natural language understanding

DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing ICLR 2023 Debias NLU Datasets via Training-free Perturbations EMNLP 2023 Deep Model Compression Also Helps Models Capture Ambiguity ACL 2023 Detecting Argumentative Fallacies in the Wild: Problems and Limitations of Large Language Models EMNLP 2023 DetermiNet: A Large-Scale Diagnostic Dataset for Complex Visually-Grounded Referencing using Determiners ICCV 2023 Did You Mean...? Confidence-based Trade-offs in Semantic Parsing EMNLP 2023 DMLM: Descriptive Masked Language Modeling ACL 2023 Do Language Models Have a Common Sense regarding Time? Revisiting Temporal Commonsense Reasoning in the Era of Large Language Models EMNLP 2023 ELQA: A Corpus of Metalinguistic Questions and Answers about English ACL 2023 Empathy Identification Systems are not Accurately Accounting for Context EACL 2023 Enhancing Language Representation with Constructional Information for Natural Language Understanding ACL 2023 Enhancing Reasoning Capabilities by Instruction Learning and Chain-of-Thoughts for Implicit Discourse Relation Recognition EMNLP 2023 Entailment as Robust Self-Learner ACL 2023 Evaluating Subjective Cognitive Appraisals of Emotions from Large Language Models EMNLP 2023 Feature-Level Debiased Natural Language Understanding AAAI 2023 Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations? IJCAI 2023 GLADIS: A General and Large Acronym Disambiguation Benchmark EACL 2023 GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-Distribution Generalization Perspective ACL 2023 GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP EMNLP 2023 Grounded and well-rounded: a methodological approach to the study of cross-modal and cross-lingual grounding EMNLP 2023 Grounding Complex Natural Language Commands for Temporal Tasks in Unseen Environments CoRL 2023 Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers EMNLP 2023 HeGeL: A Novel Dataset for Geo-Location from Hebrew Text ACL 2023 HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark EMNLP 2023 How Do In-Context Examples Affect Compositional Generalization? ACL 2023