Natural Language Processing

Social Story Frames: Contextual Reasoning about Narrative Intent and Reception ACL 2026 Socrates or Smartypants: Testing Logic Reasoning Capabilities of Large Language Models with Logic Programming-Based Test Oracles AAAI 2026 "So, How Much Do LLMs Hallucinate on Low-Resource Languages?" A Quantitative and Qualitative Analysis EACL 2026 SokraTUM at SemEval-2026 Task 3: A hybrid cascade of Label Distribution Learning, RAG supported generative extraction and contrastive metric learning for dimensional sentiment analysis SemEval 2026 Sommelier: Scalable Open Multi-turn Audio Pre-processing for Full-duplex Speech Language Models ACL 2026 SPAN: Benchmarking and Improving Cross-Calendar Temporal Reasoning of Large Language Models AAAI 2026 SPARE: Single-Pass Annotation with Reference-Guided Evaluation for Automatic Process Supervision and Reward Modelling AAAI 2026 SPARKLE: A Structured and Plug-and-play Agentic Retrieval Policy for Adaptive RAG Models ACL 2026 Sparse Attention Across Multiple-Context KV Cache AAAI 2026 Sparse Topic Modeling via Spectral Decomposition and Thresholding JMLR 2026 Speaking on Their Behalf: Detecting Indirect Speech in Historical Danish and Norwegian Texts EACL 2026 SPEAK: Spiking Neurons as an Entropy-Aware Tokenizer for Large Language Models ACL 2026 SpecDetect: Simple, Fast, and Training-Free Detection of LLM-Generated Text via Spectral Analysis AAAI 2026 Specialization through Collaboration: Understanding Expert Interaction in Mixture-of-Expert Large Language Models EACL 2026 SpecQuant: Spectral Decomposition and Adaptive Truncation for Ultra-Low-Bit LLMs Quantization AAAI 2026 SpeechMedAssist: Efficiently and Effectively Adapting Speech Language Models for Medical Consultation ACL 2026 SPENCE: A Syntactic Probe for Detecting Contamination in NL2SQL Benchmarks ACL 2026 SpiderGen: Towards Procedure Generation for Carbon Life Cycle Assessments with Generative AI AAAI 2026 Spinfo Cologne at SemEval-2026 Task 4: Explainable Creation of Narrativity Embeddings SemEval 2026 Splits! Flexible Sociocultural Linguistic Investigation at Scale ACL 2026 Spotlight Your Instructions: Instruction-following with Dynamic Attention Steering EACL 2026 SPP-SCL: Semi-Push-Pull Supervised Contrastive Learning for Image-Text Sentiment Analysis and Beyond AAAI 2026 Squrve: A Unified and Modular Framework for Complex Real-World Text-to-SQL Tasks ACL 2026 SRACG: A Code Generation Framework with Selective Retrieval Augmentation AAAI 2026 SRAM: Shape-Realism Alignment Metric for No Reference 3D Shape Evaluation AAAI 2026