Natural Language Processing

KSK@DravidianLangTech 2025: Political Multiclass Sentiment Analysis of Tamil X (Twitter) Comments Using Incremental Learning NAACL 2025 Kuvost: A Large-Scale Human-Annotated English to Central Kurdish Speech Translation Dataset Driven from English Common Voice ACL 2025 KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding ACL 2025 KV Shifting Attention Enhances Language Modeling ICML 2025 KVTuner: Sensitivity-Aware Layer-Wise Mixed-Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference ICML 2025 KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus NAACL 2025 KyuHyunChoi at SemEval-2025 Task 10: Narrative Extraction Using a Summarization-Specific Pretrained Model SemEval 2025 L3i++ at GenAI Detection Task 1: Can Label-Supervised LLaMA Detect Machine-Generated Text? COLING 2025 L3Ms — Lagrange Large Language Models ICLR 2025 L4: Mutual Learning Helps Lifelong Language Learning EMNLP 2025 L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models ACL 2025 LA²I²F at SemEval-2025 Task 5: Reasoning in Embedding Space – Fusing Analogical and Ontology-based Reasoning for Document Subject Tagging SemEval 2025 Label Bias in Symbolic Representation of Meaning ACL 2025 Label-Context-Dependent Internal Language Model Estimation for CTC Interspeech 2025 Label-Perceptive Adversarial Domain Adaptation for Named Entity Recognition in Traditional Chinese Medicine: Dataset and Approach ACML 2025 Label-semantics Aware Generative Approach for Domain-Agnostic Multilabel Classification ACL 2025 LAB-KG: A Retrieval-Augmented Generation Method with Knowledge Graphs for Medical Lab Test Interpretation COLING 2025 Labor Lex: A New Portuguese Corpus and Pipeline for Information Extraction in Brazilian Legal Texts EMNLP 2025 LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models ICML 2025 LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers ACL 2025 LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs ACL 2025 LaERC-S: Improving LLM-based Emotion Recognition in Conversation with Speaker Characteristics COLING 2025 Lahjawi: Arabic Cross-Dialect Translator COLING 2025 LAILab at ArchEHR-QA 2025: Test-time scaling for evidence selection in grounded question answering from electronic health records ACL 2025 LAiW: A Chinese Legal Large Language Models Benchmark COLING 2025