| An Attention-Based Model for Predicting Contextual Informativeness and Curriculum Learning Applications | Apr 21, 2022 | InformativenessSentence | CodeCode Available | 0 |
| OTExtSum: Extractive Text Summarisation with Optimal Transport | Apr 21, 2022 | Sentence | CodeCode Available | 0 |
| A Masked Image Reconstruction Network for Document-level Relation Extraction | Apr 21, 2022 | Document-level Relation ExtractionImage Reconstruction | —Unverified | 0 |
| Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval | Apr 21, 2022 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 2 |
| Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning | Apr 20, 2022 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| Towards Arabic Sentence Simplification via Classification and Generative Approaches | Apr 20, 2022 | ClassificationLexical Simplification | CodeCode Available | 0 |
| Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi | Apr 19, 2022 | ArticlesClassification | —Unverified | 0 |
| Cross-Lingual Phrase Retrieval | Apr 19, 2022 | RetrievalSentence | CodeCode Available | 0 |
| Cross-view Brain Decoding | Apr 18, 2022 | Brain DecodingImage Captioning | —Unverified | 0 |
| Gated Multimodal Fusion with Contrastive Learning for Turn-taking Prediction in Human-robot Dialogue | Apr 18, 2022 | Contrastive LearningData Augmentation | —Unverified | 0 |
| L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language Models | Apr 18, 2022 | Language IdentificationLanguage Modelling | CodeCode Available | 1 |
| GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding | Apr 18, 2022 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 0 |
| Residue-Based Natural Language Adversarial Attack Detection | Apr 17, 2022 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 |
| Nested Named Entity Recognition as Holistic Structure Parsing | Apr 17, 2022 | Domain Adaptationnamed-entity-recognition | —Unverified | 0 |
| kpfriends at SemEval-2022 Task 2: NEAMER -- Named Entity Augmented Multi-word Expression Recognizer | Apr 17, 2022 | SentenceSentence Embedding | —Unverified | 0 |
| SimpleBERT: A Pre-trained Model That Learns to Generate Simple Words | Apr 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Attention-based Sentence-Level Meta-Embeddings from Contextualised Language Models | Apr 16, 2022 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| Bridging Cross-Lingual Gaps During Leveraging the Multilingual Sequence-to-Sequence Pretraining for Text Generation and Understanding | Apr 16, 2022 | Cross-Lingual Natural Language InferenceNatural Language Inference | CodeCode Available | 0 |
| nigam@COLIEE-22: Legal Case Retrieval and Entailment using Cascading of Lexical and Semantic-based models | Apr 16, 2022 | RetrievalSentence | CodeCode Available | 0 |
| A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment Analysis | Apr 16, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Chinese Idiom Paraphrasing | Apr 15, 2022 | Machine TranslationParaphrase Generation | CodeCode Available | 1 |
| Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters | Apr 15, 2022 | Natural Language InferenceRetrieval | CodeCode Available | 0 |
| Training Entire-Space Models for Target-oriented Opinion Words Extraction | Apr 15, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification | Apr 15, 2022 | Event Causality IdentificationNode Classification | —Unverified | 0 |
| Towards Fine-grained Causal Reasoning and QA | Apr 15, 2022 | Question AnsweringSentence | CodeCode Available | 1 |
| Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition | Apr 15, 2022 | Binary ClassificationDiversity | —Unverified | 0 |
| Evaluation Benchmarks for Spanish Sentence Representations | Apr 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Challenges for Open-domain Targeted Sentiment Analysis | Apr 14, 2022 | SentenceSentiment Analysis | —Unverified | 0 |
| Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation | Apr 14, 2022 | Data AugmentationMachine Translation | CodeCode Available | 1 |
| Multi-label topic classification for COVID-19 literature with Bioformer | Apr 14, 2022 | ArticlesClassification | —Unverified | 0 |
| Label Semantic Aware Pre-training for Few-shot Text Classification | Apr 14, 2022 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 |
| HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection | Apr 13, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| L3Cube-MahaNER: A Marathi Named Entity Recognition Dataset and BERT models | Apr 12, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| GERE: Generative Evidence Retrieval for Fact Verification | Apr 12, 2022 | Claim VerificationFact Verification | CodeCode Available | 1 |
| Enhancement of Pitch Controllability using Timbre-Preserving Pitch Augmentation in FastPitch | Apr 12, 2022 | Sentencetext-to-speech | —Unverified | 0 |
| Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition | Apr 12, 2022 | Graph Neural Networknamed-entity-recognition | —Unverified | 0 |
| A Token-level Contrastive Framework for Sign Language Translation | Apr 11, 2022 | Contrastive LearningMachine Translation | CodeCode Available | 0 |
| Reasoning with Multi-Structure Commonsense Knowledge in Visual Dialog | Apr 10, 2022 | Logical ReasoningSentence | —Unverified | 0 |
| IDPG: An Instance-Dependent Prompt Generation Method | Apr 9, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Modeling Multi-Granularity Hierarchical Features for Relation Extraction | Apr 9, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| BioRED: A Rich Biomedical Relation Extraction Dataset | Apr 8, 2022 | BenchmarkingBinary Relation Extraction | CodeCode Available | 1 |
| BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model | Apr 8, 2022 | Entity LinkingLanguage Modeling | CodeCode Available | 1 |
| On Distinctive Image Captioning via Comparing and Reweighting | Apr 8, 2022 | Image CaptioningRetrieval | —Unverified | 0 |
| Accelerating Attention through Gradient-Based Learned Runtime Pruning | Apr 7, 2022 | Sentence | —Unverified | 0 |
| Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field Inference | Apr 7, 2022 | Dependency ParsingSemantic Dependency Parsing | CodeCode Available | 0 |
| Sequence-Based Extractive Summarisation for Scientific Articles | Apr 7, 2022 | ArticlesSentence | —Unverified | 0 |
| Towards Automatic Construction of Filipino WordNet: Word Sense Induction and Synset Induction Using Sentence Embeddings | Apr 7, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Testing the limits of natural language models for predicting human language judgments | Apr 7, 2022 | Sentence | CodeCode Available | 0 |
| Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level Representations | Apr 7, 2022 | Contrastive LearningDenoising | —Unverified | 0 |
| The TalkMoves Dataset: K-12 Mathematics Lesson Transcripts Annotated for Teacher and Student Discursive Moves | Apr 6, 2022 | MathSentence | CodeCode Available | 1 |