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Papers (including subtopics)

PDFMathTranslate: Scientific Document Translation Preserving Layouts EMNLP 2025 PEACE: Empowering Geologic Map Holistic Understanding with MLLMs CVPR 2025 PECAN: LLM-Guided Dynamic Progress Control with Attention-Guided Hierarchical Weighted Graph for Long-Document QA ACL 2025 PeerQA: A Scientific Question Answering Dataset from Peer Reviews NAACL 2025 PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement ACL 2025 PentaML at BLP-2025 Task 1: Linear Probing of Pre-trained Transformer-based Models for Bangla Hate Speech Detection AACL 2025 Perceive Query & Reason: Enhancing Video QA with Question-Guided Temporal Queries WACV 2025 PerceptionLab at BLP-2025 Task 1: Domain-Adapted BERT for Bangla Hate Speech Detection: Contrasting Single-Shot and Hierarchical Multiclass Classification AACL 2025 Performance and Limitations of Fine-Tuned LLMs in SPARQL Query Generation COLING 2025 Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025 PerLA: Perceptive 3D Language Assistant CVPR 2025 Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research EMNLP 2025 Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents ICLR 2025 Persona-Augmented Benchmarking: Evaluating LLMs Across Diverse Writing Styles EMNLP 2025 PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data ACL 2025 Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement COLING 2025 Persona is a Double-Edged Sword: Rethinking the Impact of Role-play Prompts in Zero-shot Reasoning Tasks IJCNLP 2025 PersonaLens: A Benchmark for Personalization Evaluation in Conversational AI Assistants ACL 2025 Personalization up to a Point: Why Personalized Content Moderation Needs Boundaries, and How We Can Enforce Them EMNLP 2025 Personalized Question Answering with User Profile Generation and Compression EMNLP 2025 Personas with Attitudes: Controlling LLMs for Diverse Data Annotation ACL 2025 PerspectiveMod: A Perspectivist Resource for Deliberative Moderation EMNLP 2025 Perspectives in Play: A Multi-Perspective Approach for More Inclusive NLP Systems IJCAI 2025 PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization ACL 2025 PetEVAL: A veterinary free text electronic health records benchmark ACL 2025