Scaling Unsupervised Word Alignment to Documents via Structural Constraints Paper • 2608.21023 • Published 20 days ago
Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive Decoding Paper • 2309.07098 • Published Jan 29, 2024
Linear-time Minimum Bayes Risk Decoding with Reference Aggregation Paper • 2402.04251 • Published Jun 3, 2024
Reinforcement Learning Elicits Contextual Learning of Unseen Language Translation Paper • 2606.06428 • Published Jun 4 • 25
DeReason: A Difficulty-Aware Curriculum Improves Decoupled SFT-then-RL Training for General Reasoning Paper • 2603.11193 • Published Mar 11
Translation Asymmetry in LLMs as a Data Augmentation Factor: A Case Study for 6 Romansh Language Varieties Paper • 2603.25489 • Published Mar 26
SwissGov-RSD: A Human-annotated, Cross-lingual Benchmark for Token-level Recognition of Semantic Differences Between Related Documents Paper • 2512.07538 • Published Dec 8, 2025
Sleeping Agents Generative Semantic Diff ✏ Highlight semantic differences via LLM edits or span marking
Sleeping Agents Generative Semantic Diff ✏ Highlight semantic differences via LLM edits or span marking