compositional semantics

MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation ACL 2026 The Imperfective Paradox in Large Language Models ACL 2026 Breaking Token Into Concepts: Exploring Extreme Compression in Token Representation Via Compositional Shared Semantics EMNLP 2025 Compositionality and Event Retrieval in Complement Coercion: A Study of Language Models in a Low-resource Setting CoNLL 2025 Evaluating Compositional Generalisation in VLMs and Diffusion Models EMNLP 2025 The ‘aftermath’ of compounds: Investigating Compounds and their Semantic Representations IJCNLP 2025 What does memory retrieval leave on the table? Modelling the Cost of Semi-Compositionality with MINERVA2 and sBERT CoNLL 2025 ISO 24617-12: A New Standard for Semantic Annotation COLING 2024 LCGbank: A Corpus of Syntactic Analyses Based on Proof Nets COLING 2024 Scope-enhanced Compositional Semantic Parsing for DRT EMNLP 2024 A Neural Model for Compositional Word Embeddings and Sentence Processing ACL 2022 Compositionality as an Analogical Process: Introducing ANNE AACL 2022 Compositional Semantics and Inference System for Temporal Order based on Japanese CCG ACL 2022 Dialogue Meaning Representation for Task-Oriented Dialogue Systems EMNLP 2022 DRS Parsing as Sequence Labeling NAACL 2022 Revisit Systematic Generalization via Meaningful Learning EMNLP 2022 Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP NeurIPS 2021 Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction NAACL 2021 LTL2Action: Generalizing LTL Instructions for Multi-Task RL ICML 2021 SHAPELURN: An Interactive Language Learning Game with Logical Inference ACL 2021 Assessing Phrasal Representation and Composition in Transformers EMNLP 2020 Compositional and Lexical Semantics in RoBERTa, BERT and DistilBERT: A Case Study on CoQA EMNLP 2020 Neural Natural Language Inference Models Partially Embed Theories of Lexical Entailment and Negation EMNLP 2020 PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding EMNLP 2020 Representation Learning for Type-Driven Composition CoNLL 2020