| StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer | Apr 12, 2021 | BenchmarkingSentence | CodeCode Available | 1 |
| Continual Learning for Text Classification with Information Disentanglement Based Regularization | Apr 12, 2021 | Continual LearningDisentanglement | CodeCode Available | 1 |
| Multilingual Language Models Predict Human Reading Behavior | Apr 12, 2021 | Sentence | CodeCode Available | 1 |
| Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge | Apr 12, 2021 | Answer SelectionQuestion Answering | —Unverified | 0 |
| Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages | Apr 12, 2021 | Machine TranslationMultilingual NLP | CodeCode Available | 1 |
| Towards a parallel corpus of Portuguese and the Bantu language Emakhuwa of Mozambique | Apr 12, 2021 | Machine TranslationSentence | —Unverified | 0 |
| Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models | Apr 11, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| Conversational Semantic Role Labeling | Apr 11, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Unsupervised Learning of Explainable Parse Trees for Improved Generalisation | Apr 11, 2021 | Natural Language InferenceSentence | CodeCode Available | 0 |
| NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance | Apr 10, 2021 | Natural Language InferenceSentence | CodeCode Available | 0 |
| UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models | Apr 10, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Sentiment-based Candidate Selection for NMT | Apr 10, 2021 | Binary ClassificationDecoder | CodeCode Available | 0 |
| FRAKE: Fusional Real-time Automatic Keyword Extraction | Apr 10, 2021 | Keyword ExtractionPart-Of-Speech Tagging | CodeCode Available | 1 |
| Lookup-Table Recurrent Language Models for Long Tail Speech Recognition | Apr 9, 2021 | GPULanguage Modeling | —Unverified | 0 |
| Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks | Apr 9, 2021 | Natural Language InferenceParaphrase Identification | CodeCode Available | 0 |
| Annotating and Modeling Fine-grained Factuality in Summarization | Apr 9, 2021 | Abstractive Text SummarizationSentence | CodeCode Available | 1 |
| Larger-Context Tagging: When and Why Does It Work? | Apr 9, 2021 | AttributeSentence | —Unverified | 0 |
| A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders | Apr 8, 2021 | DecoderSentence | —Unverified | 0 |
| Librispeech Transducer Model with Internal Language Model Prior Correction | Apr 7, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Non-autoregressive Mandarin-English Code-switching Speech Recognition | Apr 6, 2021 | DecoderSentence | —Unverified | 0 |
| Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding | Apr 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach | Apr 5, 2021 | RetrievalSentence | CodeCode Available | 1 |
| ASPER: Attention-based Approach to Extract Syntactic Patterns denoting Semantic Relations in Sentential Context | Apr 4, 2021 | Information RetrievalQuestion Answering | —Unverified | 0 |
| MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers | Apr 4, 2021 | Cross-Lingual TransferSentence | —Unverified | 0 |
| Exploring the Role of BERT Token Representations to Explain Sentence Probing Results | Apr 3, 2021 | DiagnosticGeneral Classification | CodeCode Available | 0 |
| speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation Assessment | Apr 3, 2021 | Phone-level pronunciation scoringSentence | CodeCode Available | 1 |
| WASSA 2021 Shared Task: Predicting Empathy and Emotion in Reaction to News Stories | Apr 1, 2021 | ArticlesSentence | —Unverified | 0 |
| ArSarcasm Shared Task: An Ensemble BERT Model for SarcasmDetection in Arabic Tweets | Apr 1, 2021 | Contrastive LearningSarcasm Detection | —Unverified | 0 |
| Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures | Apr 1, 2021 | Cross-Lingual TransferEvent Argument Extraction | —Unverified | 0 |
| Using contextual and cross-lingual word embeddings to improve variety in template-based NLG for automated journalism | Apr 1, 2021 | Cross-Lingual Word EmbeddingsSentence | —Unverified | 0 |
| Related Named Entities Classification in the Economic-Financial Context | Apr 1, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Unsupervised Approach to Multilingual User Comments Summarization | Apr 1, 2021 | Extractive SummarizationSentence | CodeCode Available | 0 |
| Parsing Argumentative Structure in English-as-Foreign-Language Essays | Apr 1, 2021 | Argument MiningSentence | CodeCode Available | 0 |
| Document-level grammatical error correction | Apr 1, 2021 | Grammatical Error CorrectionNMT | CodeCode Available | 1 |
| “Sharks are not the threat humans are”: Argument Component Segmentation in School Student Essays | Apr 1, 2021 | Argument MiningClassification | —Unverified | 0 |
| CUSATNLP@DravidianLangTech-EACL2021:Language Agnostic Classification of Offensive Content in Tweets | Apr 1, 2021 | Language IdentificationPosition | —Unverified | 0 |
| Graph Convolutional Networks with Multi-headed Attention for Code-Mixed Sentiment Analysis | Apr 1, 2021 | SentenceSentiment Analysis | —Unverified | 0 |
| MultiReQA: A Cross-Domain Evaluation forRetrieval Question Answering Models | Apr 1, 2021 | Information RetrievalQuestion Answering | CodeCode Available | 1 |
| NLQuAD: A Non-Factoid Long Question Answering Data Set | Apr 1, 2021 | DescriptivePosition | CodeCode Available | 1 |
| Towards Personalised and Document-level Machine Translation of Dialogue | Apr 1, 2021 | Document Level Machine TranslationMachine Translation | —Unverified | 0 |
| Are Neural Networks Extracting Linguistic Properties or Memorizing Training Data? An Observation with a Multilingual Probe for Predicting Tense | Apr 1, 2021 | Sentence | CodeCode Available | 0 |
| Exploiting Definitions for Frame Identification | Apr 1, 2021 | Semantic ParsingSentence | CodeCode Available | 0 |
| Expanding, Retrieving and Infilling: Diversifying Cross-Domain Question Generation with Flexible Templates | Apr 1, 2021 | DiversityQuestion Generation | CodeCode Available | 0 |
| Evaluating Neural Model Robustness for Machine Comprehension | Apr 1, 2021 | Adversarial Attackmodel | —Unverified | 0 |
| Adaptation of Back-translation to Automatic Post-Editing for Synthetic Data Generation | Apr 1, 2021 | Automatic Post-EditingMachine Translation | CodeCode Available | 0 |
| ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction | Apr 1, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Reanalyzing the Most Probable Sentence Problem: A Case Study in Explicating the Role of Entropy in Algorithmic Complexity | Apr 1, 2021 | DescriptiveSentence | —Unverified | 0 |
| Acquiring a Formality-Informed Lexical Resource for Style Analysis | Apr 1, 2021 | regressionSentence | CodeCode Available | 0 |
| Discourse-Aware Unsupervised Summarization for Long Scientific Documents | Apr 1, 2021 | ArticlesExtractive Summarization | CodeCode Available | 1 |
| Dependency parsing with structure preserving embeddings | Apr 1, 2021 | Dependency ParsingSentence | —Unverified | 0 |