Semantic Analysis

Probing Quantifier Comprehension in Large Language Models: Another Example of Inverse Scaling EMNLP 2023 PromptARA: Improving Deep Representation in Hybrid Automatic Readability Assessment with Prompt and Orthogonal Projection EMNLP 2023 Prompting is not a substitute for probability measurements in large language models EMNLP 2023 PROPRES: Investigating the Projectivity of Presupposition with Various Triggers and Environments CoNLL 2023 PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition ACL 2023 PTCSpell: Pre-trained Corrector Based on Character Shape and Pinyin for Chinese Spelling Correction ACL 2023 (QA)2: Question Answering with Questionable Assumptions ACL 2023 Quantifying the redundancy between prosody and text EMNLP 2023 Quantization-aware and Tensor-compressed Training of Transformers for Natural Language Understanding Interspeech 2023 Quantum-Inspired Representation for Long-Tail Senses of Word Sense Disambiguation AAAI 2023 Quirk or Palmer: A Comparative Study of Modal Verb Frameworks with Annotated Datasets CoNLL 2023 Quote Detection: A New Task and Dataset for NLP EACL 2023 Rarely a problem? Language models exhibit inverse scaling in their predictions following few-type quantifiers ACL 2023 RCLN at SemEval-2023 Task 1: Leveraging Stable Diffusion and Image Captions for Visual WSD SemEval 2023 Reasoning about Ambiguous Definite Descriptions EMNLP 2023 Reducing Knowledge Noise for Improved Semantic Analysis in Biomedical Natural Language Processing Applications ACL 2023 Relationality and Offensive Speech: A Research Agenda ACL 2023 RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL AAAI 2023 Responsible AI Considerations in Text Summarization Research: A Review of Current Practices EMNLP 2023 RETRACTED: McOmet: Multimodal Fusion Transformer for Physical Audiovisual Commonsense Reasoning AAAI 2023 Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty EMNLP 2023 Rich Event Modeling for Script Event Prediction AAAI 2023 Robust Natural Language Understanding with Residual Attention Debiasing ACL 2023 Role of Context in Unsupervised Sentence Representation Learning: the Case of Dialog Act Modeling EMNLP 2023 ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning ICLR 2023