Natural Language Processing

Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition COLING 2025 Beyond Cairo: Sa’idi Egyptian Arabic Literary Corpus Construction and Analysis NAACL 2025 Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs COLING 2025 Beyond Checkmate: Exploring the Creative Choke Points for AI Generated Texts EMNLP 2025 Beyond Citations: Integrating Finding-Based Relations for Improved Biomedical Article Representations ACL 2025 Beyond Coarse Labels: Fine-Grained Problem Augmentation and Multi-Dimensional Feedback for Emotional Support Conversation EMNLP 2025 Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models ICLR 2025 Beyond Context to Cognitive Appraisal: Emotion Reasoning as a Theory of Mind Benchmark for Large Language Models ACL 2025 Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance EMNLP 2025 Beyond Cropped Regions: New Benchmark and Corresponding Baseline for Chinese Scene Text Retrieval in Diverse Layouts ICML 2025 Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models COLING 2025 Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation ACL 2025 Beyond De-Identification: A Structured Approach for Defining and Detecting Indirect Identifiers in Medical Texts NAACL 2025 Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals’ Subjective Text Perceptions ACL 2025 Beyond Demonstrations: Dynamic Vector Construction from Latent Representations EMNLP 2025 Beyond Dialogue: A Profile-Dialogue Alignment Framework Towards General Role-Playing Language Model ACL 2025 Beyond Discrete Personas: Personality Modeling Through Journal Intensive Conversations COLING 2025 Beyond Distribution: Investigating Language Models’ Understanding of Sino-Korean Morphemes EMNLP 2025 Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding NAACL 2025 Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs NAACL 2025 Beyond Facts: Evaluating Intent Hallucination in Large Language Models ACL 2025 Beyond Factual Accuracy: Evaluating Coverage of Diverse Factual Information in Long-form Text Generation ACL 2025 Beyond Film Subtitles: Is YouTube the Best Approximation of Spoken Vocabulary? COLING 2025 Beyond Fixed Length: Bucket Pre-training is All You Need IJCAI 2025 BeyondGender: A Multifaceted Bilingual Dataset for Practical Sexism Detection AAAI 2025