Natural Language Processing

Howard University-AI4PC at SemEval-2025 Task 4: Unlearning Sensitive Content From Large Language Models Using Finetuning and Distillation for Selective Knowledge Removal SemEval 2025 Howard University-AI4PC at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval-Combining Zero-Shot Claim Extraction and KNN-Based Classification for Multilingual Claim Matching SemEval 2025 Howard University-AI4PC at SemEval-2025 Task 8: DeepTabCoder - Code-based Retrieval and In-context Learning for Question-Answering over Tabular Data SemEval 2025 Howard University-AI4PC at SemEval-2025 Task 9: Using Open-weight BART-MNLI for Zero Shot Classification of Food Recall Documents SemEval 2025 How Can We Relate Language Modeling to Morphology? EMNLP 2025 How Contaminated Is Your Benchmark? Measuring Dataset Leakage in Large Language Models with Kernel Divergence ICML 2025 How Credible Is an Answer From Retrieval-Augmented LLMs? Investigation and Evaluation With Multi-Hop QA COLING 2025 How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code EMNLP 2025 How Does Knowledge Selection Help Retrieval Augmented Generation? EMNLP 2025 How does Misinformation Affect Large Language Model Behaviors and Preferences? ACL 2025 How Does Response Length Affect Long-Form Factuality ACL 2025 How do Language Models Generate Slang: A Systematic Comparison between Human and Machine-Generated Slang Usages EMNLP 2025 How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025 How Do Large Language Models Evaluate Lexical Complexity? EMNLP 2025 How Do Large Language Monkeys Get Their Power (Laws)? ICML 2025 How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training ACL 2025 How do LLMs’ Preferences Affect Event Argument Extraction? CAT: Addressing Preference Traps in Unsupervised EAE ACL 2025 How Do Multilingual Language Models Remember Facts? ACL 2025 How Do Position Encodings Affect Length Generalization? Case Studies On In-Context Function Learning AAAI 2025 How do Transformer Embeddings Represent Compositions? A Functional Analysis ACL 2025 How Good are LLM-based Rerankers? An Empirical Analysis of State-of-the-Art Reranking Models EMNLP 2025 How Good Are LLMs for Literary Translation, Really? Literary Translation Evaluation with Humans and LLMs NAACL 2025 How Inclusively do LMs Perceive Social and Moral Norms? NAACL 2025 How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark EMNLP 2025 How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ACL 2025