Papers
LLMs Faithfully and Iteratively Compute Answers During CoT: A Systematic Analysis With Multi-step Arithmetics
Keito Kudo, Yoichi Aoki, Tatsuki Kuribayashi et al.
LLMs for Now, Fine-Tuning for Later: An Ensemble Approach to Data Drift in Domain-Specific Tasks
Yuxuan Lu, Bingsheng Yao, Shao Zhang et al.
LLMs Got Rhyme? Hybrid Phonological Filtering for Greek Poetry Rhyme Detection and Generation
Stergios Chatzikyriakidis, Anastasia Natsina
LLMs in Sarcasm Detection? It’s elementary! (Or is it?)
Priyanshu Mahato, Aniket Santosh Mishra, Kripabandhu Ghosh
LLMs Know More About Numbers than They Can Say
Fengting Yuchi, Li Du, Jason Eisner
LLM-SLM Collaborative Framework of Idiomatic Expression Generation
Hui Gao, Changhao Song, Peng Zhang et al.
LLMs Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs
Paolo Gajo, Domenic Rosati, Hassan Sajjad et al.
LLMs Unleashed: Generating Protocol Code from RFC Specifications
Junfeng Long, Jinshu Su, Biao Han
LLMSurgeon: Diagnosing Data Mixture of Large Language Models
Yaxin Luo, Jiacheng Cui, Xiaohan Zhao et al.
LLM Targeted Underperformance Disproportionately Impacts Vulnerable Users
Elinor Poole-Dayan, Deb Roy, Jad Kabbara
LLMTM: Benchmarking and Optimizing LLMs for Temporal Motif Analysis in Dynamic Graphs
Bing Hao, Minglai Shao, Zengyi Wo et al.
LLM-to-Speech: A Synthetic Data Pipeline for Training Dialectal Text-to-Speech Models
Ahmed Khamis, Hesham Ali Ahmed
LLM-VA: Resolving the Jailbreak-Overrefusal Trade-off via Vector Alignment
Haonan Zhang, Dongxia Wang, Yi Liu et al.
LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models
Minh Chu Xuan, Tien-Phat Nguyen, Linh Ngo Van et al.
LMGL-WD: LLM-Guided Multi-Task Graph Learning for Category-Level Warehouse Demand Prediction in E-Commerce
Wenjun Lyu, Fangyu Li, Yudong Zhang et al.
LM-Lexicon: Improving Definition Modeling via Harmonizing Semantic Experts
Yang Liu, Jiaye Yang, Weikang Li et al.
LocalBench: Benchmarking LLMs on County-Level Local Knowledge and Reasoning
Zihan Gao, Yifei Xu, Jacob Thebault-Spieker
Local Guidance for Configuration-Based Multi-Agent Pathfinding
Tomoki Arita, Keisuke Okumura
Localization-Anchored Instance Discrimination for Domain Adaptive Person Search
Linfeng Qi, Huibing Wang, Jinjia Peng et al.
Localized Low-Rank Adaptation within Clustered Parameter Subspaces
Jiahao Xiong, Yihe Liu, Xianming Hu et al.
Localized Near Surface Temperature Inversion Forecasting Using Long Short-Term Memory
Taylor Dinkins, Weng-Keen Wong, Basavaraj Amogi et al.
Locally Explaining Prediction Behavior via Gradual Interventions and Measuring Property Gradients
Niklas Penzel, Joachim Denzler
LoCar: Localization-Aware Evaluation of In-Vehicle Assistants through Fine-Grained Sociolinguistic Control
Seogyeong Jeong, Kiwoong Park, Seyoung Song et al.
Locate and Explain: Joint Multimodal Emotion Cause Extraction and Summarization in Conversation
Jikun Wan, Chen Gong, Guohong Fu
Location Not Found: Exposing Implicit Local and Global Biases in Multilingual LLMs
Guy Mor-Lan, Omer Goldman, Matan Eyal et al.