Large Language Models

Dialectal Toxicity Detection: Evaluating LLM-as-a-Judge Consistency Across Language Varieties EMNLP 2025 DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction ACL 2025 Dialogue-RAG: Enhancing Retrieval for LLMs via Node-Linking Utterance Rewriting ACL 2025 Dialogue Without Limits: Constant-Sized KV Caches for Extended Response in LLMs ICML 2025 DICE-BENCH: Evaluating the Tool-Use Capabilities of Large Language Models in Multi-Round, Multi-Party Dialogues ACL 2025 DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction EMNLP 2025 DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning EMNLP 2025 Differentiable Prompt Learning for Vision Language Models IJCAI 2025 Differentiable Reward Optimization for LLM based TTS system Interspeech 2025 Differential Mamba IJCNLP 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 Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering ACL 2025 DiNaM: Disinformation Narrative Mining with Large Language Models EMNLP 2025 DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation ACL 2025 DipLLM: Fine-Tuning LLM for Strategic Decision-making in Diplomacy ICML 2025 DiplomacyAgent: Do LLMs Balance Interests and Ethical Principles in International Events? EMNLP 2025 Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning Tasks EMNLP 2025 DiPT: Enhancing LLM Reasoning through Diversified Perspective-Taking NAACL 2025 Direct Density Ratio Optimization: A Statistically Consistent Approach to Aligning Large Language Models ICML 2025 Direct Judgement Preference Optimization EMNLP 2025 Direct Prompt Optimization with Continuous Representations ACL 2025 Direct Quantized Training of Language Models with Stochastic Rounding ACML 2025 Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey EMNLP 2025 DischargeSim: A Simulation Benchmark for Educational Doctor–Patient Communication at Discharge EMNLP 2025