| A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation | Sep 29, 2020 | Data AugmentationMachine Translation | CodeCode Available | 1 |
| iNLTK: Natural Language Toolkit for Indic Languages | Sep 26, 2020 | Data AugmentationParaphrase Generation | CodeCode Available | 1 |
| An Unsupervised Sentence Embedding Method by Mutual Information Maximization | Sep 25, 2020 | ClusteringSelf-Supervised Learning | CodeCode Available | 1 |
| Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences | Sep 24, 2020 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models | Sep 24, 2020 | SentenceText Generation | CodeCode Available | 1 |
| Constructing interval variables via faceted Rasch measurement and multitask deep learning: a hate speech application | Sep 22, 2020 | SentenceSurvey | CodeCode Available | 1 |
| Accent Estimation of Japanese Words from Their Surfaces and Romanizations for Building Large Vocabulary Accent Dictionaries | Sep 21, 2020 | Sentencetext-to-speech | CodeCode Available | 1 |
| Content Planning for Neural Story Generation with Aristotelian Rescoring | Sep 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation | Sep 20, 2020 | Machine TranslationSentence | CodeCode Available | 1 |
| Biomedical Event Extraction with Hierarchical Knowledge Graphs | Sep 20, 2020 | Event ExtractionLanguage Modeling | CodeCode Available | 1 |
| RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network | Sep 18, 2020 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Generating similes effortlessly like a Pro: A Style Transfer Approach for Simile Generation | Sep 18, 2020 | Common Sense ReasoningSentence | CodeCode Available | 1 |
| Structured Attention for Unsupervised Dialogue Structure Induction | Sep 17, 2020 | Inductive BiasSentence | CodeCode Available | 1 |
| Iterative Refinement in the Continuous Space for Non-Autoregressive Neural Machine Translation | Sep 15, 2020 | de-enMachine Translation | CodeCode Available | 1 |
| IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding | Sep 11, 2020 | BenchmarkingDiversity | CodeCode Available | 1 |
| Dual Encoding for Video Retrieval by Text | Sep 10, 2020 | Ad-hoc video searchRetrieval | CodeCode Available | 1 |
| Going Beyond T-SNE: Exposing whatlies in Text Embeddings | Sep 4, 2020 | Dimensionality ReductionSentence | CodeCode Available | 1 |
| Uncovering Hidden Challenges in Query-Based Video Moment Retrieval | Sep 1, 2020 | Moment RetrievalRetrieval | CodeCode Available | 1 |
| Identity-Aware Multi-Sentence Video Description | Aug 22, 2020 | Gender PredictionSentence | CodeCode Available | 1 |
| GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction | Aug 21, 2020 | DecoderRole-filler Entity Extraction | CodeCode Available | 1 |
| Abstractive Summarization of Spoken and Written Instructions with BERT | Aug 21, 2020 | Abstractive Text SummarizationArticles | CodeCode Available | 1 |
| Inducing Language-Agnostic Multilingual Representations | Aug 20, 2020 | Cross-Lingual TransferSentence | CodeCode Available | 1 |
| Regularized Two-Branch Proposal Networks for Weakly-Supervised Moment Retrieval in Videos | Aug 19, 2020 | Moment RetrievalRetrieval | CodeCode Available | 1 |
| Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders | Aug 12, 2020 | Cross-Modal Information RetrievalCross-Modal Retrieval | CodeCode Available | 1 |
| The Annotation Guideline of LST20 Corpus | Aug 12, 2020 | POSPOS Tagging | CodeCode Available | 1 |
| Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic Diversity | Aug 11, 2020 | DiversityMachine Translation | CodeCode Available | 1 |
| Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach | Aug 10, 2020 | AttributeImage Captioning | CodeCode Available | 1 |
| KR-BERT: A Small-Scale Korean-Specific Language Model | Aug 10, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Word Error Rate Estimation Without ASR Output: e-WER2 | Aug 8, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards | Aug 6, 2020 | AttributeImage Captioning | CodeCode Available | 1 |
| Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment Localization | Aug 4, 2020 | Graph AttentionSentence | CodeCode Available | 1 |
| Improving One-stage Visual Grounding by Recursive Sub-query Construction | Aug 3, 2020 | SentenceSentence Embedding | CodeCode Available | 1 |
| AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text Spotting | Aug 3, 2020 | Language ModellingSentence | CodeCode Available | 1 |
| Character-Preserving Coherent Story Visualization | Aug 1, 2020 | Representation LearningSentence | CodeCode Available | 1 |
| Learning to Generate Grounded Visual Captions without Localization Supervision | Aug 1, 2020 | Image CaptioningLanguage Modelling | CodeCode Available | 1 |
| Hierarchical Visual-Textual Graph for Temporal Activity Localization via Language | Aug 1, 2020 | Sentence | CodeCode Available | 1 |
| Interactive Text Graph Mining with a Prolog-based Dialog Engine | Jul 31, 2020 | Graph MiningSentence | CodeCode Available | 1 |
| What does BERT know about books, movies and music? Probing BERT for Conversational Recommendation | Jul 30, 2020 | Conversational RecommendationLanguage Modelling | CodeCode Available | 1 |
| Comprehensive Image Captioning via Scene Graph Decomposition | Jul 23, 2020 | DiversityImage Captioning | CodeCode Available | 1 |
| A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation | Jul 17, 2020 | DecoderMachine Translation | CodeCode Available | 1 |
| SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression | Jul 17, 2020 | ClusteringDocument Summarization | CodeCode Available | 1 |
| Learning to Discretely Compose Reasoning Module Networks for Video Captioning | Jul 17, 2020 | DecoderQuestion Answering | CodeCode Available | 1 |
| Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation | Jul 16, 2020 | Chinese Word SegmentationSentence | CodeCode Available | 1 |
| SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NER | Jul 16, 2020 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Towards Debiasing Sentence Representations | Jul 16, 2020 | Linguistic AcceptabilityNatural Language Understanding | CodeCode Available | 1 |
| InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training | Jul 15, 2020 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 1 |
| DARF: A data-reduced FADE version for simulations of speech recognition thresholds with real hearing aids | Jul 10, 2020 | Sentencespeech-recognition | CodeCode Available | 1 |
| DART: Open-Domain Structured Data Record to Text Generation | Jul 6, 2020 | Domain GeneralizationSemantic Parsing | CodeCode Available | 1 |
| Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs | Jul 5, 2020 | Graph Neural NetworkMeta-Learning | CodeCode Available | 1 |
| Language-agnostic BERT Sentence Embedding | Jul 3, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
