Large Language Models

Towards Open Foundation Language Model and Corpus for Macedonian: A Low-Resource Language ACL 2025 Towards Optimal Evaluation Efficiency for Large Language Models EMNLP 2025 Towards Optimal Multi-draft Speculative Decoding ICLR 2025 Towards Practical and Knowledgeable LLMs for a Multilingual World: A Thesis Proposal NAACL 2025 Towards Reliable Agents: Benchmarking Customized LLM-Based Retrieval-Augmented Generation Frameworks with Deployment Validation NAACL 2025 Towards Reliable Retrieval in RAG Systems for Large Legal Datasets EMNLP 2025 Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs ICLR 2025 Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation ACL 2025 (Towards) Scalable Reliable Automated Evaluation with Large Language Models ACL 2025 Towards Semantic Equivalence of Tokenization in Multimodal LLM ICLR 2025 Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models NAACL 2025 Towards the Law of Capacity Gap in Distilling Language Models ACL 2025 Towards the Machine Translation of Scientific Neologisms COLING 2025 Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure ACL 2025 Towards the Terminator Economy: Assessing Job Exposure to AI Through LLMs IJCAI 2025 Towards Understanding LLM-Generated Biomedical Lay Summaries NAACL 2025 Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments AAAI 2025 Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings ICML 2025 Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation AAAI 2025 Toxicity Red-Teaming: Benchmarking LLM Safety in Singapore’s Low-Resource Languages EMNLP 2025 TP-Eval: Tap Multimodal LLMs' Potential in Evaluation by Customizing Prompts IJCAI 2025 TRACE-CS: A Synergistic Approach to Explainable Course Scheduling Using LLMs and Logic AAAI 2025 Tracing Multilingual Factual Knowledge Acquisition in Pretraining EMNLP 2025 Tradutor: Building a Variety Specific Translation Model AAAI 2025 Training Bilingual LMs with Data Constraints in the Targeted Language ACL 2025