https://md.research.elamur.ai/free/en/papers/lauren-2023-ccon-obelics-open-web-scale-filtered/) — Hugo Laurençon, Lucile Saulnier, Leo Tronchon, et al. · 2023 · 183 citations - [Preference Ranking Optimization for Human Alignment](https://md.research.elamur.ai/free/en/papers/song-2023-preference-ranking-optimization-human-alignment/) — Feifan Song, Bowen Yu, Minghao Li, et al. · 2023 · 183 citations - [Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models](https://md.research.elamur.ai/free/en/papers/tirumala-2022-memorization-overfitting-analyzing-training-dynamics/) — Kushal Tirumala, Aram H. Markosyan, Luke Zettlemoyer, et al. · 2022 · 183 citations - [Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier](https://md.research.elamur.ai/free/en/papers/dang-2024-aya-expanse-combining-research-breakthroughs/) — John Dang, Shivalika Singh, Daniel D'souza, et al. · 2024 · 180 citations - [Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning](https://md.research.elamur.ai/free/en/papers/liu-2023-mitigating-hallucination-large-multi-modal/) — Fuxiao Liu, Kevin Lin, Linjie Li, et al. · 2023 · 180 citations - [CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages](https://md.research.elamur.ai/free/en/papers/nguyen-2023-culturax-cleaned-enormous-multilingual-dataset/) — Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, et al. · 2023 · 179 citations - [Charformer: Fast Character Transformers via Gradient-based Subword Tokenization](https://md.research.elamur.ai/free/en/papers/tay-2021-charformer-fast-character-transformers-gradient/) — Yi Tay, Vinh Q. Tran, Sebastian Ruder, et al. · 2021 · 179 citations - [Representation Degeneration Problem in Training Natural Language Generation Models](https://md.research.elamur.ai/free/en/papers/gao-2019-representation-degeneration-problem-training-natural/) — Jun Gao, Di He, Xu Tan, et al. · 2019 · 179 citations - [The False Promise of Imitating Proprietary LLMs](https://md.research.elamur.ai/free/en/papers/gudibande-2023-false-promise-imitating-proprietary-llms/) — Arnav Gudibande, Eric Wallace, Charlie Snell, et al. · 2023 · 178 citations - [Effective Long-Context Scaling of Foundation Models](https://md.research.elamur.ai/free/en/papers/xiong-2023-effective-long-context-scaling-foundation/) — Wenhan Xiong, Jingyu Liu, Igor Molybog, et al. · 2023 · 177 citations - [Evaluating Large Language Models: A Comprehensive Survey](https://md.research.elamur.ai/free/en/papers/guo-2023-evaluating-large-language-models-comprehensive/) — Zishan Guo, Renren Jin, Chuang Liu, et al. · 2023 · 177 citations - [RealTime QA: What's the Answer Right Now?](https://md.research.elamur.ai/free/en/papers/kasai-2022-realtime-qa-s-answer-right/) — Jungo Kasai, Keisuke Sakaguchi, Yoichi Takahashi, et al. · 2022 · 176 citations - [What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning](https://md.research.elamur.ai/free/en/papers/liu-2023-makes-good-data-alignment-comprehensive/) — Wei Liu, Weihao Zeng, Keqing He, et al. · 2023 · 174 citations - [Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs](https://md.research.elamur.ai/free/en/papers/tong-2024-cambrian-1-fully-open-vision/) — Shengbang Tong, Ellis Brown, Penghao Wu, et al. · 2024 · 173 citations - [A-MEM: Agentic Memory for LLM Agents](https://md.research.elamur.ai/free/en/papers/xu-2025-mem-agentic-memory-llm-agents/) — Wujiang Xu, Zujie Liang, Kai Mei, et al. · 2025 · 171 citations - [Aya 23: Open Weight Releases to Further Multilingual Progress](https://md.research.elamur.ai/free/en/papers/aryabumi-2024-aya-23-open-weight-releases/) — Viraat Aryabumi, John Dang, Dwarak Talupuru, et al. · 2024 · 171 citations - [OpenChat: Advancing Open-source Language Models with Mixed-Quality Data](https://md.research.elamur.ai/free/en/papers/wang-2023-openchat-advancing-open-source-language/) — Guan Wang, Sijie Cheng, Xianyuan Zhan, et al. · 2023 · 171 citations - [LESS: Selecting Influential Data for Targeted Instruction Tuning](https://md.research.elamur.ai/free/en/papers/xia-2024-less-selecting-influential-data-targeted/) — Mengzhou Xia, Sadhika Malladi, Suchin Gururangan, et al. · 2024 · 170 citations - [AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning](https://md.research.elamur.ai/free/en/papers/zhang-2023-adalora-adaptive-budget-allocation-parameter/) — Qingru Zhang, Minshuo Chen, Alexander Bukharin, et al. · 2023 · 170 citations - [Learning to Compress Prompts with Gist Tokens](https://md.research.elamur.ai/free/en/papers/mu-2023-learning-compress-prompts-gist-tokens/) — Jesse Mu, Xiang Lisa Li, Noah Goodman · 2023 · 170 citations - [Generating Sequences by Learning to Self-Correct](https://md.research.elamur.ai/free/en/papers/welleck-2022-generating-sequences-learning-self-correct/) — Sean Welleck, Ximing Lu, Peter West, et al. · 2022 · 170 citations - [AudioPaLM: A Large Language Model That Can Speak and Listen](https://md.research.elamur.ai/free/en/papers/rubenstein-2023-audiopalm-large-language-model-that/) — Paul K. Rubenstein, Chulayuth Asawaroengchai, Duc Dung Nguyen, et al. · 2023 · 169 citations - [Aligning Large Multimodal Models with Factually Augmented RLHF](https://md.research.elamur.ai/free/en/papers/sun-2023-aligning-large-multimodal-models-factually/) — Zhiqing Sun, Sheng Shen, Shengcao Cao, et al. · 2023 · 168 citations - [Low-Resource Languages Jailbreak GPT-4](https://md.research.elamur.ai/free/en/papers/yong-2023-low-resource-languages-jailbreak-gpt/) — Zheng-Xin Yong, Cristina Menghini, Stephen H. Bach · 2023 · 168 citations - [ShortGPT: Layers in Large Language Models are More Redundant Than You Expect](https://md.research.elamur.ai/free/en/papers/men-2024-shortgpt-layers-large-language-models/) — Xin Men, Mingyu Xu, Qingyu Zhang, et al. · 2024 · 167 citations [← prev](https://md.research.elamur.ai/free/en/shelves/other/page/26/) [1](https://md.research.elamur.ai/free/en/shelves/other/) … [26](https://md.research.elamur.ai/free/en/shelves/other/page/26/) **27** [28](https://md.research.elamur.ai/free/en/shelves/other/page/28/) … [31](https://md.research.elamur.ai/free/en/shelves/other/page/31/) [next →](https://md.research.elamur.ai/free/en/shelves/other/page/28/)