Semantic Analysis

Attention as Grounding: Exploring Textual and Cross-Modal Attention on Entities and Relations in Language-and-Vision Transformer ACL 2022 A Two Stage Adaptation Framework for Frame Detection via Prompt Learning COLING 2022 A Two-Stage Approach towards Generalization in Knowledge Base Question Answering EMNLP 2022 A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction NAACL 2022 A Unified Framework for Intrinsic Evaluation of Word-Embedding Algorithms IJCAI 2022 Automating Interlingual Homograph Recognition with Parallel Sentences AACL 2022 AVA-TMP: A Human-in-the-Loop Multi-layer Dynamic Topic Modeling Pipeline EMNLP 2022 BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome Language Barriers AAAI 2022 Bayesian Deep Embedding Topic Meta-Learner ICML 2022 BiBL: AMR Parsing and Generation with Bidirectional Bayesian Learning COLING 2022 BioSimCSE: BioMedical Sentence Embeddings using Contrastive learning EMNLP 2022 BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation NAACL 2022 Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs EMNLP 2022 Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion ACL 2022 Byte-Level Massively Multilingual Semantic Parsing EMNLP 2022 Can AMR Assist Legal and Logical Reasoning? EMNLP 2022 Can Rationalization Improve Robustness? NAACL 2022 Can Transformers Reason in Fragments of Natural Language? EMNLP 2022 Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? ACL 2022 Can Yes-No Question-Answering Models be Useful for Few-Shot Metaphor Detection? EMNLP 2022 Capturing Topic Framing via Masked Language Modeling EMNLP 2022 CauAIN: Causal Aware Interaction Network for Emotion Recognition in Conversations IJCAI 2022 ChapterBreak: A Challenge Dataset for Long-Range Language Models NAACL 2022 Character Jacobian: Modeling Chinese Character Meanings with Deep Learning Model COLING 2022 CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues ACL 2022