Natural Language Processing

LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ACL 2025 LHCP-ASR: An English Speech Corpus of High-Energy Particle Physics Talks for Narrow-Domain ASR Benchmarking Interspeech 2025 Liaozhai through the Looking-Glass: On Paratextual Explicitation of Culture-Bound Terms in Machine Translation EMNLP 2025 Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles ACL 2025 LiDARR: Linking Document AMRs with Referents Resolvers ACL 2025 LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context Scenarios ACL 2025 Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts CVPR 2025 Lifelong Knowledge Editing requires Better Regularization EMNLP 2025 Lifelong Model Editing with Graph-Based External Memory ACL 2025 Liger: Linearizing Large Language Models to Gated Recurrent Structures ICML 2025 LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025 LightRAG: Simple and Fast Retrieval-Augmented Generation EMNLP 2025 Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence NAACL 2025 Lightweight LLM Adaptation for Medical Summarisation: Roux-lette at PerAnsSumm Shared Task NAACL 2025 Lightweight Query Checkpoint: Classifying Faulty User Queries to Mitigate Hallucinations in Large Language Model Question Answering ACL 2025 Lightweight Safety Guardrails Using Fine-tuned BERT Embeddings COLING 2025 ‘... like a needle in a haystack”: Annotation and Classification of Comparative Statements NAACL 2025 LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval EMNLP 2025 LimaCost: Data Valuation for Instruction Tuning of Large Language Models EMNLP 2025 LIME: Less Is More for MLLM Evaluation ACL 2025 LIMICS at ArchEHR-QA 2025: Prompting LLMs Beats Fine-Tuned Embeddings ACL 2025 Limitations of Religious Data and the Importance of the Target Domain: Towards Machine Translation for Guinea-Bissau Creole NAACL 2025 Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments ACL 2025 Limited-Resource Adapters Are Regularizers, Not Linguists ACL 2025 LimRank: Less is More for Reasoning-Intensive Information Reranking EMNLP 2025