| Low-Resource Neural Machine Translation: A Case Study of Cantonese | Oct 1, 2022 | Data AugmentationLow Resource Neural Machine Translation | CodeCode Available | 1 |
| Zhegu@SMM4H-2022: The Pre-training Tweet & Claim Matching Makes Your Prediction Better | Oct 1, 2022 | SentenceTask 2 | —Unverified | 0 |
| NICT’s Submission to the WAT 2022 Structured Document Translation Task | Oct 1, 2022 | Document TranslationNMT | —Unverified | 0 |
| CoDoNMT: Modeling Cohesion Devices for Document-Level Neural Machine Translation | Oct 1, 2022 | Machine TranslationNMT | CodeCode Available | 0 |
| A Robustness Evaluation Framework for Argument Mining | Oct 1, 2022 | Argument MiningSentence | —Unverified | 0 |
| Accounting for Language Effect in the Evaluation of Cross-lingual AMR Parsers | Oct 1, 2022 | Abstract Meaning RepresentationSentence | CodeCode Available | 0 |
| Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| CILex: An Investigation of Context Information for Lexical Substitution Methods | Oct 1, 2022 | SentenceSentence Embeddings | CodeCode Available | 0 |
| Multi-Perspective Document Revision | Oct 1, 2022 | Grammatical Error CorrectionRelation Classification | —Unverified | 0 |
| CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction | Oct 1, 2022 | ClassificationDenoising | CodeCode Available | 0 |
| CCTC: A Cross-Sentence Chinese Text Correction Dataset for Native Speakers | Oct 1, 2022 | Grammatical Error CorrectionSentence | CodeCode Available | 2 |
| Dependency-aware Prototype Learning for Few-shot Relation Classification | Oct 1, 2022 | ClassificationFew-Shot Relation Classification | CodeCode Available | 0 |
| Document-level Event Factuality Identification via Machine Reading Comprehension Frameworks with Transfer Learning | Oct 1, 2022 | Data AugmentationMachine Reading Comprehension | —Unverified | 0 |
| Can Data Diversity Enhance Learning Generalization? | Oct 1, 2022 | DiversityDomain Adaptation | —Unverified | 0 |
| Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing | Oct 1, 2022 | Code GenerationKnowledge Distillation | —Unverified | 0 |
| Effective Data Augmentation for Sentence Classification Using One VAE per Class | Oct 1, 2022 | Binary ClassificationData Augmentation | —Unverified | 0 |
| Boundary Detection and Categorization of Argument Aspects via Supervised Learning | Oct 1, 2022 | Argument MiningBoundary Detection | CodeCode Available | 0 |
| Semantic Sentence Matching via Interacting Syntax Graphs | Oct 1, 2022 | Graph MatchingSentence | —Unverified | 0 |
| Multi-view and Cross-view Brain Decoding | Oct 1, 2022 | Brain DecodingImage Captioning | —Unverified | 0 |
| Table-based Fact Verification with Self-labeled Keypoint Alignment | Oct 1, 2022 | AttributeContrastive Learning | —Unverified | 0 |
| Using Structured Content Plans for Fine-grained Syntactic Control in Pretrained Language Model Generation | Oct 1, 2022 | Abstract Meaning RepresentationLanguage Modeling | —Unverified | 0 |
| HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System | Oct 1, 2022 | Intent DetectionSentence | —Unverified | 0 |
| Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing | Oct 1, 2022 | 2kDependency Parsing | CodeCode Available | 0 |
| HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document Summarization | Oct 1, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Topicalization in Language Models: A Case Study on Japanese | Oct 1, 2022 | PositionSentence | —Unverified | 0 |
| Adversarial Training on Disentangling Meaning and Language Representations for Unsupervised Quality Estimation | Oct 1, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Focus-Driven Contrastive Learning for Medical Question Summarization | Oct 1, 2022 | Contrastive LearningDecoder | —Unverified | 0 |
| Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation | Oct 1, 2022 | Domain AdaptationMachine Translation | CodeCode Available | 0 |
| SSR: Utilizing Simplified Stance Reasoning Process for Robust Stance Detection | Oct 1, 2022 | SentenceStance Detection | —Unverified | 0 |
| Modeling Aspect Correlation for Aspect-based Sentiment Analysis via Recurrent Inverse Learning Guidance | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| SISER: Semantic-Infused Selective Graph Reasoning for Fact Verification | Oct 1, 2022 | Fact VerificationSentence | —Unverified | 0 |
| How about Time? Probing a Multilingual Language Model for Temporal Relations | Oct 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Semantic Content Prediction for Generating Interviewing Dialogues to Elicit Users’ Food Preferences | Oct 1, 2022 | Dialogue GenerationRetrieval | —Unverified | 0 |
| Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models | Oct 1, 2022 | Data AugmentationDiagnostic | —Unverified | 0 |
| DCT-Centered Temporal Relation Extraction | Oct 1, 2022 | Multi-Task LearningRelation | —Unverified | 0 |
| Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing | Oct 1, 2022 | Domain Adaptationnamed-entity-recognition | —Unverified | 0 |
| Event Causality Identification via Derivative Prompt Joint Learning | Oct 1, 2022 | Event Causality IdentificationLanguage Modeling | CodeCode Available | 1 |
| Position Offset Label Prediction for Grammatical Error Correction | Oct 1, 2022 | Data AugmentationDecoder | —Unverified | 0 |
| CXR Data Annotation and Classification with Pre-trained Language Models | Oct 1, 2022 | Sentence | —Unverified | 0 |
| Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss | Oct 1, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Multi Graph Neural Network for Extractive Long Document Summarization | Oct 1, 2022 | Document SummarizationGraph Neural Network | CodeCode Available | 0 |
| Extractive Summarisation for German-language Data: A Text-level Approach with Discourse Features | Oct 1, 2022 | Sentence | CodeCode Available | 0 |
| Method Entity Extraction from Biomedical Texts | Oct 1, 2022 | Dependency ParsingSentence | —Unverified | 0 |
| Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling | Oct 1, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 |
| RSGT: Relational Structure Guided Temporal Relation Extraction | Oct 1, 2022 | Graph Neural NetworkNatural Language Understanding | —Unverified | 0 |
| Coordination Generation via Synchronized Text-Infilling | Oct 1, 2022 | Data AugmentationSentence | —Unverified | 0 |
| DESED: Dialogue-based Explanation for Sentence-level Event Detection | Oct 1, 2022 | Dialogue GenerationEvent Detection | CodeCode Available | 0 |
| Phrase-Level Localization of Inconsistency Errors in Summarization by Weak Supervision | Oct 1, 2022 | ARCSentence | —Unverified | 0 |
| Semantic Overlap Summarization among Multiple Alternative Narratives: An Exploratory Study | Oct 1, 2022 | SentenceText Summarization | —Unverified | 0 |