Resources & Methods

Revisiting Evaluation of Question Answering Systems in Low-Resource Indic Languages: Bridging Human and Metric Alignment ACL 2026 Revisiting the Data Sampling in Multimodal Post-training from a Difficulty-Distinguish View AAAI 2026 Revisiting the (Sub)Optimality of Best-of-N for Inference-Time Alignment COLT 2026 REZE: Representation Regularization for Domain-adaptive Text Embedding Pre-finetuning ACL 2026 RiddleBench: A New Generative Reasoning Benchmark for LLMs EACL 2026 Right at My Level: A Unified Multilingual Framework for Proficiency-Aware Text Simplification ACL 2026 RMO: Towards Better LLM Alignment via Reshaping Reward Margin Distributions AAAI 2026 RoSA: Enhancing Parameter-Efficient Fine-Tuning via RoPE-aware Selective Adaptation in Large Language Models AAAI 2026 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 R-R at AbjadAuthorID Shared Task: A Fine-Tuned Approach for Kurdish Authorship Identification EACL 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 Safety of Large Language Models Beyond English: A Systematic Literature Review of Risks, Biases, and Safeguards EACL 2026 Sagarmatha at SemEval-2026 Task 9: Heterogeneous Ensembling and Hierarchical Task Conditioning for Multilingual Latent Distributional Divergence Modeling SemEval 2026 SAHM: A Benchmark for Arabic Financial and Shari’ah-Compliant Reasoning ACL 2026 SALT-31: A Machine Translation Benchmark Dataset for 31 Ugandan Languages EACL 2026 SampurNER: Fine-Grained Named Entity Recognition Dataset for 22 Indian Languages AAAI 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 Scaling Laws for Conditional Emergence of Multilingual Image Captioning via Generalization from Translation AAAI 2026 Schema on the Inside: A Two-Phase Fine-Tuning Method for High-Efficiency Text-to-SQL at Scale AAAI 2026