Semantic Analysis

Probing Pre-trained Language Models for Semantic Attributes and their Values EMNLP 2021 Pushing on Text Readability Assessment: A Transformer Meets Handcrafted Linguistic Features EMNLP 2021 Quranic Verses Semantic Relatedness Using AraBERT EACL 2021 Rationales for Sequential Predictions EMNLP 2021 Reasoning over Entity-Action-Location Graph for Procedural Text Understanding ACL 2021 Recent Trends in Word Sense Disambiguation: A Survey IJCAI 2021 Reconstructing Implicit Knowledge with Language Models NAACL 2021 Relative Importance in Sentence Processing ACL 2021 RepGraph: Visualising and Analysing Meaning Representation Graphs EMNLP 2021 Representing Implicit Positive Meaning of Negated Statements in AMR EMNLP 2021 Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding Interspeech 2021 Revisiting Shallow Discourse Parsing in the PDTB-3: Handling Intra-sentential Implicits EMNLP 2021 Revisiting the Uniform Information Density Hypothesis EMNLP 2021 RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms EMNLP 2021 RuleBERT: Teaching Soft Rules to Pre-Trained Language Models EMNLP 2021 SAFFRON: tranSfer leArning For Food-disease RelatiOn extractioN NAACL 2021 Salience-Aware Event Chain Modeling for Narrative Understanding EMNLP 2021 Sample-efficient Linguistic Generalizations through Program Synthesis: Experiments with Phonology Problems ACL 2021 Scalar Adjective Identification and Multilingual Ranking NAACL 2021 SciConceptMiner: A system for large-scale scientific concept discovery ACL 2021 Self-trained Pretrained Language Models for Evidence Detection EMNLP 2021 Self-training with Few-shot Rationalization EMNLP 2021 Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding EMNLP 2021 Semantic Analysis of Verb-Noun Derivation in Princeton WordNet EACL 2021 Semantic Answer Similarity for Evaluating Question Answering Models EMNLP 2021