Semantic Analysis

Knowledge-driven Natural Language Understanding of English Text and its Applications AAAI 2021 Knowledge Informed Semantic Parsing for Conversational Question Answering ACL 2021 Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification EMNLP 2021 Language Models for Lexical Inference in Context EACL 2021 Learning Prototypical Functions for Physical Artifacts ACL 2021 Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction ACL 2021 LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching AAAI 2021 “Let Your Characters Tell Their Story”: A Dataset for Character-Centric Narrative Understanding EMNLP 2021 Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation EMNLP 2021 Lexical Semantic Recognition ACL 2021 LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations ACL 2021 LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation SemEval 2021 Lotus at SemEval-2021 Task 2: Combination of BERT and Paraphrasing for English Word Sense Disambiguation SemEval 2021 Low Anisotropy Sense Retrofitting (LASeR) : Towards Isotropic and Sense Enriched Representations NAACL 2021 MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers SemEval 2021 Measuring Association Between Labels and Free-Text Rationales EMNLP 2021 Measuring Sentence-Level and Aspect-Level (Un)certainty in Science Communications EMNLP 2021 Measuring Similarity of Opinion-bearing Sentences EMNLP 2021 MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories NAACL 2021 MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation ACL 2021 Modeling Event Plausibility with Consistent Conceptual Abstraction NAACL 2021 Modeling Human Mental States with an Entity-based Narrative Graph NAACL 2021 Modeling Mathematical Notation Semantics in Academic Papers EMNLP 2021 More than Text: Multi-modal Chinese Word Segmentation ACL 2021 Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning ACL 2021