Natural Language Processing

Iterative Vectors: In-Context Gradient Steering without Backpropagation ICML 2025 IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking ICLR 2025 ITF-NLP at SemEval-2025 Task 11 An Exploration of English and German Multi-label Emotion Detection using Fine-tuned Transformer Models SemEval 2025 ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset ICML 2025 It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language COLING 2025 It’s about What and How you say it: A Corpus with Stance and Sentiment Annotation for COVID-19 Vaccines Posts on X/Twitter by Brazilian Political Elites NAACL 2025 It’s All About In-Context Learning! Teaching Extremely Low-Resource Languages to LLMs EMNLP 2025 It’s Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems ACL 2025 It’s Not Bragging If You Can Back It Up: Can LLMs Understand Braggings? ACL 2025 It Takes Two: A Dual Stage Approach for Terminology-Aware Translation EMNLP 2025 ITUNLP at SemEval-2025 Task 8: Question-Answering over Tabular Data: A Zero-Shot Approach using LLM-Driven Code Generation SemEval 2025 ITU NLP at TSAR 2025 Shared Task A Three-Stage Prompting Approach for CEFR-Oriented Text Simplification EMNLP 2025 IUST_Champs at SemEval-2025 Task 8: Structured Prompting and Retry Policy for Tabular Question Answering SemEval 2025 IWSLT 2025 Indic Track System Description Paper: Speech-to-Text Translation from Low-Resource Indian Languages (Bengali and Tamil) to English ACL 2025 Jacobian Sparse Autoencoders: Sparsify Computations, Not Just Activations ICML 2025 JaCorpTrack: Corporate History Event Extraction for Tracking Organizational Changes EMNLP 2025 JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs ACL 2025 Jamba: Hybrid Transformer-Mamba Language Models ICLR 2025 Jamo-Level Subword Tokenization in Low-Resource Korean Machine Translation NAACL 2025 JAS@DravidianLangTech 2025: Abusive Tamil Text targeting Women on Social Media NAACL 2025 JAWAHER: A Multidialectal Dataset of Arabic Proverbs for LLM Benchmarking NAACL 2025 JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models ACL 2025 JEBS: A Fine-grained Biomedical Lexical Simplification Task ACL 2025 JellyK at SemEval-2025 Task 11: Russian Multi-label Emotion Detection with Pre-trained BERT-based Language Models SemEval 2025 JGU Mainz’s Submission to the WMT25 Shared Task on LLMs with Limited Resources for Slavic Languages: MT and QA EMNLP 2025