Natural Language Processing

SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025 Small Encoders Can Rival Large Decoders in Detecting Groundedness ACL 2025 Small Language Model Makes an Effective Long Text Extractor AAAI 2025 Small Language Models Also Work With Small Vocabularies: Probing the Linguistic Abilities of Grapheme- and Phoneme-Based Baby Llamas COLING 2025 Small Language Models can Outperform Humans in Short Creative Writing: A Study Comparing SLMs with Humans and LLMs COLING 2025 Small Language Models in the Real World: Insights from Industrial Text Classification ACL 2025 Small Models, Big Impact: Efficient Corpus and Graph-Based Adaptation of Small Multilingual Language Models for Low-Resource Languages ACL 2025 Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition EMNLP 2025 SmartBench: Is Your LLM Truly a Good Chinese Smartphone Assistant? EMNLP 2025 Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference ACL 2025 SMARTMiner: Extracting and Evaluating SMART Goals from Low-Resource Health Coaching Notes EMNLP 2025 SMART: Scalable Multilingual Approach for a Robust TOD System EMNLP 2025 Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning EMNLP 2025 SmolLab_SEU at BEA 2025 Shared Task: A Transformer-Based Framework for Multi-Track Pedagogical Evaluation of AI-Powered Tutors ACL 2025 SMOL: Professionally Translated Parallel Data for 115 Under-represented Languages EMNLP 2025 Smotrom tvoja på ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study ACL 2025 Smruti: Grammatical Error Correction for Gujarati using LLMs with Non-Parametric Memory IJCNLP 2025 SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection SemEval 2025 SmurfCat at SHROOM-CAP: Factual but Awkward? Fluent but Wrong? Tackling Both in LLM Scientific QA AACL 2025 SNAP: Semantic Stories for Next Activity Prediction AAAI 2025 SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025 Sneaking Syntax into Transformer Language Models with Tree Regularization NAACL 2025 SNS-Bench: Defining, Building, and Assessing Capabilities of Large Language Models in Social Networking Services ICML 2025 Social Bias in Large Language Models For Bangla: An Empirical Study on Gender and Religious Bias COLING 2025 Social Bias in Multilingual Language Models: A Survey EMNLP 2025