Large Language Models

Demystifying Domain-adaptive Post-training for Financial LLMs EMNLP 2025 Demystifying Multilingual Reasoning in Process Reward Modeling EMNLP 2025 Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls EMNLP 2025 DependEval: Benchmarking LLMs for Repository Dependency Understanding ACL 2025 DEQA: Descriptions Enhanced Question-Answering Framework for Multimodal Aspect-Based Sentiment Analysis AAAI 2025 Derailer-Rerailer: Adaptive Verification for Efficient and Reliable Language Model Reasoning ACL 2025 Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering NAACL 2025 Detecting Corpus-Level Knowledge Inconsistencies in Wikipedia with Large Language Models EMNLP 2025 Detecting Hallucination in Large Language Models Through Deep Internal Representation Analysis IJCAI 2025 Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025 Detecting Referring Expressions in Visually Grounded Dialogue with Autoregressive Language Models ACL 2025 Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling ICLR 2025 Detoxifying Large Language Models via the Diversity of Toxic Samples EMNLP 2025 Development of Numerical Error Detection Tasks to Analyze the Numerical Capabilities of Language Models COLING 2025 Development of Pre-Trained Transformer-based Models for the Nepali Language COLING 2025 DharmaBench: Evaluating Language Models on Buddhist Texts in Sanskrit and Tibetan IJCNLP 2025 DHP Benchmark: Are LLMs Good NLG Evaluators? NAACL 2025 Diagnosing Failures in Large Language Models’ Answers: Integrating Error Attribution into Evaluation Framework ACL 2025 Dialect Normalization using Large Language Models and Morphological Rules ACL 2025 Dialogue Language Model with Large-Scale Persona Data Engineering NAACL 2025 DICE-BENCH: Evaluating the Tool-Use Capabilities of Large Language Models in Multi-Round, Multi-Party Dialogues ACL 2025 DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning EMNLP 2025 Differentially Private Steering for Large Language Model Alignment ICLR 2025 DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models ACL 2025 DiffSkip: Differential Layer Skipping in Large Language Models ACL 2025