Semantic Analysis

Figuratively Speaking: Authorship Attribution via Multi-Task Figurative Language Modeling ACL 2024 FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024 FOOL ME IF YOU CAN! An Adversarial Dataset to Investigate the Robustness of LMs in Word Sense Disambiguation EMNLP 2024 Formal Semantic Controls over Language Models COLING 2024 FRACAS: a FRench Annotated Corpus of Attribution relations in newS COLING 2024 Frame Semantic Role Labeling Using Arbitrary-Order Conditional Random Fields AAAI 2024 FRAPPE: FRAming, Persuasion, and Propaganda Explorer EACL 2024 FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in LLMs EMNLP 2024 Gaining More Insight into Neural Semantic Parsing with Challenging Benchmarks COLING 2024 Generative Dictionary: Improving Language Learner Understanding with Contextual Definitions EMNLP 2024 German SRL: Corpus Construction and Model Training COLING 2024 GINopic: Topic Modeling with Graph Isomorphism Network NAACL 2024 GLAMR: Augmenting AMR with GL-VerbNet Event Structure COLING 2024 GROUNDHOG: Grounding Large Language Models to Holistic Segmentation CVPR 2024 Harnessing Toulmin’s theory for zero-shot argument explication ACL 2024 Hateful Word in Context Classification EMNLP 2024 HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents EMNLP 2024 Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm ACL 2024 How do Language Models Bind Entities in Context? ICLR 2024 Human Temporal Inferences Go Beyond Aspectual Class EACL 2024 Identifying Narrative Patterns and Outliers in Holocaust Testimonies Using Topic Modeling COLING 2024 IITK at SemEval-2024 Task 1: Contrastive Learning and Autoencoders for Semantic Textual Relatedness in Multilingual Texts SemEval 2024 Image Matters: A New Dataset and Empirical Study for Multimodal Hyperbole Detection COLING 2024 Improved Visual Grounding through Self-Consistent Explanations CVPR 2024 Improving Large Language Models in Event Relation Logical Prediction ACL 2024