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Papers
CARE: Confidence-aware Ratio Estimation for Medical Biomarkers
MIDL 2026
ChartR: Evaluating Reasoning Accuracy and Robustness in Chart Question Answering
CVPR 2026
How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior
ACL 2026
JurisBench: A Deep Benchmark for Assessing Large Language Models in Professional Legal Practice
ACL 2026
LaCo: Layer-wise Compensation for Pruned Large Language Models
ACL 2026
Out of Style: RAG’s Fragility to Linguistic Variation
EACL 2026
QA-MoE: Towards a Continuous Reliability Spectrum with Quality-Aware Mixture of Experts for Robust Multimodal Sentiment Analysis
ACL 2026
Reinforcement Learning Enhanced Muti-hop Reasoning for Temporal Knowledge Question Answering
AAAI 2026
Revisiting Optimal Coding for I-ToF under Practical Sensor Constraints
CVPR 2026
Team BOBW (Best Of Both Worlds) at SemEval-2026 Task 3: Modular Cross-Attention Encoders for Dimensional Aspect-Based Sentiment Analysis
SemEval 2026
Beyond the First Error: Process Reward Models for Reflective Mathematical Reasoning
EMNLP 2025
CoMRes: Semi-Supervised Time Series Forecasting Utilizing Consensus Promotion of Multi-Resolution
ICLR 2025
Exploiting Task Reversibility of DRS Parsing and Generation: Challenges and Insights from a Multi-lingual Perspective
COLING 2025
Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent
EMNLP 2025
Minimizing Polarization and Disagreement in the Friedkin–Johnsen Model with Unknown Innate Opinions
IJCAI 2025
Preventing Rogue Agents Improves Multi-Agent Collaboration
ACL 2025
ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning
EMNLP 2025
Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction
EMNLP 2025
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems
EMNLP 2025
EDM3: Event Detection as Multi-task Text Generation
NAACL 2024
Errors are Robustly Tamed in Cumulative Knowledge Processes
COLT 2024
Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization
NeurIPS 2024
MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models
EMNLP 2024
On Error Propagation of Diffusion Models
ICLR 2024
On the Error-Propagation of Inexact Hotelling’s Deflation for Principal Component Analysis
ICML 2024