multilingual nlp

Towards Practical and Knowledgeable LLMs for a Multilingual World: A Thesis Proposal NAACL 2025 Toxicity Red-Teaming: Benchmarking LLM Safety in Singapore’s Low-Resource Languages EMNLP 2025 Tracing Multilingual Factual Knowledge Acquisition in Pretraining EMNLP 2025 TransBERT: A Framework for Synthetic Translation in Domain-Specific Language Modeling EMNLP 2025 Transformer-Based Medical Statement Classification in Doctor-Patient Dialogues ACL 2025 Translate, Then Detect: Leveraging Machine Translation for Cross-Lingual Toxicity Classification EMNLP 2025 Truth Knows No Language: Evaluating Truthfulness Beyond English ACL 2025 Tue-JMS at SemEval-2025 Task 11: KReLax: An Ensemble-Based Approach for Multilingual Emotion Detection and Addressing Data Imbalance SemEval 2025 TUM-MiKaNi at SemEval-2025 Task 3: Towards Multilingual and Knowledge-Aware Non-factual Hallucination Identification SemEval 2025 UIMP-Aaman at SemEval-2025 Task11: Detecting Intensity and Emotion in Social Media and News SemEval 2025 UMUTeam at SemEval-2025 Task 7: Multilingual Fact-Checked Claim Retrieval with XLM-RoBERTa and Self-Alignment Pretraining Strategy SemEval 2025 UnityAI Guard: Pioneering Toxicity Detection Across Low-Resource Indian Languages EMNLP 2025 Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerland EMNLP 2025 Unsupervised Sentence Readability Estimation Based on Parallel Corpora for Text Simplification ACL 2025 Unveiling Dual Quality in Product Reviews: An NLP-Based Approach ACL 2025 URIEL+: Enhancing Linguistic Inclusion and Usability in a Typological and Multilingual Knowledge Base COLING 2025 Using Contextually Aligned Online Reviews to Measure LLMs’ Performance Disparities Across Language Varieties NAACL 2025 UZH at SemEval-2025 Task 3: Token-Level Self-Consistency for Hallucination Detection SemEval 2025 ViClaim: A Multilingual Multilabel Dataset for Automatic Claim Detection in Videos EMNLP 2025 Visual Question Answering for Peruvian Cuisine in Regional Spanish AAAI 2025 VMLU Benchmarks: A comprehensive benchmark toolkit for Vietnamese LLMs ACL 2025 WangchanThaiInstruct: An instruction-following Dataset for Culture-Aware, Multitask, and Multi-domain Evaluation in Thai EMNLP 2025 What Language Do Non-English-Centric Large Language Models Think in? ACL 2025 Who Relies More on World Knowledge and Bias for Syntactic Ambiguity Resolution: Humans or LLMs? NAACL 2025 Why do language models perform worse for morphologically complex languages? COLING 2025