Natural Language Processing

LaTeXMT: Machine Translation for LaTeX Documents EMNLP 2025 LATTE: Improving Latex Recognition for Tables and Formulae with Iterative Refinement AAAI 2025 Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning IJCAI 2025 LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain NAACL 2025 LAW: Legal Agentic Workflows for Custody and Fund Services Contracts COLING 2025 Lawma: The Power of Specialization for Legal Annotation ICLR 2025 Law of the Weakest Link: Cross Capabilities of Large Language Models ICLR 2025 LawToken: a single token worth more than its constituents CoNLL 2025 LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy NAACL 2025 Layer by Layer: Uncovering Hidden Representations in Language Models ICML 2025 Layer Duplication in LLMs EMNLP 2025 Layered Insights: Generalizable Analysis of Human Authorial Style by Leveraging All Transformer Layers EMNLP 2025 Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations EMNLP 2025 LaySummX at BioLaySumm: Retrieval-Augmented Fine-Tuning for Biomedical Lay Summarization Using Abstracts and Retrieved Full-Text Context ACL 2025 Lazarus NLP at SemEval-2025 Task 11: Fine-Tuning Large Language Models for Multi-Label Emotion Classification via Sentence-Label Pairing SemEval 2025 LazyReview: A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews ACL 2025 LCAN: A Label-Aware Contrastive Attention Network for Multi-Intent Recognition and Slot Filling in Task-Oriented Dialogue Systems EMNLP 2025 LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review ACL 2025 LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models EMNLP 2025 LC-Eval: A Bilingual Multi-Task Evaluation Benchmark for Long-Context Understanding EMNLP 2025 LCFO: Long Context and Long Form Output Dataset and Benchmarking ACL 2025 LCHAIM - Investigating Long Context Reasoning in Hebrew ACL 2025 L-CiteEval: A Suite for Evaluating Fidelity of Long-context Models ACL 2025 LCTeam at SemEval-2025 Task 3: Multilingual Detection of Hallucinations and Overgeneration Mistakes Using XLM-RoBERTa SemEval 2025 LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations ACL 2025