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Papers (including subtopics)

Assumed Identities: Quantifying Gender Bias in Machine Translation of Gender-Ambiguous Occupational Terms EMNLP 2025 A Statistical Framework for Ranking LLM-based Chatbots ICLR 2025 ASTRID - An Automated and Scalable TRIaD for the Evaluation of RAG-based Clinical Question Answering Systems ACL 2025 A Study into Investigating Temporal Robustness of LLMs ACL 2025 Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models ACL 2025 A Survey of Generative Information Extraction COLING 2025 A Survey on LLM-Assisted Clinical Trial Recruitment IJCNLP 2025 A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers EMNLP 2025 A Survey on Patent Analysis: From NLP to Multimodal AI ACL 2025 Asymmetric Conflict and Synergy in Post-training for LLM-based Multilingual Machine Translation ACL 2025 A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG NAACL 2025 A Systematic Review on Machine Translation and Transliteration Techniques for Code-Mixed Indo-Aryan Languages AACL 2025 A Systematic Survey of Claim Verification: Corpora, Systems, and Case Studies EMNLP 2025 A Tale of Evaluating Factual Consistency: Case Study on Long Document Summarization Evaluation ACL 2025 A Testset for Context-Aware LLM Translation in Korean-to-English Discourse Level Translation COLING 2025 A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens ACL 2025 ATHAR: A High-Quality and Diverse Dataset for Classical Arabic to English Translation EMNLP 2025 A Theorem-Proving-Based Evaluation of Neural Semantic Parsing EMNLP 2025 A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data CoNLL 2025 ATLANTIS at SemEval-2025 Task 3 : Detecting Hallucinated Text Spans in Question Answering SemEval 2025 Atlas: Customizing Large Language Models for Reliable Bibliographic Retrieval and Verification AACL 2025 AtlasIA at SemEval-2025 Task 11: FastText-Based Emotion Detection in Moroccan Arabic for Low-Resource Settings SemEval 2025 A Training-free LLM-based Approach to General Chinese Character Error Correction ACL 2025 ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors ACL 2025 Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models EMNLP 2025