out-of-domain evaluation

Beyond Memorization: Assessing Semantic Generalization in Large Language Models Using Phrasal Constructions IJCNLP 2025 Generalizability of Media Frames: Corpus creation and analysis across countries EMNLP 2025 Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment Triplet Extraction EMNLP 2024 Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness NAACL 2024 GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic Evaluation ACL 2023 Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks EMNLP 2023 Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains ACL 2022 Practical Benefits of Feature Feedback Under Distribution Shift EMNLP 2022 Self-supervised Learning is More Robust to Dataset Imbalance ICLR 2022 Anatomy of OntoGUM—Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms EMNLP 2021 Automatic Data Acquisition for Event Coreference Resolution EACL 2021 Does Putting a Linguist in the Loop Improve NLU Data Collection? EMNLP 2021 Do We Know What We Don’t Know? Studying Unanswerable Questions beyond SQuAD 2.0 EMNLP 2021 On the Effects of Transformer Size on In- and Out-of-Domain Calibration EMNLP 2021 On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study ACL 2021 OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres ACL 2021 Masking Actor Information Leads to Fairer Political Claims Detection ACL 2020 Towards Robust and Privacy-preserving Text Representations ACL 2018 Using Linguistic Features to Improve the Generalization Capability of Neural Coreference Resolvers EMNLP 2018