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Semantic Analysis

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Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis NAACL 2022
Unified Semantic Typing with Meaningful Label Inference NAACL 2022
WiC = TSV = WSD: On the Equivalence of Three Semantic Tasks NAACL 2022
Event Schema Induction with Double Graph Autoencoders NAACL 2022
Label Anchored Contrastive Learning for Language Understanding NAACL 2022
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations NAACL 2022
Inducing and Using Alignments for Transition-based AMR Parsing NAACL 2022
Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models NAACL 2022
Locally Aggregated Feature Attribution on Natural Language Model Understanding NAACL 2022
On the Diversity and Limits of Human Explanations NAACL 2022
Implicit n-grams Induced by Recurrence NAACL 2022
BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation NAACL 2022
DISAPERE: A Dataset for Discourse Structure in Peer Review Discussions NAACL 2022
DocTime: A Document-level Temporal Dependency Graph Parser NAACL 2022
On the Machine Learning of Ethical Judgments from Natural Language NAACL 2022
SUBS: Subtree Substitution for Compositional Semantic Parsing NAACL 2022
Putting the Con in Context: Identifying Deceptive Actors in the Game of Mafia NAACL 2022
NewsEdits: A News Article Revision Dataset and a Novel Document-Level Reasoning Challenge NAACL 2022
Document-Level Relation Extraction with Sentences Importance Estimation and Focusing NAACL 2022
Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge NAACL 2022
HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System COLING 2022
When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it NAACL 2022
Do Trajectories Encode Verb Meaning? NAACL 2022
Semantically Informed Slang Interpretation NAACL 2022
A Transition-based Method for Complex Question Understanding COLING 2022