| AEON: A Method for Automatic Evaluation of NLP Test Cases | May 13, 2022 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| Design and Implementation of a Quantum Kernel for Natural Language Processing | May 13, 2022 | Quantum Machine LearningSentence | CodeCode Available | 0 |
| The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation | May 13, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Improving Contextual Representation with Gloss Regularized Pre-training | May 13, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Using Natural Sentences for Understanding Biases in Language Models | May 12, 2022 | Sentence | CodeCode Available | 0 |
| AppTek's Submission to the IWSLT 2022 Isometric Spoken Language Translation Task | May 12, 2022 | SentenceTranslation | —Unverified | 0 |
| Zero-shot Code-Mixed Offensive Span Identification through Rationale Extraction | May 12, 2022 | Data AugmentationSentence | CodeCode Available | 0 |
| Automated Audio Captioning: An Overview of Recent Progress and New Challenges | May 12, 2022 | Audio captioningCaption Generation | —Unverified | 0 |
| Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022 | May 12, 2022 | Domain AdaptationLow Resource NMT | —Unverified | 0 |
| Relational Triple Extraction: One Step is Enough | May 11, 2022 | graph constructionSentence | —Unverified | 0 |
| Utilizing coarse-grained data in low-data settings for event extraction | May 11, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Sentence-level Privacy for Document Embeddings | May 10, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ParaCotta: Synthetic Multilingual Paraphrase Corpora from the Most Diverse Translation Sample Pair | May 10, 2022 | Machine TranslationSentence | —Unverified | 0 |
| AdMix: A Mixed Sample Data Augmentation Method for Neural Machine Translation | May 10, 2022 | Data AugmentationMachine Translation | —Unverified | 0 |
| Extracting Latent Steering Vectors from Pretrained Language Models | May 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SuMe: A Dataset Towards Summarizing Biomedical Mechanisms | May 10, 2022 | Sentence | CodeCode Available | 0 |
| CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality | May 9, 2022 | Machine TranslationSentence | CodeCode Available | 1 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | May 9, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level Quality | May 9, 2022 | SentenceSpeech Synthesis | CodeCode Available | 2 |
| RoViST:Learning Robust Metrics for Visual Storytelling | May 8, 2022 | SentenceText Generation | CodeCode Available | 0 |
| GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction | May 8, 2022 | Graph Neural NetworkRelation | —Unverified | 0 |
| Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis | May 8, 2022 | counterfactualRelation | CodeCode Available | 1 |
| CORWA: A Citation-Oriented Related Work Annotation Dataset | May 7, 2022 | Sentence | CodeCode Available | 1 |
| When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it | May 6, 2022 | NegationSentence | CodeCode Available | 0 |
| Dual-Level Decoupled Transformer for Video Captioning | May 6, 2022 | DescriptiveSentence | —Unverified | 0 |
| Efficient yet Competitive Speech Translation: FBK@IWSLT2022 | May 5, 2022 | SentenceTranslation | —Unverified | 0 |
| Declaration-based Prompt Tuning for Visual Question Answering | May 5, 2022 | Image-text matchingLanguage Modeling | CodeCode Available | 1 |
| Unsupervised Mismatch Localization in Cross-Modal Sequential Data with Application to Mispronunciations Localization | May 5, 2022 | Sentence | —Unverified | 0 |
| A Dataset for N-ary Relation Extraction of Drug Combinations | May 4, 2022 | Drug–drug Interaction ExtractionRelation | CodeCode Available | 1 |
| Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification | May 4, 2022 | AllSentence | —Unverified | 0 |
| Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer | May 4, 2022 | DenoisingSentence | CodeCode Available | 0 |
| Design of a novel Korean learning application for efficient pronunciation correction | May 4, 2022 | Sentencespeech-recognition | —Unverified | 0 |
| Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment | May 4, 2022 | SentenceText to SQL | CodeCode Available | 1 |
| HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction | May 4, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Few-Shot Document-Level Relation Extraction | May 4, 2022 | Document-level Relation ExtractionDomain Adaptation | CodeCode Available | 1 |
| Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness | May 4, 2022 | Document SummarizationMulti-Document Summarization | CodeCode Available | 1 |
| Learn To Remember: Transformer with Recurrent Memory for Document-Level Machine Translation | May 3, 2022 | Document Level Machine TranslationMachine Translation | —Unverified | 0 |
| The Limits of Word Level Differential Privacy | May 2, 2022 | SentenceText Anonymization | —Unverified | 0 |
| Multi-Task Text Classification using Graph Convolutional Networks for Large-Scale Low Resource Language | May 2, 2022 | Graph ReconstructionSarcasm Detection | CodeCode Available | 0 |
| Debiased Contrastive Learning of Unsupervised Sentence Representations | May 2, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES | May 2, 2022 | Machine TranslationMulti-Label Classification | —Unverified | 0 |
| Paragraph-based Transformer Pre-training for Multi-Sentence Inference | May 2, 2022 | Answer SelectionFact Verification | CodeCode Available | 1 |
| OIE@OIA: an Adaptable and Efficient Open Information Extraction Framework | May 1, 2022 | Open Information ExtractionSentence | —Unverified | 0 |
| Learned Incremental Representations for Parsing | May 1, 2022 | Constituency ParsingSentence | CodeCode Available | 1 |
| Unsupervised Dependency Graph Network | May 1, 2022 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction | May 1, 2022 | Aspect Sentiment Triplet ExtractionRelation | CodeCode Available | 1 |
| Predicate-Argument Based Bi-Encoder for Paraphrase Identification | May 1, 2022 | Paraphrase IdentificationSentence | —Unverified | 0 |
| Word Order Does Matter and Shuffled Language Models Know It | May 1, 2022 | PositionSegmentation | —Unverified | 0 |
| BiTIIMT: A Bilingual Text-infilling Method for Interactive Machine Translation | May 1, 2022 | Machine TranslationSentence | —Unverified | 0 |
| TS-ANNO: An Annotation Tool to Build, Annotate and Evaluate Text Simplification Corpora | May 1, 2022 | SentenceText Simplification | CodeCode Available | 1 |
