Shared Doubt: Zero-shot Cross-Lingual Confidence Estimation for Language Models
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Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging
Unlearning's Blind Spots: Over-Unlearning and Prototypical Relearning Attack
Skill Availability and Presentation Granularity in Large-Language-Model Agents: A Control…
PithTrain: A Compact and Agent-Native MoE Training System
Skill Reuse as Compression in Agentic RL
Feature-Optimized Vision for Adaptive 3D Scene Reconstruction
What Gets Unmasked First? Trajectory Analysis of Diffusion Models for Graph-to-Text Gener…
Lumos-Nexus: Efficient Frequency Bridging with Homogeneous Latent Space for Video Unified…
NEMO: Execution-Aware Optimization Modeling via Autonomous Coding Agents
TUX: Measuring Human--AI Tacit Understanding
Federated Variational Preference Alignment with Gumbel-Softmax Prior for Personalized Use…
Revisiting Padded Transformer Expressivity: Which Architectural Choices Matter and Which …
BilliardPhys-Bench: Benchmarking Physical Reasoning and Visual Dynamics of Multimodal LLMs
LLMs Without Deep Neural Networks: New Architecture, Benefits and Case Study
GraphARC: A Comprehensive Benchmark for Graph-Based Abstract Reasoning
Your Teacher Can't Help You Here: Combating Supervision Fidelity Decay in On-Policy Disti…
GaMi: Geometry-Agnostic Material Identification via Cross-Modal Subtractive Disentangleme…
CobSeg: Coherence Boundary Modeling for Dialogue Topic Segmentation
XOResNet: Exclusive-OR Meta-Residuals Facilitate Deep Spiking Neural Networks Learning
SWIM: Single-Instance Whole-Body Imitation for swiMming
Learning to Solve and Optimize by Evolving Code
COMPASS: Cognitive MCTS-Guided Process Alignment for Safe Search Agents
Language Models Learn Constructional Semantics, Not To Mention Syntax: Investigating LM U…
On Efficient Scaling of GNNs via IO-Aware Layers Implementations
Fine-grained Verification via Diagnostic Reasoning Supervision for Aspect Sentiment Tripl…
Used Car Salesbots? Honesty and Credulity of LLMs as Bargaining Agents under Partial Info…
DOA: Training-Free Decoder-Only Attention Policy for Long-Form Simultaneous Translation w…
The Sword, Shield, and Achilles' Heel: Characterizing the Linguistic Inductive Bias of La…
Target-Side Paraphrase Augmentation for Sign Language Translation with Large Language Mod…