Papers
6,952 papers found
Local Prompt Optimization
Yash Jain, Vishal Chowdhary
LOFT: Scalable and More Realistic Long-Context Evaluation
Jinhyuk Lee, Anthony Chen, Zhuyun Dai et al.
Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models
Tongxuan Liu, Wenjiang Xu, Weizhe Huang et al.
Logit Separability-Driven Samples and Multiple Class-Related Words Selection for Advancing In-Context Learning
Zixiao Zhu, Zijian Feng, Hanzhang Zhou et al.
LogRules: Enhancing Log Analysis Capability of Large Language Models through Rules
Xin Huang, Ting Zhang, Wen Zhao
LongLeader: A Comprehensive Leaderboard for Large Language Models in Long-context Scenarios
Pei Chen, Hongye Jin, Cheng-Che Lee et al.
Long-Tail Crisis in Nearest Neighbor Language Models
Yuto Nishida, Makoto Morishita, Hiroyuki Deguchi et al.
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding
Sukmin Cho, Sangjin Choi, Taeho Hwang et al.
Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models
Lovish Madaan, David Esiobu, Pontus Stenetorp et al.
Lost in Overlap: Exploring Logit-based Watermark Collision in LLMs
Yiyang Luo, Ke Lin, Chao Gu et al.
Lost in the Distance: Large Language Models Struggle to Capture Long-Distance Relational Knowledge
Meiyun Wang, Takeshi Kojima, Yusuke Iwasawa et al.
Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair
Maksim Borisov, Zhanibek Kozhirbayev, Valentin Malykh
Low-resource Machine Translation: what for? who for? An observational study on a dedicated Tetun language translation service
Raphael Merx, Adérito José Guterres Correia, Hanna Suominen et al.
Low-Resource Transliteration for Roman-Urdu and Urdu Using Transformer-Based Models
Umer Butt, Stalin Varanasi, Günter Neumann
LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices
Jung Hyun Lee, Jeonghoon Kim, June Yong Yang et al.
LSDC: An Efficient and Effective Large-Scale Data Compression Method for Supervised Fine-tuning of Large Language Models
Zhaoguang Long, Yuhao Zhou, Shangqing Zhao et al.
LTRC-IIITH at PerAnsSumm 2025: SpanSense - Perspective-specific span identification and Summarization
Sushvin Marimuthu, Parameswari Krishnamurthy
LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression
Souvik Kundu, Anahita Bhiwandiwalla, Sungduk Yu et al.
LVPruning: An Effective yet Simple Language-Guided Vision Token Pruning Approach for Multi-modal Large Language Models
Yizheng Sun, Yanze Xin, Hao Li et al.
M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models
Rishabh Maheshwary, Vikas Yadav, Hoang H Nguyen et al.
Machine Translation Metrics for Indigenous Languages Using Fine-tuned Semantic Embeddings
Nathaniel Krasner, Justin Vasselli, Belu Ticona et al.
Machine Translation Using Grammar Materials for LLM Post-Correction
Jonathan Hus, Antonios Anastasopoulos, Nathaniel Krasner
MADial-Bench: Towards Real-world Evaluation of Memory-Augmented Dialogue Generation
Junqing He, Liang Zhu, Rui Wang et al.
MAD Speech: Measures of Acoustic Diversity of Speech
Matthieu Futeral, Andrea Agostinelli, Marco Tagliasacchi et al.