Natural Language Processing

Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long Document AAAI 2025 DeepWell-Adol: A Scalable Expert-Based Dialogue Corpus for Adolescent Positive Mental Health and Wellbeing Promotion EMNLP 2025 DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts ICML 2025 Def-DTS: Deductive Reasoning for Open-domain Dialogue Topic Segmentation ACL 2025 Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization AAAI 2025 Defense Against Prompt Injection Attack by Leveraging Attack Techniques ACL 2025 Defense against Prompt Injection Attacks via Mixture of Encodings NAACL 2025 Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives EMNLP 2025 DeFT-X: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer EMNLP 2025 DefVerify: Do Hate Speech Models Reflect Their Dataset’s Definition? COLING 2025 DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying COLING 2025 Dehumanizing Machines: Mitigating Anthropomorphic Behaviors in Text Generation Systems ACL 2025 DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction EMNLP 2025 DELAB-IIITM WMT25: Enhancing Low-Resource Machine Translation for Manipuri and Assamese EMNLP 2025 Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model ACL 2025 DELIFT: Data Efficient Language model Instruction Fine-Tuning ICLR 2025 DeLLMa: Decision Making Under Uncertainty with Large Language Models ICLR 2025 Deloitte (Drocks) at SemEval-2025 Task 3: Fine-Grained Multi-lingual Hallucination Detection Using Internal LLM Weights SemEval 2025 Deloitte (Drocks) at the Financial Misinformation Detection Challenge Task: Enhancing Misinformation Detection through Instruction-Tuned Models COLING 2025 DeLTa: A Decoding Strategy based on Logit Trajectory Prediction Improves Factuality and Reasoning Ability EMNLP 2025 DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory ICLR 2025 Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer’s Disease Detection ACL 2025 DELTA: Pre-Train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment AAAI 2025 DEL-ToM: Inference-Time Scaling for Theory-of-Mind Reasoning via Dynamic Epistemic Logic EMNLP 2025 De-mark: Watermark Removal in Large Language Models ICML 2025