| Knowledge Enhanced Embedding: Improve Model Generalization Through Knowledge Graphs | Nov 16, 2021 | Knowledge GraphsSentence | —Unverified | 0 |
| SagDRE: Sequence-Aware Graph-Based Document-Level Relation Extraction with Adaptive Margin Loss | Nov 16, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation Models | Nov 16, 2021 | Machine TranslationRetrieval | —Unverified | 0 |
| A Cueing Strategy for Prompt Tuning in Relation Extraction | Nov 16, 2021 | RelationRelation Extraction | —Unverified | 0 |
| How do we answer complex questions: Discourse structure of long form answers | Nov 16, 2021 | Extractive SummarizationForm | —Unverified | 0 |
| SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning | Nov 16, 2021 | Sentencevalid | —Unverified | 0 |
| Mukayese: Turkish NLP Strikes Back | Nov 16, 2021 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Improving Unsupervised Sentence Simplification Using Fine-Tuned Masked Language Models | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Chinese Word Attention based on Valid Division of Sentence | Nov 16, 2021 | NERSentence | —Unverified | 0 |
| DGMED: A Novel Document-Level Graph Convolution Network for Multi-Event Detection | Nov 16, 2021 | Event DetectionEvent Extraction | —Unverified | 0 |
| Hierarchical Recurrent Aggregative Generation for Few-Shot NLG | Nov 16, 2021 | SentenceText Generation | —Unverified | 0 |
| Rethinking Negative Sampling for Handling Missing Entity Annotations | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics | Nov 16, 2021 | ClusteringSentence | —Unverified | 0 |
| Improving Document-level Relation Extraction via Context Guided Mention Integration and Inter-pair Reasoning | Nov 16, 2021 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| Seq2rel: A sequence-to-sequence-based approach for document-level relation extraction | Nov 16, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Making Small Language Models Better Few-Shot Learners | Nov 16, 2021 | Few-Shot LearningKnowledge Distillation | —Unverified | 0 |
| PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction | Nov 16, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER | Nov 16, 2021 | Domain AdaptationFew-Shot Text Classification | —Unverified | 0 |
| Using Structured Content Plans for Fine-grained Syntactic Control in Pretrained Language Model Generation | Nov 16, 2021 | Abstract Meaning RepresentationLanguage Modeling | —Unverified | 0 |
| Toward Fine-grained Causality Reasoning and CausalQA | Nov 16, 2021 | Question AnsweringSentence | —Unverified | 0 |
| The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error | Nov 16, 2021 | Discourse ParsingDomain Adaptation | —Unverified | 0 |
| WikiContradiction: Detecting Self-Contradiction Articles on Wikipedia | Nov 16, 2021 | ArticlesClaim Verification | CodeCode Available | 0 |
| Topic Sentence Named Entity Recognition: A New Task with Its Dataset and Benchmarks | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Towards Coherent Visual Storytelling with Ordered Image Attention | Nov 16, 2021 | PositionSentence | —Unverified | 0 |
| Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access | Nov 16, 2021 | Response GenerationSentence | —Unverified | 0 |