Natural Language Processing

From Synthesis to Clinical Assistance: A Strategy-Aware Agent Framework for Autism Intervention based on Real Clinical Dataset ACL 2026 From TextBlob to LLM Agents: Sentiment Model Selection for B2B Technical Support with CSAT Ground Truth ACL 2026 From Text to Simulation: A Multi-Agent LLM Workflow for Automated Chemical Process Design AAAI 2026 From Where Words Come: Efficient Regularization of Code Tokenizers Through Source Attribution ACL 2026 From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP ACL 2026 From Words to Pixels: A Comprehensive Survey on Large Language Models in Visual Segmentation ACL 2026 Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner ACL 2026 FunnyBorg at SemEval-2026 Task 1: Humor Generation SemEval 2026 Funny or Persuasive, but Not Both: Evaluating Fine-Grained Multi-Concept Control in LLMs EACL 2026 GAEA: A Geolocation Aware Conversational Assistant WACV 2026 GAICo: A Deployed and Extensible Framework for Evaluating Diverse and Multimodal Generative AI Outputs AAAI 2026 Gained in Translation: Privileged Pairwise Judges Enhance Multilingual Reasoning ACL 2026 Garbage In, Reasoning Out? Why Benchmark Scores are Unreliable and What to Do About It EACL 2026 Garden Path Recovery in Causal and Masked Language Models ACL 2026 GAST: Gradient-aligned Sparse Tuning of Large Language Models with Data-layer Selection EACL 2026 GATech at AbjadGenEval Shared Task: Multilingual Embeddings for Arabic Machine-Generated Text Classification EACL 2026 GATech at AbjadMed: Bidirectional Encoders vs. Causal Decoders: Insights from 82-Class Arabic Medical Classification EACL 2026 Gated Tree Cross-Attention for Checkpoint-Compatible Syntax Injection in Decoder-Only LLMs ACL 2026 GazeInterpreter: Parsing Eye Gaze to Generate Eye-Body-Coordinated Narrations AAAI 2026 GBV-SQL: Guided Generation and SQL2Text Back-Translation Validation for Multi-Agent Text2SQL ACL 2026 G-Cap: A Game Character Caption Generator ACL 2026 GEM: Generative Entropy-Guided Preference Modeling for Few-Shot Alignment of LLMs AAAI 2026 GeM-VG: Towards Generalized Multi-image Visual Grounding with Multimodal Large Language Models AAAI 2026 GenAIus at SemEval-2026 Task 8: Beyond Retrieval with Relevance-Aware RAG for Faithful Multi-Turn Generation SemEval 2026 Gender and Politeness Perception: A Novel Approach for Exploring Annotations Disagreement EACL 2026