| Improving Document Classification with Multi-Sense Embeddings | Nov 18, 2019 | ClassificationClustering | CodeCode Available | 1 |
| ConveRT: Efficient and Accurate Conversational Representations from Transformers | Nov 9, 2019 | Conversational Response Selectionintent-classification | CodeCode Available | 1 |
| Style is NOT a single variable: Case Studies for Cross-Style Language Understanding | Nov 9, 2019 | DiagnosticSentence | CodeCode Available | 1 |
| Automatic Detection of Generated Text is Easiest when Humans are Fooled | Nov 2, 2019 | BenchmarkingLanguage Modelling | CodeCode Available | 1 |
| Evaluating the Factual Consistency of Abstractive Text Summarization | Oct 28, 2019 | Abstractive Text SummarizationFact Checking | CodeCode Available | 1 |
| Evaluation of Sentence Representations in Polish | Oct 25, 2019 | SentenceSentence Embeddings | CodeCode Available | 1 |
| PT-CoDE: Pre-trained Context-Dependent Encoder for Utterance-level Emotion Recognition | Oct 20, 2019 | Emotion RecognitionSentence | CodeCode Available | 1 |
| BHAAV- A Text Corpus for Emotion Analysis from Hindi Stories | Oct 9, 2019 | Emotion RecognitionSentence | CodeCode Available | 1 |
| Simple and Effective Paraphrastic Similarity from Parallel Translations | Sep 30, 2019 | SentenceSentence Embeddings | CodeCode Available | 1 |
| DisSim: A Discourse-Aware Syntactic Text Simplification Frameworkfor English and German | Sep 26, 2019 | SentenceText Simplification | CodeCode Available | 1 |
| Dependency-based Text Graphs for Keyphrase and Summary Extraction with Applications to Interactive Content Retrieval | Sep 20, 2019 | RelationRelation Extraction | CodeCode Available | 1 |
| Revealing the Importance of Semantic Retrieval for Machine Reading at Scale | Sep 17, 2019 | Fact VerificationInformation Retrieval | CodeCode Available | 1 |
| Entity, Relation, and Event Extraction with Contextualized Span Representations | Sep 8, 2019 | Event ExtractionJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIs | Sep 5, 2019 | NegationOpen-Ended Question Answering | CodeCode Available | 1 |
| Context-Aware Monolingual Repair for Neural Machine Translation | Sep 3, 2019 | Automatic Post-EditingMachine Translation | CodeCode Available | 1 |
| Humor Detection: A Transformer Gets the Last Laugh | Aug 31, 2019 | Humor DetectionSentence | CodeCode Available | 1 |
| Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks | Aug 27, 2019 | ClusteringLinear-Probe Classification | CodeCode Available | 1 |
| Transforming Delete, Retrieve, Generate Approach for Controlled Text Style Transfer | Aug 25, 2019 | SentenceStyle Transfer | CodeCode Available | 1 |
| VL-BERT: Pre-training of Generic Visual-Linguistic Representations | Aug 22, 2019 | Image-text matchingLanguage Modelling | CodeCode Available | 1 |
| Text Summarization with Pretrained Encoders | Aug 22, 2019 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| LXMERT: Learning Cross-Modality Encoder Representations from Transformers | Aug 20, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning | Aug 16, 2019 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| The MuCoW Test Suite at WMT 2019: Automatically Harvested Multilingual Contrastive Word Sense Disambiguation Test Sets for Machine Translation | Aug 1, 2019 | Machine TranslationNMT | CodeCode Available | 1 |
| Leveraging Pre-trained Checkpoints for Sequence Generation Tasks | Jul 29, 2019 | DecoderMachine Translation | CodeCode Available | 1 |
| Pars-ABSA: an Aspect-based Sentiment Analysis dataset for Persian | Jul 26, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| ELI5: Long Form Question Answering | Jul 22, 2019 | FormLanguage Modeling | CodeCode Available | 1 |
| Structure-Invariant Testing for Machine Translation | Jul 19, 2019 | Dependency ParsingMachine Translation | CodeCode Available | 1 |
| Lexical Simplification with Pretrained Encoders | Jul 14, 2019 | Language ModellingLexical Simplification | CodeCode Available | 1 |
| Second-Order Semantic Dependency Parsing with End-to-End Neural Networks | Jun 19, 2019 | Dependency ParsingSemantic Dependency Parsing | CodeCode Available | 1 |
| Transfer Learning for Causal Sentence Detection | Jun 18, 2019 | RelationRelation Extraction | CodeCode Available | 1 |
| An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis | Jun 17, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA | Jun 17, 2019 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling | Jun 17, 2019 | Question AnsweringQuestion Generation | CodeCode Available | 1 |
| Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good | Jun 16, 2019 | Persuasion StrategiesSentence | CodeCode Available | 1 |
| DocRED: A Large-Scale Document-Level Relation Extraction Dataset | Jun 14, 2019 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval | Jun 11, 2019 | Cross-Modal RetrievalMultiple Instance Learning | CodeCode Available | 1 |
| Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification | Jun 9, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Text-based Editing of Talking-head Video | Jun 4, 2019 | Face ModelSentence | CodeCode Available | 1 |
| A large-scale study of the effects of word frequency and predictability in naturalistic reading | Jun 1, 2019 | RetrievalSentence | CodeCode Available | 1 |
| Learning to Generate Grounded Visual Captions without Localization Supervision | Jun 1, 2019 | Image CaptioningLanguage Modelling | CodeCode Available | 1 |
| SemBleu: A Robust Metric for AMR Parsing Evaluation | May 26, 2019 | AMR ParsingGraph Matching | CodeCode Available | 1 |
| ArSentD-LEV: A Multi-Topic Corpus for Target-based Sentiment Analysis in Arabic Levantine Tweets | May 25, 2019 | SentenceSentiment Analysis | CodeCode Available | 1 |
| What do you learn from context? Probing for sentence structure in contextualized word representations | May 15, 2019 | Language ModellingSentence | CodeCode Available | 1 |
| When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion | May 15, 2019 | Machine TranslationNMT | CodeCode Available | 1 |
| Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation | May 14, 2019 | DecoderSentence | CodeCode Available | 1 |
| Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring | Apr 22, 2019 | Conversational Response SelectionSentence | CodeCode Available | 1 |
| BERTScore: Evaluating Text Generation with BERT | Apr 21, 2019 | Image CaptioningMachine Translation | CodeCode Available | 1 |
| Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event Extraction | Apr 16, 2019 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 |
| UniVSE: Robust Visual Semantic Embeddings via Structured Semantic Representations | Apr 11, 2019 | Contrastive LearningCross-Modal Retrieval | CodeCode Available | 1 |
| Jointly Measuring Diversity and Quality in Text Generation Models | Apr 8, 2019 | DiversitySentence | CodeCode Available | 1 |
