Generation

Author-in-the-Loop Response Generation and Evaluation: Integrating Author Expertise and Intent in Responses to Peer Review ACL 2026 Automatic Grammatical Case Prediction for Template Filling in Case-Marking Languages: Implementation and Evaluation for Finnish EACL 2026 Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation AAAI 2026 BAHAHA at SemEval-2026 Task 1: Benchmarking-Aware Humor Authoring with Hybrid Assessment and Adaptation SemEval 2026 Balancing Accuracy and Efficiency in Multi-Turn Intent Classification for LLM-Powered Dialog Systems in Production AAAI 2026 BanglaSummEval: Reference-Free Factual Consistency Evaluation for Bangla Summarization EACL 2026 Becoming Experienced Judges: Selective Test-Time Learning for Evaluators EACL 2026 Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering ACL 2026 Beyond Length: Context-Aware Expansion and Independence as Developmentally Sensitive Evaluation in Child Utterances EACL 2026 Beyond Multiple Choice: Evaluating Steering Vectors for Summarization EACL 2026 Beyond N-grams: A Hierarchical Reward Learning Framework for Clinically-Aware Medical Report Generation AAAI 2026 Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score AAAI 2026 BILLY: Steering Large Language Models via Merging Persona Vectors for Creative Generation EACL 2026 BiOTPrompt: Bidirectional Optimal Transport Guided Prompting for Disease Evolution-aware Radiology Report Generation CVPR 2026 Blind Spot Navigation in Large Language Model Reasoning with Thought Space Explorer EACL 2026 Bloom-Eval: A Hierarchical Evaluation Benchmark for Automatic Survey Generation Based on Bloom’s Taxonomy ACL 2026 Breaking the Trade-Off Between Faithfulness and Expressiveness for Large Language Models AAAI 2026 Building a Conversational AI Assistant for African Travel Services with LLMs and RAG EACL 2026 C³TG: Conflict-aware, Composite, and Collaborative Controlled Text Generation AAAI 2026 Calibrated Speculative Decoding: Frequency-Guided Candidate Selection for Efficient Inference ACL 2026 Call, Reward, Repeat: Advancing Dialog State Tracking with GRPO and Function Calling EACL 2026 Can AI Be a Good Peer Reviewer? A Survey of Peer Review Process, Evaluation, and the Future ACL 2026 Capturing Classic Authorial Style in Long-Form Story Generation with GRPO Fine-Tuning CoNLL 2026 CASPER in the Machine: Insights into Character Variety in LLM-Generated Stories ACL 2026 CATCH: A Controllable Theme Detection Framework with Contextualized Clustering and Hierarchical Generation AAAI 2026