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Papers (including subtopics)

Dialectal and Low Resource Machine Translation for Aromanian COLING 2025 Dialectal Toxicity Detection: Evaluating LLM-as-a-Judge Consistency Across Language Varieties EMNLP 2025 DialG2P: Dialectal Grapheme-to-Phoneme. Arabic as a Case Study EMNLP 2025 Dialogue-RAG: Enhancing Retrieval for LLMs via Node-Linking Utterance Rewriting ACL 2025 DialUp! Modeling the Language Continuum by Adapting Models to Dialects and Dialects to Models ACL 2025 Dianchi at SemEval-2025 Task 11: Multilabel Emotion Recognition via Orthogonal Knowledge Distillation SemEval 2025 DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale ACL 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 Did the Writer Actually Visit the Location? Analysis of Location Reviews from Visit Experience IJCNLP 2025 Did Translation Models Get More Robust Without Anyone Even Noticing? ACL 2025 Different Speech Translation Models Encode and Translate Speaker Gender Differently ACL 2025 Difficulty Estimation in Natural Language Tasks with Action Scores NAACL 2025 DiffRGenNet: Difference-aware Medical Report Generation MIDL 2025 DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising ACL 2025 Diffusion Directed Acyclic Transformer for Non-Autoregressive Machine Translation ACL 2025 Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective EMNLP 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 DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels CVPR 2025 DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation ACL 2025 DIRAS: Efficient LLM Annotation of Document Relevance for Retrieval Augmented Generation NAACL 2025 Dis2Dis: Explaining Ambiguity in Fact-Checking NAACL 2025 Disagreement in Metaphor Annotation of Mexican Spanish Science Tweets COLING 2025 Disambiguate First, Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing ACL 2025