Large Language Models

RoSE: Round-robin Synthetic Data Evaluation for Selecting LLM Generators without Human Test Sets EACL 2026 RoZO: Geometry-Aware Zeroth-Order Fine-Tuning on Low-Rank Adapters for Black-Box Large Language Models EACL 2026 RPM-MCTS: Knowledge-Retrieval as Process Reward Model with Monte Carlo Tree Search for Code Generation AAAI 2026 RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation ACL 2026 RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library EACL 2026 SafeNLIDB: A Privacy-Preserving Safety Alignment Framework for LLM-based Natural Language Database Interfaces AAAI 2026 SAHM: A Benchmark for Arabic Financial and Shari’ah-Compliant Reasoning ACL 2026 SASST: Leveraging Syntax-Aware Chunking and LLMs for Simultaneous Speech Translation AAAI 2026 Scaling and Transferability of Annealing Strategies in Large Language Model Training AAAI 2026 Scaling Data-Constrained Language Models with Synthetic Data EACL 2026 Schema on the Inside: A Two-Phase Fine-Tuning Method for High-Efficiency Text-to-SQL at Scale AAAI 2026 schmerle at SemEval-2026 Task 4: Exploring Large Language Model Prompting Strategies for Low-Resource Narrative Similarity Detection SemEval 2026 SCUMesclab at SemEval-2026 Task 3: An Adaptive Dual-Track Framework for Dimensional Aspect-Based Sentiment Analysis SemEval 2026 SDA: Steering-Driven Distribution Alignment for Open LLMs Without Fine-Tuning AAAI 2026 SDNLP at AMIYA 2026: Syrian Arabic Dialect Modeling with LoRA EACL 2026 Seeing All Sides: Multi-Perspective In-Context Learning for Subjective NLP EACL 2026 Select Before Use: On the Importance of Reference Model Selection in Preference Alignment ACL 2026 Selection of LLM Fine-Tuning Data Based on Orthogonal Rules AAAI 2026 Self-Correction Distillation for Structured Data Question Answering AAAI 2026 Semantic Change Characterization with LLMs using Rhetorics EACL 2026 Semantic Span Annotation: An Exploratory Study of LLM Annotation ACL 2026 Semantic Stars at MWE-2026 PARSEME 2.0 Subtask 2: Alternative Approaches for MWE Paraphrasing EACL 2026 Semantic Token Clustering for Efficient Uncertainty Quantification in Large Language Models EACL 2026 Semantic Volume: Quantifying and Detecting Both External and Internal Uncertainty in LLMs AAAI 2026 SemEval-2026 Task 1: MWAHAHA, Models Write Automatic Humor And Humans Annotate SemEval 2026