Papers
Knowledge-Centric Templatic Views of Documents
Isabel Cachola, Silviu Cucerzan, Allen Herring et al.
Knowledge Conflicts for LLMs: A Survey
Rongwu Xu, Zehan Qi, Zhijiang Guo et al.
Knowledge Editing in Language Models via Adapted Direct Preference Optimization
Amit Rozner, Barak Battash, Lior Wolf et al.
Knowledge Graph Enhanced Large Language Model Editing
Mengqi Zhang, Xiaotian Ye, Qiang Liu et al.
Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis
Xinyu Feng, Yuming Lin, Lihua He et al.
Knowledge Mechanisms in Large Language Models: A Survey and Perspective
Mengru Wang, Yunzhi Yao, Ziwen Xu et al.
Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature
Uri Katz, Mosh Levy, Yoav Goldberg
Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization
Aseem Srivastava, Smriti Joshi, Tanmoy Chakraborty et al.
KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server
WenHao Wang, Xiaoyu Liang, Rui Ye et al.
Knowledge Verification to Nip Hallucination in the Bud
Fanqi Wan, Xinting Huang, Leyang Cui et al.
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models
Yougang Lyu, Lingyong Yan, Shuaiqiang Wang et al.
KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches
Jiayi Yuan, Hongyi Liu, Shaochen Zhong et al.
L3Masking: Multi-task Fine-tuning for Language Models by Leveraging Lessons Learned from Vanilla Models
Yusuke Kimura, Takahiro Komamizu, Kenji Hatano
Label Confidence Weighted Learning for Target-level Sentence Simplification
Xin Ying Qiu, Jingshen Zhang
LaCo: Large Language Model Pruning via Layer Collapse
Yifei Yang, Zouying Cao, Hai Zhao
Ladder: A Model-Agnostic Framework Boosting LLM-based Machine Translation to the Next Level
Zhaopeng Feng, Ruizhe Chen, Yan Zhang et al.
LAMBDA: Large Language Model-Based Data Augmentation for Multi-Modal Machine Translation
Yusong Wang, Dongyuan Li, Jialun Shen et al.
LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation
Seyedarmin Azizi, Souvik Kundu, Massoud Pedram
Language Agents: Foundations, Prospects, and Risks
Yu Su, Diyi Yang, Shunyu Yao et al.
Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization
Alexandra Chronopoulou, Jonas Pfeiffer, Joshua Maynez et al.
Language Bias in Multilingual Information Retrieval: The Nature of the Beast and Mitigation Methods
Jinrui Yang, Fan Jiang, Timothy Baldwin
Language Concept Erasure for Language-invariant Dense Retrieval
Zhiqi Huang, Puxuan Yu, Shauli Ravfogel et al.
Language is Scary when Over-Analyzed: Unpacking Implied Misogynistic Reasoning with Argumentation Theory-Driven Prompts
Arianna Muti, Federico Ruggeri, Khalid Al Khatib et al.
Language models and brains align due to more than next-word prediction and word-level information
Gabriele Merlin, Mariya Toneva