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semantic analysis

785 papers

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SNACS

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large language model (12755) text classification (6776) natural language inference (1278) language model (4573) word embedding (1764) natural language processing (2027) natural language understanding (845) representation learning (6174) word sense disambiguation (320) lexical semantics (325)

Papers

Local Structure Matters Most in Most Languages AACL 2022
MaChAmp at SemEval-2022 Tasks 2, 3, 4, 6, 10, 11, and 12: Multi-task Multi-lingual Learning for a Pre-selected Set of Semantic Datasets SEMEVAL 2022
Edinburgh at SemEval-2022 Task 1: Jointly Fishing for Word Embeddings and Definitions SEMEVAL 2022
A Multi-turn Machine Reading Comprehension Framework with Rethink Mechanism for Emotion-Cause Pair Extraction COLING 2022
QualiAssistant: Extracting Qualia Structures from Texts COLING 2022
A Two Stage Adaptation Framework for Frame Detection via Prompt Learning COLING 2022
Negation, Coordination, and Quantifiers in Contextualized Language Models COLING 2022
Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection NAACL 2022
PALI at SemEval-2022 Task 7: Identifying Plausible Clarifications of Implicit and Underspecified Phrases in Instructional Texts NAACL 2022
Semantics-aware Attention Improves Neural Machine Translation NAACL 2022
Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling NAACL 2022
Mining Clues from Incomplete Utterance: A Query-enhanced Network for Incomplete Utterance Rewriting NAACL 2022
A Survey on Neural Open Information Extraction: Current Status and Future Directions IJCAI 2022
Interactive Information Extraction by Semantic Information Graph IJCAI 2022
Probing Linguistic Information for Logical Inference in Pre-trained Language Models AAAI 2022
Predicting Above-Sentence Discourse Structure Using Distant Supervision from Topic Segmentation AAAI 2022
Semantically Contrastive Learning for Low-Light Image Enhancement AAAI 2022
Equivalence in Argumentation Frameworks with a Claim-Centric View – Classical Results with Novel Ingredients AAAI 2022
Characterizing Idioms: Conventionality and Contingency ACL 2022
Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations ACL 2022
On the Geometry of Concreteness ACL 2022
Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding EMNLP 2022
POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events EMNLP 2022
Are representations built from the ground up? An empirical examination of local composition in language models EMNLP 2022
Can Transformers Reason in Fragments of Natural Language? EMNLP 2022