Natural Language Processing

Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025 Towards Robust Visual Question Answering via Prompt-Driven Geometric Harmonization AAAI 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 Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings ACL 2025 Towards Style Alignment in Cross-Cultural Translation ACL 2025 Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models NAACL 2025 Towards Text-Image Interleaved Retrieval ACL 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 Roots of the Negation Problem: A Multilingual NLI Dataset and Model Scaling Analysis EMNLP 2025 Towards the Terminator Economy: Assessing Job Exposure to AI Through LLMs IJCAI 2025 Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience ACL 2025 Towards Trustworthy Summarization of Cardiovascular Articles: A Factuality-and-Uncertainty-Aware Biomedical LLM Approach EMNLP 2025 Towards Understanding LLM-Generated Biomedical Lay Summaries NAACL 2025 Towards Unified, Dynamic and Annotation-based Visualisations and Exploration of Annotated Big Data Corpora with the Help of Unified Corpus Explorer 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 Towards Verifiable Text Generation with Generative Agent AAAI 2025 Towards Zero-Shot Multimodal Machine Translation NAACL 2025 Toward the Automatic Detection of Word Meaning Negotiation Indicators in Conversation EMNLP 2025 Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation AAAI 2025 ToW: Thoughts of Words Improve Reasoning in Large Language Models NAACL 2025