Generation

DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process ACL 2025 DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking ACL 2025 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 Def-DTS: Deductive Reasoning for Open-domain Dialogue Topic Segmentation ACL 2025 Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives EMNLP 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 Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model ACL 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 DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling ACL 2025 Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation EMNLP 2025 Design and Analysis of few Million Parameter Transformer-based Language Models trained over a few Million Tokens Dataset EMNLP 2025 Designing and Contextualising Probes for African Languages ACL 2025 Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs ACL 2025 Detecting, Generating, and Evaluating in the Writing Style of Different Authors NAACL 2025 Detecting Omissions in LLM-Generated Medical Summaries EMNLP 2025 Detoxify-IT: An Italian Parallel Dataset for Text Detoxification ACL 2025 DETQUS: Decomposition-Enhanced Transformers for QUery-focused Summarization NAACL 2025 Developing multilingual speech synthesis system for Ojibwe, Mi’kmaq, and Maliseet NAACL 2025 Developmentally-plausible Working Memory Shapes a Critical Period for Language Acquisition ACL 2025 Development of Pre-Trained Transformer-based Models for the Nepali Language COLING 2025 DFLOW: Diverse Dialogue Flow Simulation with Large Language Models ACL 2025 D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Models ACL 2025