Roleplaying with Structure: Synthetic Therapist-Client Conversation Generation from Questionnaires Paper • 2510.25384 • Published Oct 29, 2025
You Never Know a Person, You Only Know Their Defenses: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations Paper • 2512.15601 • Published Dec 17, 2025
A Parallel Cross-Lingual Benchmark for Multimodal Idiomaticity Understanding Paper • 2601.08645 • Published Feb 24
Test-Time Scaling of Reasoning Models for Machine Translation Paper • 2510.06471 • Published Oct 7, 2025 • 2
XCR-Bench: A Multi-Task Benchmark for Evaluating Cultural Reasoning in LLMs Paper • 2601.14063 • Published Jan 20
Model-Based Quality Assessment for Massively Multilingual Parallel Data Paper • 2606.00285 • Published May 29 • 1
Reasoning over Grammar: Can Synthetic Linguistic Reasoning Traces Enhance Low-Resource Machine Translation? Paper • 2606.03782 • Published Jun 2
CulturALL: Benchmarking Multilingual and Multicultural Competence of LLMs on Grounded Tasks Paper • 2604.19262 • Published Apr 21
Cross-Model Memory Transfer via Target-Side Reader Adaptation Paper • 2608.17050 • Published Aug 17 • 8
A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives Paper • 2407.15489 • Published Jul 22, 2024
SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration Mistakes Paper • 2504.11975 • Published Apr 16, 2025
Training Specialist Models without Reasoning Trajectories for Domain Expert Distillation Paper • 2609.13770 • Published 24 days ago • 9
MemoryAthena: Adaptive Routing over Latent and Generated Memories Paper • 2609.25853 • Published 14 days ago • 16
Label-free steering: Compressing test-time reinforcement learning into bias-only subspaces Paper • 2609.18587 • Published 8 days ago • 4
Label-free steering: Compressing test-time reinforcement learning into bias-only subspaces Paper • 2609.18587 • Published 8 days ago • 4
Cross-Model Memory Transfer via Target-Side Reader Adaptation Paper • 2608.17050 • Published Aug 17 • 8
Reasoning over Grammar: Can Synthetic Linguistic Reasoning Traces Enhance Low-Resource Machine Translation? Paper • 2606.03782 • Published Jun 2
Model-Based Quality Assessment for Massively Multilingual Parallel Data Paper • 2606.00285 • Published May 29 • 1