Semantic Analysis

Assessing Monotonicity Reasoning in Dutch through Natural Language Inference EACL 2023 Assessing Step-by-Step Reasoning against Lexical Negation: A Case Study on Syllogism EMNLP 2023 A Tale of Two Laws of Semantic Change: Predicting Synonym Changes with Distributional Semantic Models ACL 2023 A Unified Framework for Synaesthesia Analysis EMNLP 2023 Automated evaluation of written discourse coherence using GPT-4 ACL 2023 Automatic Analysis of Substantiation in Scientific Peer Reviews EMNLP 2023 Automatic Debate Evaluation with Argumentation Semantics and Natural Language Argument Graph Networks EMNLP 2023 Automatic Readability Assessment for Closely Related Languages ACL 2023 A Weakly-Supervised Learning Approach to the Identification of “Alternative Lexicalizations” in Shallow Discourse Parsing ACL 2023 Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors EMNLP 2023 BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing NeurIPS 2023 BERTie Bott’s Every Flavor Labels: A Tasty Introduction to Semantic Role Labeling for Galician EMNLP 2023 Beyond The Text: Analysis of Privacy Statements through Syntactic and Semantic Role Labeling EMNLP 2023 BLM-s/lE: A structured dataset of English spray-load verb alternations for testing generalization in LLMs EMNLP 2023 Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy EMNLP 2023 CAMRA: Copilot for AMR Annotation EMNLP 2023 Can ChatGPT Understand Causal Language in Science Claims? ACL 2023 Can Language Models Be Tricked by Language Illusions? Easier with Syntax, Harder with Semantics CoNLL 2023 Can language models learn analogical reasoning? Investigating training objectives and comparisons to human performance EMNLP 2023 Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs NeurIPS 2023 Can Pretrained Language Models Derive Correct Semantics from Corrupt Subwords under Noise? ACL 2023 Can Word Sense Distribution Detect Semantic Changes of Words? EMNLP 2023 Causal Reasoning of Entities and Events in Procedural Texts EACL 2023 CEFR-based Contextual Lexical Complexity Classifier in English and French ACL 2023 Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding EMNLP 2023