Generation

Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining EMNLP 2025 Exploring smaller batch sizes for a high-performing BabyLM model architecture EMNLP 2025 Exploring Temporal Event Cues for Dense Video Captioning in Cyclic Co-Learning AAAI 2025 Exploring the Effect of Segmentation and Vocabulary Size on Speech Tokenization for Speech Language Models Interspeech 2025 Exploring the Hidden Capacity of LLMs for One-Step Text Generation EMNLP 2025 Exploring the Role of Mental Health Conversational Agents in Training Medical Students and Professionals: A Systematic Literature Review ACL 2025 Extract-Explain-Abstract: A Rhetorical Role-Driven Domain-Specific Summarisation Framework for Indian Legal Documents EMNLP 2025 Extracting Financial Causality through QA: Insights from FinCausal 2025 Spanish Subtask COLING 2025 Extracting structure from an LLM - how to improve on surprisal-based models of Human Language Processing COLING 2025 F2TEval: Human-Aligned Multi-Dimensional Evaluation for Figure-to-Text Task EMNLP 2025 Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation EMNLP 2025 Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning ICLR 2025 Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation NAACL 2025 FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models CVPR 2025 Fact-Controlled Diagnosis of Hallucinations in Medical Text Summarization Interspeech 2025 Factual Dialogue Summarization via Learning from Large Language Models COLING 2025 FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs ICLR 2025 Fair or Framed? Political Bias in News Articles Generated by LLMs EMNLP 2025 Fair Summarization: Bridging Quality and Diversity in Extractive Summaries NAACL 2025 FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMs NAACL 2025 FaithfulPersona: Balancing Faithfulness and Personalization in Code Explanations through Self-Critique NAACL 2025 Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation NAACL 2025 Familiarity-Aware Evidence Compression for Retrieval-Augmented Generation EMNLP 2025 Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs EMNLP 2025 Fast Large Language Model Collaborative Decoding via Speculation ICML 2025