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- Refine, Align, and Aggregate: Multi-view Linguistic Features Enhancement for Aspect Sentiment Triplet Extraction — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
- Relation between Cross-Genre and Cross-Topic Transfer in Dependency Parsing — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
- Representation Alignment and Adversarial Networks for Cross-lingual Dependency Parsing — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
- Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- ScriptMix: Mixing Scripts for Low-resource Language Parsing — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
- Syntactic Language Change in English and German: Metrics, Parsers, and Convergences — our card · 2024 · arXiv:2402.11549
- Syntactic parsing: where are we going? — 2024 · Proceedings of the 15th Brazilian Symposium in Information and Human Language Technology
- Targeted Multilingual Adaptation for Low-resource Language Families — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
- Turiya at DialAM-2024: Inference Anchoring Theory Based LLM Parsers — 2024 · Proceedings of the 11th Workshop on Argument Mining (ArgMining 2024)
- Une approche par graphe pour l'analyse syntaxique en dépendances de bout en bout de la parole — 2024 · Actes de la 31ème Conférence sur le Traitement Automatique des Langues Naturelles, volume 1 : articles longs et prises de position
- Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
- When Only Time Will Tell: Interpreting How Transformers Process Local Ambiguities Through the Lens of Restart-Incrementality — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- A Novel Table-to-Graph Generation Approach for Document-Level Joint Entity and Relation Extraction — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- A Pilot Study on Dialogue-Level Dependency Parsing for Chinese — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- A dynamic programming algorithm for span-based nested named-entity recognition in $O(n^2)$ — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Addressing NER Annotation Noises with Uncertainty-Guided Tree-Structured CRFs — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Aspect and Opinion Term Extraction Using Graph Attention Network — 2023 · Proceedings of the 20th International Conference on Natural Language Processing (ICON)
- Attention sur les spans pour l'analyse syntaxique en constituants — 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
- Calibrated Interpretation: Confidence Estimation in Semantic Parsing — 2023
- CamelParser2.0: A State-of-the-Art Dependency Parser for Arabic — our card · 2023 · Proceedings of ArabicNLP 2023
- Combining Tradition with Modernness: Exploring Event Representations in Vision-and-Language Models for Visual Goal-Step Inference — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)
- Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
- Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Contextualized Semantic Distance between Highly Overlapped Texts — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Cross-Lingual Transfer with Language-Specific Subnetworks for Low-Resource Dependency Parsing — 2023 · Computational Linguistics
- Data-Efficient French Language Modeling with CamemBERTa — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Data-efficient Active Learning for Structured Prediction with Partial Annotation and Self-Training — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
- Deep Span Representations for Named Entity Recognition — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Discontinuous Combinatory Constituency Parsing — 2023 · Transactions of the Association for Computational Linguistics
- Distilling Efficient Language-Specific Models for Cross-Lingual Transfer — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures — 2023 · Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023)
- End-to-End Argument Mining over Varying Rhetorical Structures — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- End-to-end Dependency Parsing via Auto-regressive Large Language Model — 2023 · Proceedings of the Ninth Italian Conference on Computational Linguistics (CLiC-it 2023)
- Enhancing Grammatical Error Correction Systems with Explanations — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Evaluating a Universal Dependencies Conversion Pipeline for Icelandic — 2023 · Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa)
- Explainability for Large Language Models: A Survey — 2023 · arXiv:2309.01029
- Exploiting Emotion-Semantic Correlations for Empathetic Response Generation — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
- Hedging in diachrony: the case of Vedic Sanskrit iva — 2023 · Proceedings of the 21st International Workshop on Treebanks and Linguistic Theories (TLT, GURT/SyntaxFest 2023)
- Hexatagging: Projective Dependency Parsing as Tagging — our card · 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- How Much Consistency Is Your Accuracy Worth? — 2023 · Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP
- How do different tokenizers perform on downstream tasks in scriptio continua languages?: A case study in Japanese — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)
- How does the task complexity of masked pretraining objectives affect downstream performance? — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Improving Cross-lingual Transfer through Subtree-aware Word Reordering — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
- Improving Zero-Shot Dependency Parsing by Unsupervised Learning — 2023 · Proceedings of the 37th Pacific Asia Conference on Language, Information and Computation
- Investigating UD Treebanks via Dataset Difficulty Measures — 2023 · Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics
- JSEEGraph: Joint Structured Event Extraction as Graph Parsing — 2023 · Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023)
- Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- Linear-Time Modeling of Linguistic Structure: An Order-Theoretic Perspective — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- Metaphor Detection with Effective Context Denoising — 2023 · Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics
- Mirror: A Universal Framework for Various Information Extraction Tasks — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
- Multilingual End-to-end Dependency Parsing with Linguistic Typology knowledge — 2023 · Proceedings of the 5th Workshop on Research in Computational Linguistic Typology and Multilingual NLP
- New Datasets and Controllable Iterative Data Augmentation Method for Code-switching ASR Error Correction — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
- On Graph-based Reentrancy-free Semantic Parsing — 2023 · Transactions of the Association for Computational Linguistics
- On the Interactions of Structural Constraints and Data Resources for Structured Prediction — 2023 · Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)
- On the utility of enhancing BERT syntactic bias with Token Reordering Pretraining — 2023 · Proceedings of the 27th Conference on Computational Natural Language Learning (CoNLL)
- Performance Prediction via Bayesian Matrix Factorisation for Multilingual Natural Language Processing Tasks — 2023 · Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics
- Pushing the Limits of ChatGPT on NLP Tasks — 2023 · arXiv:2306.09719
- RGAT at SemEval-2023 Task 2: Named Entity Recognition Using Graph Attention Network — 2023 · Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023)
- Romanization-based Large-scale Adaptation of Multilingual Language Models — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
- SIR-ABSC: Incorporating Syntax into RoBERTa-based Sentiment Analysis Models with a Special Aggregator Token — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
- Sentence Identification with BOS and EOS Label Combinations — 2023 · Findings of the Association for Computational Linguistics: EACL 2023
- Structural generalization in COGS: Supertagging is (almost) all you need — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- Structured Mean-Field Variational Inference for Higher-Order Span-Based Semantic Role Labeling — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Systematic Investigation of Strategies Tailored for Low-Resource Settings for Low-Resource Dependency Parsing — 2023 · Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics
- Task-Aware Self-Supervised Framework for Dialogue Discourse Parsing — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
- Tibetan Dependency Parsing with Graph Convolutional Neural Networks — 2023 · Proceedings of the Ancient Language Processing Workshop
- Tokenization with Factorized Subword Encoding — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Typology Guided Multilingual Position Representations: Case on Dependency Parsing — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- USSA: A Unified Table Filling Scheme for Structured Sentiment Analysis — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Understanding the Cooking Process with English Recipe Text — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- WebDP: Understanding Discourse Structures in Semi-Structured Web Documents — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
- Which Sentence Representation is More Informative: An Analysis on Text Classification — 2023 · Proceedings of the Seventh International Conference on Dependency Linguistics (Depling, GURT/SyntaxFest 2023)
- 汉语被动结构解析及其在CAMR中的应用研究(Parsing of Passive Structure in Chinese and Its Application in CAMR) — 2023 · Proceedings of the 22nd Chinese National Conference on Computational Linguistics
- A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit — 2022 · Proceedings of the 29th International Conference on Computational Linguistics
- A Second Wave of UD Hebrew Treebanking and Cross-Domain Parsing — our card · 2022 · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
- Accurate Dependency Parsing and Tagging of Latin — 2022 · Proceedings of the Second Workshop on Language Technologies for Historical and Ancient Languages
- Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media Analysis — 2022 · Proceedings of the Thirteenth Language Resources and Evaluation Conference
- Automatic Correction of Syntactic Dependency Annotation Differences — 2022 · Proceedings of the Thirteenth Language Resources and Evaluation Conference
- Auxiliary tasks to boost Biaffine Semantic Dependency Parsing — 2022 · Findings of the Association for Computational Linguistics: ACL 2022
- BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis — 2022 · Findings of the Association for Computational Linguistics: ACL 2022
- Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging — 2022 · Findings of the Association for Computational Linguistics: ACL 2022
- Building an Endangered Language Resource in the Classroom: Universal Dependencies for Kakataibo — 2022 · Proceedings of the Thirteenth Language Resources and Evaluation Conference
- Combining (Second-Order) Graph-Based and Headed-Span-Based Projective Dependency Parsing — 2022 · Findings of the Association for Computational Linguistics: ACL 2022
- Composable Sparse Fine-Tuning for Cross-Lingual Transfer — 2022 · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Crake: Causal-Enhanced Table-Filler for Question Answering over Large Scale Knowledge Base — 2022 · Findings of the Association for Computational Linguistics: NAACL 2022
- Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? — 2022 · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
- Dependency Parsing as MRC-based Span-Span Prediction — 2022 · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Dependency Parsing via Sequence Generation — 2022 · Findings of the Association for Computational Linguistics: EMNLP 2022
- Dialo-AP: A Dependency Parsing Based Argument Parser for Dialogues — 2022 · Proceedings of the 29th International Conference on Computational Linguistics
- EDU-AP: Elementary Discourse Unit based Argument Parser — 2022 · Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue
- Efficient Joint Learning for Clinical Named Entity Recognition and Relation Extraction Using Fourier Networks:A Use Case in Adverse Drug Events — 2022 · Proceedings of the 19th International Conference on Natural Language Processing (ICON)
- End-to-end Argument Mining with Cross-corpora Multi-task Learning — 2022 · Transactions of the Association for Computational Linguistics
- Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction — 2022 · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing — 2022 · Proceedings of the 29th International Conference on Computational Linguistics
- Event Detection with Dual Relational Graph Attention Networks — 2022 · Proceedings of the 29th International Conference on Computational Linguistics
- EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event Extraction — 2022 · Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE)