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Publication search results
found 545 matches
- 2024
- Yang Tan, Mingchen Li, Bingxin Zhou, Bozitao Zhong, Lirong Zheng, Pan Tan, Ziyi Zhou, Huiqun Yu, Guisheng Fan, Liang Hong:
Simple, Efficient, and Scalable Structure-Aware Adapter Boosts Protein Language Models. J. Chem. Inf. Model. 64(16): 6338-6349 (2024) - Gabriel Reuben Smith, Carolina Bello, Lalasia Bialic-Murphy, Emily Clark, Camille S. Delavaux, Camille Fournier de Lauriere, Johan van den Hoogen, Thomas Lauber, Haozhi Ma, Daniel S. Maynard, Matthew Mirman, Lidong Mo, Dominic Rebindaine, Josephine Elena Reek, Leland K. Werden, Zhaofei Wu, Gayoung Yang, Qingzhou Zhao, Constantin M. Zohner, Thomas Ward Crowther:
Ten simple rules for using large language models in science, version 1.0. PLoS Comput. Biol. 20(1) (2024) - Adam Ibrahim, Benjamin Thérien, Kshitij Gupta, Mats L. Richter, Quentin Gregory Anthony, Eugene Belilovsky, Timothée Lesort, Irina Rish:
Simple and Scalable Strategies to Continually Pre-train Large Language Models. Trans. Mach. Learn. Res. 2024 (2024) - Shih-Cheng Huang, Pin-Zu Li, Yu-Chi Hsu, Kuang-Ming Chen, Yu-Tung Lin, Shih-Kai Hsiao, Richard Tzong-Han Tsai, Hung-yi Lee:
Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages. ACL (1) 2024: 10943-10959 - Haochen Li, Xin Zhou, Zhiqi Shen:
Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search. ACL (1) 2024: 1371-1389 - Michele Mastromattei, Fabio Massimo Zanzotto:
Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models. ACL (Findings) 2024: 11361-11374 - Yidan Zhang, Mingfeng Xue, Dayiheng Liu, Zhenan He:
Rationales for Answers to Simple Math Word Problems Confuse Large Language Models. ACL (Findings) 2024: 8853-8869 - Thomas Neumann, Viktor Leis:
A Critique of Modern SQL and a Proposal Towards a Simple and Expressive Query Language. CIDR 2024 - Nicholas Largey, Reihaneh Maarefdoust, Shea Durgin, Behrooz Mansouri:
AIIR Lab Systems for CLEF 2024 SimpleText: Large Language Models for Text Simplification. CLEF (Working Notes) 2024: 3261-3273 - Yanan Zhang, Chaofan Wu, Rongkun Shi, Yiying Zhang:
A Simple Method to Improve the Performance of Small Pre-trained Language Models on Few-shot Tasks. CSCWD 2024: 1572-1577 - David Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen, Nikita Vassilyev, Jesujoba O. Alabi, Yanke Mao, Haonan Gao, En-Shiun Annie Lee:
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects. EACL (1) 2024: 226-245 - Shuai Ju, Chenxu Wang:
Beyond Simple Text Style Transfer: Unveiling Compound Text Style Transfer with Prompt-Based Pre-Trained Language Models. ICASSP 2024: 6850-6854 - Bowen Zhang, Kehua Chang, Chunping Li:
Simple Techniques for Enhancing Sentence Embeddings in Generative Language Models. ICIC (LNAI 3) 2024: 52-64 - Mingjie Sun, Zhuang Liu, Anna Bair, J. Zico Kolter:
A Simple and Effective Pruning Approach for Large Language Models. ICLR 2024 - Simran Arora, Sabri Eyuboglu, Michael Zhang, Aman Timalsina, Silas Alberti, James Zou, Atri Rudra, Christopher Ré:
Simple linear attention language models balance the recall-throughput tradeoff. ICML 2024 - Ziniu Li, Tian Xu, Yushun Zhang, Zhihang Lin, Yang Yu, Ruoyu Sun, Zhi-Quan Luo:
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models. ICML 2024 - Yongshuo Zong, Tingyang Yu, Ruchika Chavhan, Bingchen Zhao, Timothy M. Hospedales:
Fool Your (Vision and) Language Model with Embarrassingly Simple Permutations. ICML 2024 - Hayat Sultan Mohammed, Mario A. Nascimento, Denilson Barbosa:
Effective Trajectory Imputation using Simple Probabilistic Language Models. MDM 2024: 51-60 - Sanghoon Kim, Dahyun Kim, Chanjun Park, Wonsung Lee, Wonho Song, Yunsu Kim, Hyeonwoo Kim, Yungi Kim, Hyeonju Lee, Jihoo Kim, Changbae Ahn, Seonghoon Yang, Sukyung Lee, Hyunbyung Park, Gyoungjin Gim, Mikyoung Cha, Hwalsuk Lee, Sunghun Kim:
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling. NAACL (Industry Track) 2024: 23-35 - Jack Merullo, Carsten Eickhoff, Ellie Pavlick:
Language Models Implement Simple Word2Vec-style Vector Arithmetic. NAACL-HLT 2024: 5030-5047 - Nai-Chi Yang, Wei-Yun Ma, Pu-Jen Cheng:
Plug-in Language Model: Controlling Text Generation with a Simple Regression Model. NAACL-HLT (Findings) 2024: 2165-2181 - Xinpei Zhao, Jingyuan Sun, Shaonan Wang, Jing Ye, Xiaohan Zhang, Chengqing Zong:
MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities. NAACL-HLT 2024: 3822-3832 - Costas Mavromatis, Petros Karypis, George Karypis:
SemPool: Simple, Robust, and Interpretable KG Pooling for Enhancing Language Models. PKDD (4) 2024: 154-166 - Stephany Ortuno-Chanelo, Luis Contreras, Jesús Savage, Hiroyuki Okada:
Keep it Simple: Understanding Natural Language Commands for General-Purpose Service Robots. SII 2024: 1320-1325 - Hyobin Ong, Youngwoo Yoon, Jaewoo Choi, Minsu Jang:
A Simple Baseline for Uncertainty-Aware Language-Oriented Task Planner for Embodied Agents. UR 2024: 677-682 - Haochen Li, Xin Zhou, Zhiqi Shen:
Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search. CoRR abs/2401.04514 (2024) - Ronglai Zuo, Fangyun Wei, Zenggui Chen, Brian Mak, Jiaolong Yang, Xin Tong:
A Simple Baseline for Spoken Language to Sign Language Translation with 3D Avatars. CoRR abs/2401.04730 (2024) - Jimin Hong, Gibbeum Lee, Jaewoong Cho:
A Simple Framework to Accelerate Multilingual Language Model for Monolingual Text Generation. CoRR abs/2401.10660 (2024) - Zongbo Han, Zechen Bai, Haiyang Mei, Qianli Xu, Changqing Zhang, Mike Zheng Shou:
Skip \n: A Simple Method to Reduce Hallucination in Large Vision-Language Models. CoRR abs/2402.01345 (2024) - Costas Mavromatis, Petros Karypis, George Karypis:
SemPool: Simple, robust, and interpretable KG pooling for enhancing language models. CoRR abs/2402.02289 (2024)
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