Natural Language Processing

SRCB at SemEval-2026 Task 3: Boosting DimASR via Contrastive LLM-Based Data Augmentation SemEval 2026 SRCB at SemEval-2026 Task 5 A Multi-Target Finetuning Framework for Large Language Models with Joint Regression and Text Generation SemEval 2026 SrcMix: Mixing of Related Source Languages Benefits Extremely Low-resource Machine Translation EACL 2026 SR-KI: Scalable and Real-Time Knowledge Integration into LLMs via Supervised Attention AAAI 2026 ssurface3 at SemEval-2026 Task 3: Efficient Methods for Multilingual Dimensional Aspect-Based Sentiment Analysis SemEval 2026 Stable Signer: Hierarchical Sign Language Generative Model ACL 2026 Stakeholder Suite: A Unified AI Framework for Mapping Actors, Topics and Arguments in Public Debates EACL 2026 StanceLab at SemEval-2026 Task 9: Addressing Class Imbalance in Multilingual Polarization Detection SemEval 2026 Standard-to-Dialect Transfer Trends Differ across Text and Speech: A Case Study on Intent and Topic Classification in German Dialects ACL 2026 START: Spatial and Textual Learning for Chart Understanding WACV 2026 Statistical Foundations of DIME: Risk Estimation for Practical Index Selection EACL 2026 Stay Focused: Problem Drift in Multi-Agent Debate EACL 2026 Steering Large Language Models for Machine Translation Personalization EACL 2026 Steering Pretrained Drafters During Speculative Decoding AAAI 2026 StepFun-Formalizer: Unlocking the Autoformalization Potential of LLMs Through Knowledge-Reasoning Fusion AAAI 2026 Step-GRPO: Enhancing Reasoning Quality and Efficiency via Structured PRM-Based Reinforcement Learning AAAI 2026 Stepwise Contrastive Reasoning for Retrieval-Augmented Generation over Knowledge Graphs AAAI 2026 Stereotype Bias in a Bilingual Setting: A Culturally Grounded Evaluation in Kazakhstan ACL 2026 Stochastic Gradient Descenders at SemEval-2026 Task 9: Few-Shot LLM Prompting for Polarization Type Classification SemEval 2026 Stochastic Parrots or True Virtuosos? Digging Deeper Into the Audio-Video Understanding of AVQA Models EACL 2026 Stop Taking Tokenizers for Granted: They Are Core Design Decisions in Large Language Models EACL 2026 StoryBox: Collaborative Multi-Agent Simulation for Hybrid Bottom-Up Long-Form Story Generation Using Large Language Models AAAI 2026 StoryCoder: Narrative Reformulation for Structured Reasoning in LLM Code Generation ACL 2026 StreamKV: Streaming Video Question-Answering with Segment-based KV Cache Retrieval and Compression AAAI 2026 StreamRAG: Enhancing Real-Time Video Understanding with Retrieval Augmentation CVPR 2026