Strength in Numbers: Averaging and Clustering Effects in Mixture of Experts for Graph-Based Dependency Parsing Aug 1, 2021 Clustering Dependency Parsing
— Unverified The Reading Machine: A Versatile Framework for Studying Incremental Parsing Strategies Aug 1, 2021 Dependency Parsing Lemmatization
— Unverified Factuality Assessment as Modal Dependency Parsing Aug 1, 2021 Articles Dependency Parsing
Code Code Available Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis Aug 1, 2021 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Adapting Unsupervised Syntactic Parsing Methodology for Discourse Dependency Parsing Aug 1, 2021 Dependency Parsing Discourse Parsing
— Unverified On Finding the K-best Non-projective Dependency Trees Aug 1, 2021 Dependency Parsing Sentence
Code Code Available KaushikAcharya at SemEval-2021 Task 9: Candidate Generation for Fact Verification over Tables Aug 1, 2021 Dependency Parsing Fact Verification
Code Code Available INNOVATORS at SemEval-2021 Task-11: A Dependency Parsing and BERT-based model for Extracting Contribution Knowledge from Scientific Papers Aug 1, 2021 Articles Dependency Parsing
Code Code Available Evaluating Universal Dependency Parser Recovery of Predicate Argument Structure via CompChain Analysis Aug 1, 2021 Dependency Parsing
— Unverified Duluth at SemEval-2021 Task 11: Applying DeBERTa to Contributing Sentence Selection and Dependency Parsing for Entity Extraction Aug 1, 2021 Articles Dependency Parsing
— Unverified Differences in Chinese and Western tourists faced with Japanese hospitality: A natural language processing approach Jul 30, 2021 Cultural Vocal Bursts Intensity Prediction Dependency Parsing
Code Code Available Evaluation of contextual embeddings on less-resourced languages Jul 22, 2021 Dependency Parsing
— Unverified POS tagging, lemmatization and dependency parsing of West Frisian Jul 16, 2021 Dependency Parsing LEMMA
— Unverified DaCy: A Unified Framework for Danish NLP Jul 12, 2021 Data Augmentation Dependency Parsing
— Unverified Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings Jul 6, 2021 Dependency Parsing
— Unverified Cross-lingual alignments of ELMo contextual embeddings Jun 30, 2021 Dependency Parsing named-entity-recognition
— Unverified Specializing Multilingual Language Models: An Empirical Study Jun 16, 2021 Dependency Parsing named-entity-recognition
Code Code Available Maximum Spanning Trees Are Invariant to Temperature Scaling in Graph-based Dependency Parsing Jun 15, 2021 Dependency Parsing Sentence
— Unverified Learning compositional structures for semantic graph parsing Jun 8, 2021 Dependency Parsing
— Unverified Language Embeddings for Typology and Cross-lingual Transfer Learning Jun 3, 2021 Cross-Lingual Natural Language Inference Cross-Lingual Transfer
Code Code Available Expanding Universal Dependencies for Polysynthetic Languages: A Case of St. Lawrence Island Yupik Jun 1, 2021 Dependency Parsing
— Unverified Analyse en dépendances du français avec des plongements contextualisés (French dependency parsing with contextualized embeddings) Jun 1, 2021 Dependency Parsing
— Unverified Learning PyTorch Through A Neural Dependency Parsing Exercise Jun 1, 2021 Dependency Parsing
— Unverified On Finding the K-best Non-projective Dependency Trees Jun 1, 2021 Dependency Parsing Sentence
Code Code Available Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments May 28, 2021 Attribute Binary Classification
Code Code Available A Case Study on Pros and Cons of Regular Expression Detection and Dependency Parsing for Negation Extraction from German Medical Documents. Technical Report May 20, 2021 Dependency Parsing Negation
— Unverified Head-driven Phrase Structure Parsing in O(n^3) Time Complexity May 20, 2021 Dependency Parsing
— Unverified Dependency Parsing with Bottom-up Hierarchical Pointer Networks May 20, 2021 Dependency Parsing Sentence
Code Code Available KLUE: Korean Language Understanding Evaluation May 20, 2021 Dependency Parsing Dialogue State Tracking
Code Code Available Dependency Parsing as MRC-based Span-Span Prediction May 17, 2021 Dependency Parsing Machine Reading Comprehension
Code Code Available Investigation of Transfer Languages for Parsing Latin: Italic Branch vs. Hellenic Branch May 1, 2021 Dependency Parsing Transfer Learning
— Unverified Diversity-Aware Batch Active Learning for Dependency Parsing Apr 28, 2021 Active Learning Dependency Parsing
Code Code Available Open Intent Discovery through Unsupervised Semantic Clustering and Dependency Parsing Apr 25, 2021 Clustering Dependency Parsing
Code Code Available Extracting Temporal Event Relation with Syntax-guided Graph Transformer Apr 19, 2021 Dependency Parsing Natural Language Understanding
Code Code Available On the Sensitivity and Stability of Model Interpretations in NLP Apr 18, 2021 Adversarial Robustness Dependency Parsing
Code Code Available Monotonicity Marking from Universal Dependency Trees Apr 17, 2021 Dependency Parsing
Code Code Available "Wikily" Supervised Neural Translation Tailored to Cross-Lingual Tasks Apr 16, 2021 Cross-Lingual Transfer Cross-Lingual Word Embeddings
Code Code Available Enhancing Word-Level Semantic Representation via Dependency Structure for Expressive Text-to-Speech Synthesis Apr 14, 2021 Dependency Parsing Representation Learning
— Unverified Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa Apr 11, 2021 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing Apr 10, 2021 Dependency Parsing Few-Shot Learning
Code Code Available Dependency Parsing Evaluation for Low-resource Spontaneous Speech Apr 1, 2021 Dependency Parsing
Code Code Available Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing Apr 1, 2021 Cross-Lingual Transfer Dependency Parsing
— Unverified End-to-End Argument Mining as Biaffine Dependency Parsing Apr 1, 2021 Argument Mining Dependency Parsing
— Unverified Enhancing Aspect-level Sentiment Analysis with Word Dependencies Apr 1, 2021 Dependency Parsing Sentiment Analysis
Code Code Available Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task Apr 1, 2021 Dependency Parsing Part-Of-Speech Tagging
— Unverified Dependency parsing with structure preserving embeddings Apr 1, 2021 Dependency Parsing Sentence
— Unverified Bertinho: Galician BERT Representations Mar 25, 2021 Dependency Parsing GPU
— Unverified Parsing Indonesian Sentence into Abstract Meaning Representation using Machine Learning Approach Mar 5, 2021 Abstract Meaning Representation AMR Parsing
— Unverified Zero-Shot Cross-Lingual Dependency Parsing through Contextual Embedding Transformation Mar 3, 2021 Cross-Lingual Transfer Dependency Parsing
Code Code Available On the Effectiveness of Dataset Embeddings in Mono-lingual,Multi-lingual and Zero-shot Conditions Mar 1, 2021 Dependency Parsing Lemmatization
— Unverified 