Natural Language Understanding

R-AT: Regularized Adversarial Training for Natural Language Understanding EMNLP 2022 Revisiting the Effects of Leakage on Dependency Parsing ACL 2022 SafeText: A Benchmark for Exploring Physical Safety in Language Models EMNLP 2022 Semi-supervised Adversarial Text Generation based on Seq2Seq models EMNLP 2022 Speaker Information Can Guide Models to Better Inductive Biases: A Case Study On Predicting Code-Switching ACL 2022 StoryER: Automatic Story Evaluation via Ranking, Rating and Reasoning EMNLP 2022 Structural generalization is hard for sequence-to-sequence models EMNLP 2022 Structure-Unified M-Tree Coding Solver for Math Word Problem EMNLP 2022 Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing ACL 2022 T5QL: Taming language models for SQL generation EMNLP 2022 Table-To-Text generation and pre-training with TabT5 EMNLP 2022 TamilATIS: Dataset for Task-Oriented Dialog in Tamil ACL 2022 Task-driven augmented data evaluation EMNLP 2022 Text Simplification for Legal Domain: Insights and Challenges EMNLP 2022 The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design ICLR 2022 The Secret of Metaphor on Expressing Stronger Emotion EMNLP 2022 Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework EMNLP 2022 Towards Responsible Natural Language Annotation for the Varieties of Arabic ACL 2022 Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis EMNLP 2022 WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding NAACL 2022 What are the best Systems? New Perspectives on NLP Benchmarking NeurIPS 2022 What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural text ACL 2022 What Was Your Name Again? Interrogating Generative Conversational Models For Factual Consistency Evaluation EMNLP 2022 When did you become so smart, oh wise one?! Sarcasm Explanation in Multi-modal Multi-party Dialogues ACL 2022 When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems EMNLP 2022