Natural Language Processing

Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages ACL 2025 Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation EMNLP 2025 Towards Multi-Level Transcript Segmentation: LoRA Fine-Tuning for Table-of-Contents Generation Interspeech 2025 Towards Multilingual spoken Visual Question Answering system using Cross-Attention COLING 2025 Towards Multimodal Question Answering in Educational Domain IJCNLP 2025 Towards Multimodal Sentiment Analysis via Hierarchical Correlation Modeling with Semantic Distribution Constraints AAAI 2025 Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark CVPR 2025 Towards Objective Fine-tuning: How LLMs’ Prior Knowledge Causes Potential Poor Calibration? ACL 2025 Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025 Towards Open-Ended Discovery for Low-Resource NLP EMNLP 2025 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 Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action EMNLP 2025 Towards Practical and Knowledgeable LLMs for a Multilingual World: A Thesis Proposal NAACL 2025 Towards Rationale-Answer Alignment of LVLMs via Self-Rationale Calibration ICML 2025 Towards Region-aware Bias Evaluation Metrics NAACL 2025 Towards Reliable Agents: Benchmarking Customized LLM-Based Retrieval-Augmented Generation Frameworks with Deployment Validation NAACL 2025 Towards Reliable and Practical Phishing Detection NAACL 2025 Towards Reliable Retrieval in RAG Systems for Large Legal Datasets EMNLP 2025 Towards Resource-Rich Mizo and Khasi in NLP: Resource Development, Synthetic Data Generation and Model Building ACL 2025 Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs ICLR 2025 Towards Robust ESG Analysis Against Greenwashing Risks: Aspect-Action Analysis with Cross-Category Generalization ACL 2025 Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning NAACL 2025 Towards Robust Sentiment Analysis of Temporally-Sensitive Policy-Related Online Text ACL 2025