| SRLGRN: Semantic Role Labeling Graph Reasoning Network | Oct 7, 2020 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling | Oct 7, 2020 | Knowledge DistillationQuestion Answering | —Unverified | 0 |
| VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks | Oct 7, 2020 | Dependency ParsingSentence | CodeCode Available | 1 |
| Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction | Oct 7, 2020 | Grammatical Error CorrectionSentence | —Unverified | 0 |
| Narrative Text Generation with a Latent Discrete Plan | Oct 7, 2020 | DecoderSentence | CodeCode Available | 0 |
| Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision | Oct 7, 2020 | Decision MakingSentence | CodeCode Available | 0 |
| Unsupervised Parsing via Constituency Tests | Oct 7, 2020 | Sentence | —Unverified | 0 |
| COD3S: Diverse Generation with Discrete Semantic Signatures | Oct 6, 2020 | DiversitySemantic Textual Similarity | CodeCode Available | 0 |
| A Review on Fact Extraction and Verification | Oct 6, 2020 | Claim VerificationFact Checking | CodeCode Available | 0 |
| Swiss Parliaments Corpus, an Automatically Aligned Swiss German Speech to Standard German Text Corpus | Oct 6, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| StyleDGPT: Stylized Response Generation with Pre-trained Language Models | Oct 6, 2020 | Response GenerationSentence | CodeCode Available | 1 |
| Stepwise Extractive Summarization and Planning with Structured Transformers | Oct 6, 2020 | Extractive SummarizationSentence | CodeCode Available | 0 |
| Detecting Attackable Sentences in Arguments | Oct 6, 2020 | BIG-bench Machine LearningSentence | CodeCode Available | 0 |
| SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean Discrepancy | Oct 6, 2020 | DiversityDocument Summarization | CodeCode Available | 0 |
| Adversarial Grammatical Error Correction | Oct 6, 2020 | Grammatical Error CorrectionMachine Translation | —Unverified | 0 |
| QADiscourse -- Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines | Oct 6, 2020 | Natural Language UnderstandingSentence | CodeCode Available | 0 |
| Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation | Oct 6, 2020 | Machine TranslationNMT | CodeCode Available | 1 |
| DaNetQA: a yes/no Question Answering Dataset for the Russian Language | Oct 6, 2020 | Question AnsweringSentence | —Unverified | 0 |
| On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers | Oct 6, 2020 | Sentence | —Unverified | 0 |
| Neural Speech Synthesis for Estonian | Oct 6, 2020 | SentenceSpeech Synthesis | —Unverified | 0 |
| A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis | Oct 6, 2020 | Aspect Category Sentiment AnalysisDecoder | CodeCode Available | 0 |
| Semantically Driven Sentence Fusion: Modeling and Evaluation | Oct 6, 2020 | SentenceSentence Fusion | CodeCode Available | 1 |
| Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis | Oct 6, 2020 | Aspect Category Sentiment AnalysisMulti-Label Learning | CodeCode Available | 1 |
| GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction | Oct 6, 2020 | Event ExtractionGraph Attention | CodeCode Available | 1 |
| An Ensemble Approach for Automatic Structuring of Radiology Reports | Oct 5, 2020 | Sentence | —Unverified | 0 |
