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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

PaCo: Preconditions Attributed to Commonsense Knowledge EMNLP 2022
Capturing Topic Framing via Masked Language Modeling EMNLP 2022
Probing GPT-3’s Linguistic Knowledge on Semantic Tasks EMNLP 2022
AVA-TMP: A Human-in-the-Loop Multi-layer Dynamic Topic Modeling Pipeline EMNLP 2022
A Quantitative and Qualitative Analysis of Schizophrenia Language EMNLP 2022
On What it Means to Pay Your Fair Share: Towards Automatically Mapping Different Conceptions of Tax Justice in Legal Research Literature EMNLP 2022
Examining Political Rhetoric with Epistemic Stance Detection EMNLP 2022
Euphemism Detection by Transformers and Relational Graph Attention Network EMNLP 2022
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters EMNLP 2022
Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction EMNLP 2022
How to Do Things without Words: Modeling Semantic Drift of Emoji EMNLP 2022
SBU Figures It Out: Models Explain Figurative Language EMNLP 2022
STEPS: Semantic Typing of Event Processes with a Sequence-to-Sequence Approach AAAI 2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey AAAI 2022
Sense Embeddings are also Biased – Evaluating Social Biases in Static and Contextualised Sense Embeddings ACL 2022
Context Matters: A Pragmatic Study of PLMs’ Negation Understanding ACL 2022
Revisiting Automatic Evaluation of Extractive Summarization Task: Can We Do Better than ROUGE? ACL 2022
How Do Transformer-Architecture Models Address Polysemy of Korean Adverbial Postpositions? ACL 2022
Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections EMNLP 2022
Identifying Condescending Language: A Tale of Two Distinct Phenomena? EMNLP 2022
FLUTE: Figurative Language Understanding through Textual Explanations EMNLP 2022
The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative Correlative EMNLP 2022
Semantic Simplification for Sentiment Classification EMNLP 2022
Decomposing Natural Logic Inferences for Neural NLI EMNLP 2022
The Secret of Metaphor on Expressing Stronger Emotion EMNLP 2022