Generation

Talk2Code: A Multi-Turn Interaction Benchmark with Dual-Track Evaluation for Code Generation AAAI 2026 TEA-Bench: A Systematic Benchmarking of Tool-enhanced Emotional Support Dialogue Agent ACL 2026 Teaching LLMs Human-Like Editing of Inappropriate Argumentation via Reinforcement Learning ACL 2026 Team hugang11 at SemEval-2026 Task 1, Subtask A (Chinese): A CoT-SFT, Teacher-Constructed DPO, and Deterministic Post-processing Pipeline for Humor Generation SemEval 2026 Team TüLK at SemEval-2026 Task 1: Humor Generation with Qwen and Group Relative Policy Optimization SemEval 2026 TechSSN at SemEval-2026 Task 8: MTRAG Retrieval and Generation using Ensemble Re-encoders and Anchor Prompting SemEval 2026 Testing Low-Resource Language Support in LLMs Using Language Proficiency Exams: the Case of Luxembourgish EACL 2026 Text-to-Text Automatic Story Generation: A Survey EACL 2026 The Price of Thought: A Multilingual Analysis of Reasoning, Performance, and Cost of Negotiation in Large Language Models EACL 2026 Thesis Proposal: On the Granularity-Robustness Trade-off in Text-Derived Knowledge Graphs ACL 2026 Think Just Enough: Leveraging Self-Assessed Confidence for Adaptive Reasoning in Language Models EACL 2026 ThreadSumm: Summarization of Nested Discourse Threads Using Tree of Thoughts ACL 2026 TIM: Temporal Decoupling with Iterative Mutual-Refinement Model for Longitudinal Radiology Report Generation CVPR 2026 TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference AAAI 2026 Too Open for Opinion? Embracing Open-Endedness in Large Language Models for Social Simulation EACL 2026 Toward Beginner-Friendly LLMs for Language Learning: Controlling Difficulty in Conversation EACL 2026 Towards Effective Code-Integrated Reasoning AAAI 2026 Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion ACL 2026 Towards Human-centered Proactive Conversational AI AAAI 2026 Towards Simulating Social Media Users with LLMs: Evaluating the Operational Validity of Conditioned Comment Prediction EACL 2026 Towards Singable Lyrics Translation Using Large Language Models EACL 2026 Transformers in Pseudo-Random Number Generation: A Dual Perspective on Theory and Practice AAAI 2026 Transformer with Controlled Attention for Synchronous Motion Captioning AAAI 2026 TransMamba: A Sequence-Level Hybrid Transformer-Mamba Language Model AAAI 2026 uir-cis at SemEval-2026 Task 12: Mitigating Prior-Induced Hallucinations in Retrieval-Augmented Reasoning via Precision-Oriented Decoding SemEval 2026