Natural Language Processing

Serving the Underserved: Leveraging BARTBahnar Language Model for Bahnaric-Vietnamese Translation NAACL 2025 SetKE: Knowledge Editing for Knowledge Elements Overlap IJCAI 2025 SFMSS: Service Flow aware Medical Scenario Simulation for Conversational Data Generation NAACL 2025 SGCD: Subtask-Guided Causal-Debiasing Framework for Robust Cross-Utterance Sentiment Quadruple Extraction in Dialogues EMNLP 2025 SGED-Probe: Probing E2E ASR decoder and aligner for spoken grammar error detection under three speaking practice conditions Interspeech 2025 SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine NAACL 2025 SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025 SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models NAACL 2025 ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference ICML 2025 Shaping Shared Languages: Human and Large Language Models' Inductive Biases in Emergent Communication IJCAI 2025 SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL ACL 2025 Shared Heritage, Distinct Writing: Rethinking Resource Selection for East Asian Historical Documents IJCNLP 2025 Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities EMNLP 2025 Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation. ACL 2025 Shared Task RIRAG-2025: Regulatory Information Retrieval and Answer Generation COLING 2025 SHARP-Distill: A 68× Faster Recommender System with Hypergraph Neural Networks and Language Models ICML 2025 SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs ACL 2025 SH at WMT25 General Machine Translation Task EMNLP 2025 Shawarma Chats: A Benchmark Exact Dialogue & Evaluation Platter in Egyptian, Maghrebi & Modern Standard Arabic—A Triple-Dialect Feast for Hungry Language Models EMNLP 2025 Sheep’s Skin, Wolf’s Deeds: Are LLMs Ready for Metaphorical Implicit Hate Speech? ACL 2025 SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection EMNLP 2025 SheffieldGATE at SemEval-2025 Task 2: Multi-Stage Reasoning with Knowledge Fusion for Entity Translation SemEval 2025 Shh, don't say that! Domain Certification in LLMs ICLR 2025 ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework ACL 2025 Shifting from Ranking to Set Selection for Retrieval Augmented Generation ACL 2025