Generation

DLRG at BHASHA: Task 1 (IndicGEC): A Hybrid Neurosymbolic Approach for Tamil and Malayalam Grammatical Error Correction AACL 2025 DMT-RoleBench: A Dynamic Multi-Turn Dialogue Based Benchmark for Role-Playing Evaluation of Large Language Model and Agent AAAI 2025 DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation EMNLP 2025 Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents EMNLP 2025 Do Construction Distributions Shape Formal Language Learning In German BabyLMs? CoNLL 2025 Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025 DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers EMNLP 2025 Documentation Retrieval Improves Planning Language Generation IJCNLP 2025 Document-level Simplification and Illustration Generation Multimodal Coherence EMNLP 2025 Document-Level Text Generation with Minimum Bayes Risk Decoding using Optimal Transport ACL 2025 Does a code-switching dialogue system help users learn conversational fluency in Choctaw? NAACL 2025 Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models NAACL 2025 Does “Reasoning” with Large Language Models Improve Recognizing, Generating and Reframing Unhelpful Thoughts? ACL 2025 Do Language Models Understand Honorific Systems in Javanese? ACL 2025 Do Large Language Models excel in Complex Logical Reasoning with Formal Language? EMNLP 2025 Do large language models solve verbal analogies like children do? CoNLL 2025 Do Large Language Models Understand Word Senses? EMNLP 2025 DOLFIN - Document-Level Financial Test-Set for Machine Translation NAACL 2025 Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs ICLR 2025 Do LLMs Understand Dialogues? A Case Study on Dialogue Acts ACL 2025 DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation AAAI 2025 Domain Regeneration: How well do LLMs match syntactic properties of text domains? ACL 2025 DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization NAACL 2025 Do Mentioned Items Truly Matter? Enhancing Conversational Recommender Systems with Causal Intervention and Large Language Models IJCAI 2025 Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models ICLR 2025