MentalBench: A Benchmark for Evaluating Psychiatric Diagnostic Capability of Large Language Models Paper • 2602.12871 • Published Feb 13 • 19
Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation Paper • 2506.19352 • Published Jun 24, 2025 • 1
OasisKV: Scaling In-Decode KV Cache Beyond HBM with Lookahead Sparse Prefetching Paper • 2608.08097 • Published 5 days ago • 23
OasisKV: Scaling In-Decode KV Cache Beyond HBM with Lookahead Sparse Prefetching Paper • 2608.08097 • Published 5 days ago • 23
ELDR: Expert-Locality-Aware Decode Routing for PD-Disaggregated MoE Serving Paper • 2607.00466 • Published Jul 1 • 32
ELDR: Expert-Locality-Aware Decode Routing for PD-Disaggregated MoE Serving Paper • 2607.00466 • Published Jul 1 • 32
ELDR: Expert-Locality-Aware Decode Routing for PD-Disaggregated MoE Serving Paper • 2607.00466 • Published Jul 1 • 32
TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration Paper • 2606.04743 • Published Jun 3 • 47
Is Position Bias in Dense Retrievers Built In-or Learned from Data? Paper • 2605.26578 • Published May 26 • 21
OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources Paper • 2605.29250 • Published May 28 • 81
Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs? Paper • 2603.24472 • Published Mar 25 • 57
Understanding Reasoning in LLMs through Strategic Information Allocation under Uncertainty Paper • 2603.15500 • Published Mar 16 • 12
HalluCitation Matters: Revealing the Impact of Hallucinated References with 300 Hallucinated Papers in ACL Conferences Paper • 2601.18724 • Published Jan 26 • 7
Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed Paper • 2512.14067 • Published Dec 16, 2025 • 18
Budget-Aware Tool-Use Enables Effective Agent Scaling Paper • 2511.17006 • Published Nov 21, 2025 • 34
Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models Paper • 2511.08577 • Published Nov 11, 2025 • 110
Adaptive Multi-Agent Response Refinement in Conversational Systems Paper • 2511.08319 • Published Nov 11, 2025 • 42
LUT-LLM: Efficient Large Language Model Inference with Memory-based Computations on FPGAs Paper • 2511.06174 • Published Nov 9, 2025 • 8