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- VOLARE - Visual Ontological LAnguage REpresentation — 2024 · Proceedings of the Fifth International Workshop on Designing Meaning Representations @ LREC-COLING 2024
- X-AMR Annotation Tool — 2024 · Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations
- YARN is All You Knit: Encoding Multiple Semantic Phenomena with Layers — 2024 · Proceedings of the Fifth International Workshop on Designing Meaning Representations @ LREC-COLING 2024
- Zero-shot Event Detection Using a Textual Entailment Model as an Enhanced Annotator — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
- 从句子图到篇章图–––基于抽象语义表示的篇章级共指标注体系设计(Discourse-Level Anaphora Annotation System Based on Abstract Semantic Representation) — 2024 · Proceedings of the 23rd Chinese National Conference on Computational Linguistics (Volume 1: Main Conference)
- 基于大语言模型的事件常识知识图谱扩展方法 — 2024 · 软件学报 (Journal of Software)
- 面向中文抽象语义表示解析的大模型评估与增强 — 2024 · Proceedings of the 23rd Chinese National Conference on Computational Linguistics (Volume 3: Evaluations)
- A Kind Introduction to Lexical and Grammatical Aspect, with a Survey of Computational Approaches — 2023 · Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics
- A Perspective on Anchoring and Dialogue History Propagation for Smoother Interactions with Spoken Task-Oriented Dialogue Systems — 2023 · Proceedings of the 19th Annual Meeting of the Young Reseachers' Roundtable on Spoken Dialogue Systems
- A Unified View of Evaluation Metrics for Structured Prediction — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- AMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation Suite — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- AMR Parsing with Causal Hierarchical Attention and Pointers — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- AMR Parsing with Instruction Fine-tuned Pre-trained Language Models — 2023 · arXiv:2304.12272
- AMR-TST: Abstract Meaning Representation-based Text Style Transfer — our card · 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- AMR-based Network for Aspect-based Sentiment Analysis — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- AMR4NLI: Interpretable and robust NLI measures from semantic graphs — 2023 · Proceedings of the 15th International Conference on Computational Semantics
- AMRs Assemble! Learning to Ensemble with Autoregressive Models for AMR Parsing — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Abstract Meaning Representation for Grounded Human-Robot Communication — 2023 · Proceedings of the Fourth International Workshop on Designing Meaning Representations
- Adverbs, Surprisingly — 2023 · Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023)
- An Overview Of Temporal Commonsense Reasoning and Acquisition — 2023 · arXiv:2308.00002
- Analyse sémantique AMR pour le français par transfert translingue — 2023 · Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles (TALN), volume 2 : travaux de recherche originaux – articles courts
- Annotating Situated Actions in Dialogue — 2023 · Proceedings of the Fourth International Workshop on Designing Meaning Representations
- Best of Both Worlds: Towards Improving Temporal Knowledge Base Question Answering via Targeted Fact Extraction — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- Bridging Semantic Frameworks: mapping DRS onto AMR — our card · 2023 · Proceedings of the 15th International Conference on Computational Semantics
- CAMRA: Copilot for AMR Annotation — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations
- CCL23-Eval 任务2系统报告:WestlakeNLP,基于生成式大语言模型的中文抽象语义表示解析(System Report for CCL23-Eval Task 2: WestlakeNLP, Investigating Generative Large Language Models for Chinese AMR Parsing) — 2023 · Proceedings of the 22nd Chinese National Conference on Computational Linguistics (Volume 3: Evaluations)
- CCL23-Eval 任务2系统报告:基于大型语言模型的中文抽象语义表示解析(System Report for CCL23-Eval Task 2: Chinese Abstract Meaning Representation Parsing based on Large Language Models) — 2023 · Proceedings of the 22nd Chinese National Conference on Computational Linguistics (Volume 3: Evaluations)
- Claim Extraction via Subgraph Matching over Modal and Syntactic Dependencies — 2023 · Proceedings of the Fourth International Workshop on Designing Meaning Representations
- CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- Code4Struct: Code Generation for Few-Shot Event Structure Prediction — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Comparing UMR and Cross-lingual Adaptations of AMR — 2023 · Proceedings of the Fourth International Workshop on Designing Meaning Representations
- Connecting Symbolic Statutory Reasoning with Legal Information Extraction — 2023 · Proceedings of the Natural Legal Language Processing Workshop 2023
- Construction Grammar Provides Unique Insight into Neural Language Models — 2023 · Proceedings of the First International Workshop on Construction Grammars and NLP (CxGs+NLP, GURT/SyntaxFest 2023)
- Cross-lingual AMR Aligner: Paying Attention to Cross-Attention — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Error Exploration for Automatic Abstract Meaning Representation Parsing — 2023 · Proceedings of the 15th International Conference on Computational Semantics
- Evaluate AMR Graph Similarity via Self-supervised Learning — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Evaluating Zero-Shot Event Structures: Recommendations for Automatic Content Extraction (ACE) Annotations — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Event Extraction as Question Generation and Answering — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Event Semantic Knowledge in Procedural Text Understanding — 2023 · Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023)
- Explaining with Contrastive Phrasal Highlighting: A Case Study in Assisting Humans to Detect Translation Differences — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- Exploiting Abstract Meaning Representation for Open-Domain Question Answering — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction — 2023 · arXiv:2303.04132
- Extracting higher-order logic formulas from English sentences — 2023 · Proceedings of the 6th International Conference on Natural Language and Speech Processing (ICNLSP 2023)
- FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Formal Semantics for Dependency Grammar — 2023 · Proceedings of the Seventh International Conference on Dependency Linguistics (Depling, GURT/SyntaxFest 2023)
- From Sentence to Action: Splitting AMR Graphs for Recipe Instructions — 2023 · Proceedings of the Fourth International Workshop on Designing Meaning Representations
- Functional Distributional Semantics at Scale — 2023 · Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023)
- Generation and Polynomial Parsing of Graph Languages with Non-Structural Reentrancies — 2023 · Computational Linguistics
- Guiding AMR Parsing with Reverse Graph Linearization — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
- Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- Improving Grammar-based Sequence-to-Sequence Modeling with Decomposition and Constraints — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Improving Long Dialogue Summarization with Semantic Graph Representation — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Incorporating Graph Information in Transformer-based AMR Parsing — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Introducing VULCAN: A Visualization Tool for Understanding Our Models and Data by Example — 2023 · Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP
- Investigating the Impact of Syntax-Enriched Transformers on Quantity Extraction in Scientific Texts — 2023 · Proceedings of the Second Workshop on Information Extraction from Scientific Publications
- Investigating the Representation of Open Domain Dialogue Context for Transformer Models — 2023 · Proceedings of the 24th Annual Meeting of the Special Interest Group on Discourse and Dialogue
- JSEEGraph: Joint Structured Event Extraction as Graph Parsing — 2023 · Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023)
- Learning Co-Speech Gesture for Multimodal Aphasia Type Detection — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Learning from a Friend: Improving Event Extraction via Self-Training with Feedback from Abstract Meaning Representation — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Les jeux de données en compréhension du langage naturel et parlé : paradigmes d''annotation et représentations sémantiques — 2023 · Actes de CORIA-TALN 2023. Actes des 16e Rencontres Jeunes Chercheurs en RI (RJCRI) et 25e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL)
- Leveraging Active Learning to Minimise SRL Annotation Across Corpora — 2023 · Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023)
- Linguistic representations for fewer-shot relation extraction across domains — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- MR4AP: Meaning Representation for Application Purposes — 2023 · Proceedings of the Fourth International Workshop on Designing Meaning Representations
- Meaning-Text Theory within Abstract Categorial Grammars: Toward Paraphrase and Lexical Function Modeling for Text Generation — 2023 · Proceedings of the 15th International Conference on Computational Semantics
- Measuring Fine-Grained Semantic Equivalence with Abstract Meaning Representation — our card · 2023 · Proceedings of the 15th International Conference on Computational Semantics
- MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- Modelling Language Acquisition through Syntactico-Semantic Pattern Finding — 2023 · Findings of the Association for Computational Linguistics: EACL 2023
- NLP Workbench: Efficient and Extensible Integration of State-of-the-art Text Mining Tools — 2023 · Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations
- On the Effects of Structural Modeling for Neural Semantic Parsing — 2023 · Proceedings of the 27th Conference on Computational Natural Language Learning (CoNLL)
- On the Potential and Limitations of Few-Shot In-Context Learning to Generate Metamorphic Specifications for Tax Preparation Software — 2023 · Proceedings of the Natural Legal Language Processing Workshop 2023
- On the Relationship between Frames and Emotionality in Text — 2023 · Northern European Journal of Language Technology
- Overview of CCL23-Eval Task 2: The Third Chinese Abstract Meaning Representation Parsing Evaluation — 2023 · Proceedings of the 22nd Chinese National Conference on Computational Linguistics (Volume 3: Evaluations)
- PARSEME Meets Universal Dependencies: Getting on the Same Page in Representing Multiword Expressions — 2023
- ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation — our card · 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Pre-Trained Language-Meaning Models for Multilingual Parsing and Generation — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Predicates and entities in Abstract Meaning Representation — 2023 · Proceedings of the Seventh International Conference on Dependency Linguistics (Depling, GURT/SyntaxFest 2023)
- Question-Interlocutor Scope Realized Graph Modeling over Key Utterances for Dialogue Reading Comprehension — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation — 2023
- Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
- SMARAGD: Learning SMatch for Accurate and Rapid Approximate Graph Distance — 2023 · Proceedings of the 15th International Conference on Computational Semantics
- SMATCH++: Standardized and Extended Evaluation of Semantic Graphs — 2023 · Findings of the Association for Computational Linguistics: EACL 2023
- Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
- Semantic Structure Enhanced Event Causality Identification — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Semantically-informed Hierarchical Event Modeling — 2023 · Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023)
- SignON: Sign Language Translation. Progress and challenges. — 2023 · Proceedings of the 24th Annual Conference of the European Association for Machine Translation
- SimpLex: a lexical text simplification architecture — 2023 · arXiv:2304.07002 · Neural Computing and Applications, 35(8):6265-6280, 2023
- Slide, Constrain, Parse, Repeat: Synchronous SlidingWindows for Document AMR Parsing — 2023 · arXiv:2305.17273
- Structural and Global Features for Comparing Semantic Representation Formalisms — 2023 · Proceedings of the Fourth International Workshop on Designing Meaning Representations
- The Art of Prompting: Event Detection based on Type Specific Prompts — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- The Case for Scalable, Data-Driven Theory: A Paradigm for Scientific Progress in NLP — 2023 · Proceedings of the Big Picture Workshop
- The Sequence Notation: Catching Complex Meanings in Simple Graphs — 2023 · Proceedings of the 15th International Conference on Computational Semantics
- The argument–adjunct distinction in BERT: A FrameNet-based investigation — 2023 · Proceedings of the 15th International Conference on Computational Semantics
- Towards Controllable Natural Language Inference through Lexical Inference Types — 2023 · arXiv:2308.03581
- UMR Annotation of Multiword Expressions — our card · 2023 · Proceedings of the Fourth International Workshop on Designing Meaning Representations
- UMR annotation of Chinese Verb compounds and related constructions — 2023 · Proceedings of the First International Workshop on Construction Grammars and NLP (CxGs+NLP, GURT/SyntaxFest 2023)
- UMR-Writer 2.0: Incorporating a New Keyboard Interface and Workflow into UMR-Writer — 2023 · Proceedings of the 17th Linguistic Annotation Workshop (LAW-XVII)
- Use Defines Possibilities: Reasoning about Object Function to Interpret and Execute Robot Instructions — 2023 · Proceedings of the 15th International Conference on Computational Semantics
- Vers une implémentation de la théorie sens-texte avec les grammaires catégorielles abstraites — 2023 · Actes de CORIA-TALN 2023. Actes des 16e Rencontres Jeunes Chercheurs en RI (RJCRI) et 25e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL)