Papers
Large Language Models as Neurolinguistic Subjects: Discrepancy between Performance and Competence
Linyang He, Ercong Nie, Helmut Schmid et al.
Large Language Models for Education: Understanding the Needs of Stakeholders, Current Capabilities and the Path Forward
Sankalan Pal Chowdhury, Nico Daheim, Ekaterina Kochmar et al.
Large Language Models for Predictive Analysis: How Far Are They?
Qin Chen, Yuanyi Ren, Xiaojun Ma et al.
Large Language Models in Bioinformatics: A Survey
Zhenyu Wang, Zikang Wang, Jiyue Jiang et al.
Large Language Models Still Exhibit Bias in Long Text
Wonje Jeung, Dongjae Jeon, Ashkan Yousefpour et al.
Large Language Models Struggle to Describe the Haystack without Human Help: A Social Science-Inspired Evaluation of Topic Models
Zongxia Li, Lorena Calvo-Bartolomé, Alexander Hoyle et al.
Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition
Guangcheng Zhu, Ruixuan Xiao, Haobo Wang et al.
Large Vocabulary Size Improves Large Language Models
Sho Takase, Ryokan Ri, Shun Kiyono et al.
Last Minute at SemEval-2025 Task 5: RAG System for Subject Tagging
Zahra Sarlak, Ebrahim Ansari
LATE-GIL-nlp at Semeval-2025 Task 10: Exploring LLMs and transformers for Characterization and extraction of narratives from online news
Ivan Diaz, Fredin Vázquez, Christian Luna et al.
LATE-GIL-NLP at SemEval-2025 Task 11: Multi-Language Emotion Detection and Intensity Classification Using Transformer Models with Optimized Loss Functions for Imbalanced Data
Jesús V á z q u e z - O s o r i o, Helena Gómez - Adorno, Gerardo Sierra et al.
Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition
Jingwang Huang, Jiang Zhong, Qin Lei et al.
LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models
Hugo Pitorro, Marcos Vinicius Treviso
LawToken: a single token worth more than its constituents
Yu-Hsiang Tseng, Hsin-Yu Chou, Shu-Kai Hsieh
Lazarus NLP at SemEval-2025 Task 11: Fine-Tuning Large Language Models for Multi-Label Emotion Classification via Sentence-Label Pairing
Wilson Wongso, David Setiawan, Ananto Joyoadikusumo et al.
LazyReview: A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews
Sukannya Purkayastha, Zhuang Li, Anne Lauscher et al.
LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review
Cheng Yuan, Xinkai Rui, Yongqi Fan et al.
LCFO: Long Context and Long Form Output Dataset and Benchmarking
Marta R. Costa-jussà, Pierre Andrews, Mariano Coria Meglioli et al.
LCHAIM - Investigating Long Context Reasoning in Hebrew
Ehud Malul, Oriel Perets, Ziv Mor et al.
L-CiteEval: A Suite for Evaluating Fidelity of Long-context Models
Zecheng Tang, Keyan Zhou, Juntao Li et al.
LCTeam at SemEval-2025 Task 3: Multilingual Detection of Hallucinations and Overgeneration Mistakes Using XLM-RoBERTa
Araya Hailemariam, Jose Maldonado Rodriguez, Ezgi Başar et al.
LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations
Yile Wang, Zhanyu Shen, Hui Huang
LEANCODE: Understanding Models Better for Code Simplification of Pre-trained Large Language Models
Yan Wang, Ling Ding, Tien N Nguyen et al.
LEAP & LEAN: Look-ahead Planning and Agile Navigation for LLM Agents
Nikhil Verma, Manasa Bharadwaj