conftrace_

out-of-domain generalization

76 papers

Explore in graph

Co-occurring keywords

domain generalization (1522) domain adaptation (4595) spurious correlation (279) large language model (13587) text classification (6793) data augmentation (3052) question answering (2963) curriculum learning (633) zero-shot learning (3650) reinforcement learning (4352)

Papers

R1-RE: Cross-Domain Relation Extraction with RLVR ACL 2026
Exploring Generative Process Reward Modeling for Semi-Structured Data: A Case Study of Table Question Answering EACL 2026
Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data ACL 2026
Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization ACL 2026
Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories ACL 2026
Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection COLING 2025
Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes CVPR 2025
Curr-ReFT: Overcoming Training Bottlenecks in Small-scale Vision-Language Models via Curriculum Reinforcement Finetuning EMNLP 2025
A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs EMNLP 2025
Layered Insights: Generalizable Analysis of Human Authorial Style by Leveraging All Transformer Layers EMNLP 2025
Analyzing Offensive Language Dataset Insights from Training Dynamics and Human Agreement Level COLING 2025
Rethinking Table Instruction Tuning ACL 2025
D^3: Scaling Up Deepfake Detection by Learning from Discrepancy CVPR 2025
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation ACL 2025
Explanation Regularisation through the Lens of Attributions COLING 2025
Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration NAACL 2025
Easy3D: A Simple Yet Effective Method for 3D Interactive Segmentation ICCV 2025
Superficial Self-Improved Reasoners Benefit from Model Merging EMNLP 2025
A Variational Approach for Mitigating Entity Bias in Relation Extraction ACL 2025
Knowledge Bridger: Towards Training-Free Missing Modality Completion CVPR 2025
A Reasoner for Real-World Event Detection: Scaling Reinforcement Learning via Adaptive Perplexity-Aware Sampling Strategy EMNLP 2025
EditGRPO: Reinforcement Learning with Post -Rollout Edits for Clinically Accurate Chest X-Ray Report Generation AACL 2025
StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis AAAI 2024
Multiple View Geometry Transformers for 3D Human Pose Estimation CVPR 2024
A Controlled Reevaluation of Coreference Resolution Models COLING 2024