| 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 |
| Two-Level Supervised Contrastive Learning for Response Selection in Multi-Turn Dialogue | Nov 16, 2021 | Contrastive LearningRetrieval | —Unverified | 0 |
| Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks | Nov 16, 2021 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation | Nov 16, 2021 | Data AugmentationResponse Generation | —Unverified | 0 |
| Utterance Rewriting with Contrastive Learning in Multi-turn Dialogue | Nov 16, 2021 | Contrastive LearningMulti-Task Learning | —Unverified | 0 |
| Unsupervised Domain Adaptation with Contrastive Learning for Cross-domain Chinese NER | Nov 16, 2021 | ArticlesContrastive Learning | —Unverified | 0 |
| Textual Entailment with Dynamic Contrastive Learning for Zero-shot NER | Nov 16, 2021 | Contrastive Learningnamed-entity-recognition | —Unverified | 0 |
| Unsupervised Dependency Graph Network | Nov 16, 2021 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| Evaluating Metrics for Bias in Word Embeddings | Nov 15, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| DEEP: DEnoising Entity Pre-training for Neural Machine Translation | Nov 14, 2021 | DenoisingMachine Translation | —Unverified | 0 |
| BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation | Nov 12, 2021 | Machine TranslationNMT | —Unverified | 0 |
| Exploiting All Samples in Low-Resource Sentence Classification: Early Stopping and Initialization Parameters | Nov 12, 2021 | AllSentence | CodeCode Available | 0 |
| Variation and generality in encoding of syntactic anomaly information in sentence embeddings | Nov 12, 2021 | Anomaly DetectionSentence | —Unverified | 0 |
| Explainable Sentence-Level Sentiment Analysis for Amazon Product Reviews | Nov 11, 2021 | SentenceSentiment Analysis | —Unverified | 0 |
| Soft Sensing Transformer: Hundreds of Sensors are Worth a Single Word | Nov 10, 2021 | SentenceTime Series | CodeCode Available | 0 |
| Critical Sentence Identification in Legal Cases Using Multi-Class Classification | Nov 10, 2021 | ClassificationMulti-class Classification | —Unverified | 0 |
| DataWords: Getting Contrarian with Text, Structured Data and Explanations | Nov 9, 2021 | Classificationnamed-entity-recognition | —Unverified | 0 |
| MNet-Sim: A Multi-layered Semantic Similarity Network to Evaluate Sentence Similarity | Nov 9, 2021 | ChatbotDocument Classification | —Unverified | 0 |
| Explaining Face Presentation Attack Detection Using Natural Language | Nov 8, 2021 | Face Presentation Attack DetectionLanguage Modelling | —Unverified | 0 |
| Towards Debiasing Temporal Sentence Grounding in Video | Nov 8, 2021 | SentenceTemporal Sentence Grounding | —Unverified | 0 |
| Machine-in-the-Loop Rewriting for Creative Image Captioning | Nov 7, 2021 | DescriptiveImage Captioning | CodeCode Available | 0 |
| Towards noise robust trigger-word detection with contrastive learning pre-task for fast on-boarding of new trigger-words | Nov 6, 2021 | Contrastive LearningSentence | —Unverified | 0 |
| Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval | Nov 5, 2021 | Image-text RetrievalRetrieval | CodeCode Available | 0 |
| A text autoencoder from transformer for fast encoding language representation | Nov 4, 2021 | CPULanguage Modeling | —Unverified | 0 |
| BERT-DRE: BERT with Deep Recursive Encoder for Natural Language Sentence Matching | Nov 3, 2021 | Natural Language InferenceSentence | —Unverified | 0 |
| Assessing Effectiveness of Using Internal Signals for Check-Worthy Claim Identification in Unlabeled Data for Automated Fact-Checking | Nov 2, 2021 | ArticlesFact Checking | —Unverified | 0 |