Natural Language Processing

Adversarial Search Engine Optimization for Large Language Models ICLR 2025 AdversaryAI at BLP-2025 Task 2: A Think, Refine, and Generate (TriGen) System with LoRA and Self-Refinement for Code Generation AACL 2025 Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings ACL 2025 AdvERSEM: Adversarial Robustness Testing and Training of LLM-based Groundedness Evaluators via Semantic Structure Manipulation EMNLP 2025 Adversity-aware Few-shot Named Entity Recognition via Augmentation Learning AAAI 2025 AdvisorQA: Towards Helpful and Harmless Advice-seeking Question Answering with Collective Intelligence NAACL 2025 AdvSumm: Adversarial Training for Bias Mitigation in Text Summarization EMNLP 2025 A Dynamic Fusion Model for Consistent Crisis Response EMNLP 2025 A Dynamic Knowledge Update-Driven Model with Large Language Models for Fake News Detection IJCAI 2025 AEGIS2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails NAACL 2025 AEHRC at BioLaySumm 2025: Leveraging T5 for Lay Summarisation of Radiology Reports ACL 2025 AELC: Adaptive Entity Linking with LLM-Driven Contextualization EMNLP 2025 AEQA-NAT : Adaptive End-to-end Quantization Alignment Training Framework for Non-autoregressive Machine Translation ICML 2025 AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment EMNLP 2025 Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data SemEval 2025 A European Portuguese corpus annotated for verbal idioms NAACL 2025 A Fair Comparison without Translationese: English vs. Target-language Instructions for Multilingual LLMs NAACL 2025 AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models ICML 2025 A Formal Analysis of Chain-of-Thought Prompting via Turing Reductions IJCNLP 2025 A Framework for Effective Invocation Methods of Various LLM Services COLING 2025 A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records ACL 2025 A Framework for Large-Scale Parallel Corpus Evaluation: Ensemble Quality Estimation Models Versus Human Assessment ACL 2025 A Framework for Proficiency-Aligned Grammar Practice in LLM-Based Dialogue Systems ACL 2025 A Framework to Retrieve Relevant Laws for Will Execution EMNLP 2025 A French Version of the OLDI Seed Corpus EMNLP 2025