| On the Evolution of Syntactic Information Encoded by BERT's Contextualized Representations | Jan 27, 2021 | Constituency ParsingPOS | —Unverified | 0 |
| LSOIE: A Large-Scale Dataset for Supervised Open Information Extraction | Jan 27, 2021 | DiversityNatural Language Inference | CodeCode Available | 1 |
| Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT | Jan 26, 2021 | Sentence | CodeCode Available | 1 |
| Muppet: Massive Multi-task Representations with Pre-Finetuning | Jan 26, 2021 | Abstractive Text SummarizationCommon Sense Reasoning | CodeCode Available | 0 |
| Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks | Jan 26, 2021 | Language ModellingNatural Language Inference | —Unverified | 0 |
| Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks | Jan 26, 2021 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 |
| Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs | Jan 26, 2021 | Data AugmentationDecoder | CodeCode Available | 1 |
| Coloring the Black Box: What Synesthesia Tells Us about Character Embeddings | Jan 26, 2021 | Grapheme-to-Phoneme ConversionSentence | —Unverified | 0 |
| With Measured Words: Simple Sentence Selection for Black-Box Optimization of Sentence Compression Algorithms | Jan 25, 2021 | SentenceSentence Compression | —Unverified | 0 |
| Facilitating Terminology Translation with Target Lemma Annotations | Jan 25, 2021 | Data AugmentationLEMMA | CodeCode Available | 0 |
| CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata | Jan 25, 2021 | Entity LinkingSentence | CodeCode Available | 1 |
| A Hybrid Approach to Measure Semantic Relatedness in Biomedical Concepts | Jan 25, 2021 | Sentence | —Unverified | 0 |
| EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information | Jan 25, 2021 | ClassificationDrug–drug Interaction Extraction | CodeCode Available | 1 |
| Process-Level Representation of Scientific Protocols with Interactive Annotation | Jan 25, 2021 | Relation ExtractionSentence | CodeCode Available | 0 |
| SpanEmo: Casting Multi-label Emotion Classification as Span-prediction | Jan 25, 2021 | Author ProfilingClassification | CodeCode Available | 1 |
| A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction | Jan 25, 2021 | Joint Entity and Relation ExtractionReading Comprehension | CodeCode Available | 1 |
| GP: Context-free Grammar Pre-training for Text-to-SQL Parsers | Jan 25, 2021 | DecoderSentence | —Unverified | 0 |
| Randomized Deep Structured Prediction for Discourse-Level Processing | Jan 25, 2021 | PredictionSentence | —Unverified | 0 |
| Towards a Better Integration of Fuzzy Matches in Neural Machine Translation through Data Augmentation | Jan 24, 2021 | Data AugmentationMachine Translation | CodeCode Available | 1 |
| Fast Sequence Generation with Multi-Agent Reinforcement Learning | Jan 24, 2021 | Image CaptioningMachine Translation | —Unverified | 0 |
| A Novel Two-stage Framework for Extracting Opinionated Sentences from News Articles | Jan 24, 2021 | ArticlesSentence | —Unverified | 0 |
| WangchanBERTa: Pretraining transformer-based Thai Language Models | Jan 24, 2021 | ArticlesLanguage Modelling | CodeCode Available | 1 |
| Arabic aspect based sentiment analysis using bidirectional GRU based models | Jan 23, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Debiasing Pre-trained Contextualised Embeddings | Jan 23, 2021 | SentenceWord Embeddings | CodeCode Available | 1 |
| On the Evolution of Word Order | Jan 23, 2021 | Sentence | —Unverified | 0 |
| Application of Lexical Features Towards Improvement of Filipino Readability Identification of Children's Literature | Jan 22, 2021 | Sentence | —Unverified | 0 |
| BERT Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets | Jan 22, 2021 | Face SwappingSentence | —Unverified | 0 |
| CMSAOne@Dravidian-CodeMix-FIRE2020: A Meta Embedding and Transformer model for Code-Mixed Sentiment Analysis on Social Media Text | Jan 22, 2021 | SentenceSentiment Analysis | CodeCode Available | 0 |
| Evaluation Discrepancy Discovery: A Sentence Compression Case-study | Jan 22, 2021 | SentenceSentence Compression | CodeCode Available | 0 |
| Enhanced word embeddings using multi-semantic representation through lexical chains | Jan 22, 2021 | Document ClassificationSentence | CodeCode Available | 0 |
| A Closer Look at Temporal Sentence Grounding in Videos: Dataset and Metric | Jan 22, 2021 | BenchmarkingSentence | CodeCode Available | 0 |
| The heads hypothesis: A unifying statistical approach towards understanding multi-headed attention in BERT | Jan 22, 2021 | Sentence | CodeCode Available | 0 |
| Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval | Jan 21, 2021 | Cross-Lingual Word EmbeddingsRepresentation Learning | CodeCode Available | 0 |
| Adv-OLM: Generating Textual Adversaries via OLM | Jan 21, 2021 | Sentencetext-classification | CodeCode Available | 0 |
| Macroscopic Control of Text Generation for Image Captioning | Jan 20, 2021 | DiversityImage Captioning | —Unverified | 0 |
| Situation and Behavior Understanding by Trope Detection on Films | Jan 19, 2021 | Reading ComprehensionSentence | CodeCode Available | 0 |
| Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach | Jan 19, 2021 | Deep Reinforcement LearningDialogue Generation | CodeCode Available | 1 |
| Abstractive Opinion Tagging | Jan 18, 2021 | Sentence | CodeCode Available | 0 |
| Neural Abstractive Text Summarizer for Telugu Language | Jan 18, 2021 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| What Makes Good In-Context Examples for GPT-3? | Jan 17, 2021 | Few-Shot LearningNatural Language Understanding | CodeCode Available | 4 |
| Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching | Jan 16, 2021 | Community Question AnsweringForm | CodeCode Available | 1 |
| Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests | Jan 16, 2021 | Decision MakingSentence | CodeCode Available | 1 |
| Mispronunciation Detection in Non-native (L2) English with Uncertainty Modeling | Jan 16, 2021 | Automatic Phoneme RecognitionPhoneme Recognition | —Unverified | 0 |
| To Understand Representation of Layer-aware Sequence Encoders as Multi-order-graph | Jan 16, 2021 | Machine TranslationSentence | —Unverified | 0 |
| ComQA:Compositional Question Answering via Hierarchical Graph Neural Networks | Jan 16, 2021 | Answer SelectionMachine Reading Comprehension | CodeCode Available | 1 |
| TSQA: Tabular Scenario Based Question Answering | Jan 14, 2021 | Machine Reading ComprehensionMultiple-choice | CodeCode Available | 1 |
| Training Data Leakage Analysis in Language Models | Jan 14, 2021 | Sentence | —Unverified | 0 |
| Transforming Multi-Conditioned Generation from Meaning Representation | Jan 12, 2021 | Data-to-Text GenerationSentence | CodeCode Available | 0 |
| BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer | Jan 11, 2021 | BenchmarkingBinary Relation Extraction | —Unverified | 0 |
| Automating the Compilation of Potential Core-Outcomes for Clinical Trials | Jan 11, 2021 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |