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Papers (including subtopics)

TUMLU: A Unified and Native Language Understanding Benchmark for Turkic Languages ACL 2025 TUM-MiKaNi at SemEval-2025 Task 3: Towards Multilingual and Knowledge-Aware Non-factual Hallucination Identification SemEval 2025 TUMTraf VideoQA: Dataset and Benchmark for Unified Spatio-Temporal Video Understanding in Traffic Scenes ICML 2025 Tuning Into Bias: A Computational Study of Gender Bias in Song Lyrics NAACL 2025 Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation EMNLP 2025 TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text EMNLP 2025 TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route EMNLP 2025 TurQUaz at GenAI Detection Task 1:Dr. Perplexity or: How I Learned to Stop Worrying and Love the Finetuning COLING 2025 TutorMind at BEA 2025 Shared Task: Leveraging Fine-Tuned LLMs and Data Augmentation for Mistake Identification ACL 2025 TVQACML: Benchmarking Text-Centric Visual Question Answering in Multilingual Chinese Minority Languages EMNLP 2025 Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time EMNLP 2025 Two Intermediate Translations Are Better Than One: Fine-tuning LLMs for Document-level Translation Refinement ACL 2025 Two Outliers at BEA 2025 Shared Task: Tutor Identity Classification using DiReC, a Two-Stage Disentangled Contrastive Representation ACL 2025 Two Step Automatic Post Editing of Patent Machine Translation based on Pre-trained Encoder Models and LLMs IJCNLP 2025 Two Tickets are Better than One: Fair and Accurate Hiring Under Strategic LLM Manipulations ICML 2025 Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation ACL 2025 UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation SemEval 2025 UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models ACL 2025 UAQFact: Evaluating Factual Knowledge Utilization of LLMs on Unanswerable Questions ACL 2025 UB_Tel-U at SemEval-2025 Task 11: Emotions Without Borders - A Unified Framework for Multilingual Classification Using Augmentation and Ensemble SemEval 2025 Uchaguzi-2022: A Dataset of Citizen Reports on the 2022 Kenyan Election COLING 2025 UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models NAACL 2025 UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Hallucination Detection in LLM Output SemEval 2025 UCSC at SemEval-2025 Task 8: Question Answering over Tabular Data SemEval 2025 UCSP Submission to the AmericasNLP 2025 Shared Task NAACL 2025