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Papers (including subtopics)

Domain Meets Typology: Predicting Verb-Final Order from Universal Dependencies for Financial and Blockchain NLP ACL 2025 Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains ACL 2025 DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms EMNLP 2025 Don’t Erase, Inform! Detecting and Contextualizing Harmful Language in Cultural Heritage Collections ACL 2025 Don’t Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering EMNLP 2025 Don’t Score too Early! Evaluating Argument Mining Models on Incomplete Essays ACL 2025 Don’t Sweat the Small Stuff: Segment-Level Meta-Evaluation Based on Pairwise Difference Correlation EMNLP 2025 Don’t Take it Literally! Idiom-aware Vietnamese Translation via In-context Learning IJCNLP 2025 Doppelganger-JC: Benchmarking the LLMs’ Understanding of Cross-Lingual Homographs between Japanese and Chinese IJCNLP 2025 Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage NAACL 2025 Do RAG Systems Really Suffer From Positional Bias? EMNLP 2025 Do Slides Help? Multi-modal Context for Automatic Transcription of Conference Talks EMNLP 2025 DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search ICLR 2025 Do Video Language Models really understand the video contexts? NAACL 2025 Do Voters Get the Information They Want? Understanding Authentic Voter FAQs in the US and How to Improve for Informed Electoral Participation NAACL 2025 Do We Need Large VLMs for Spotting Soccer Actions? IJCNLP 2025 Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction ACL 2025 Down the Cascades of Omethi: Hierarchical Automatic Scoring in Large-Scale Assessments ACL 2025 Do You Know About My Nation? Investigating Multilingual Language Models’ Cultural Literacy Through Factual Knowledge EMNLP 2025 D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering EMNLP 2025 DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation ACL 2025 DravLingua@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages using Late Fusion of Muril and Wav2Vec Models NAACL 2025 DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students’ Hand-Drawn Math Images NAACL 2025 Dr. Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian EMNLP 2025 DReSD: Dense Retrieval for Speculative Decoding ACL 2025