| GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator | Dec 20, 2022 | DecoderDenoising | CodeCode Available | 0 |
| Extrinsic Evaluation of Machine Translation Metrics | Dec 20, 2022 | Dialogue State TrackingMachine Translation | —Unverified | 0 |
| Original or Translated? On the Use of Parallel Data for Translation Quality Estimation | Dec 20, 2022 | Data AugmentationMachine Translation | —Unverified | 0 |
| Empowering Sentence Encoders with Prompting and Label Retrieval for Zero-shot Text Classification | Dec 20, 2022 | ClassificationDescriptive | —Unverified | 0 |
| A Simple Feature Method for Prosody Rhythm Comparison | Dec 20, 2022 | ClusteringRhythm | —Unverified | 0 |
| Rethinking Label Smoothing on Multi-hop Question Answering | Dec 19, 2022 | Image ClassificationMachine Reading Comprehension | CodeCode Available | 0 |
| Enriching Relation Extraction with OpenIE | Dec 19, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning | Dec 19, 2022 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| SegAugment: Maximizing the Utility of Speech Translation Data with Segmentation-based Augmentations | Dec 19, 2022 | Data AugmentationSegmentation | CodeCode Available | 0 |
| What to Read in a Contract? Party-Specific Summarization of Legal Obligations, Entitlements, and Prohibitions | Dec 19, 2022 | Extractive SummarizationSentence | —Unverified | 0 |
| StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer | Dec 19, 2022 | Data AugmentationDecoder | —Unverified | 0 |
| MANER: Mask Augmented Named Entity Recognition for Extreme Low-Resource Languages | Dec 19, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Sentence-level Feedback Generation for English Language Learners: Does Data Augmentation Help? | Dec 18, 2022 | Comment GenerationData Augmentation | —Unverified | 0 |
| Language model acceptability judgements are not always robust to context | Dec 18, 2022 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| POIBERT: A Transformer-based Model for the Tour Recommendation Problem | Dec 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Metaphorical Polysemy Detection: Conventional Metaphor meets Word Sense Disambiguation | Dec 16, 2022 | SentenceWord Sense Disambiguation | —Unverified | 0 |
| HGAN: Hierarchical Graph Alignment Network for Image-Text Retrieval | Dec 16, 2022 | Image-text RetrievalRetrieval | —Unverified | 0 |
| Law to Binary Tree -- An Formal Interpretation of Legal Natural Language | Dec 16, 2022 | Decision MakingLegal Reasoning | —Unverified | 0 |
| Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better | Dec 16, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Multi-Scales Data Augmentation Approach In Natural Language Inference For Artifacts Mitigation And Pre-Trained Model Optimization | Dec 16, 2022 | Data AugmentationModel Optimization | —Unverified | 0 |
| Rarely a problem? Language models exhibit inverse scaling in their predictions following few-type quantifiers | Dec 16, 2022 | SentenceVocal Bursts Type Prediction | —Unverified | 0 |
| CLIPPO: Image-and-Language Understanding from Pixels Only | Dec 15, 2022 | Contrastive Learningimage-classification | —Unverified | 0 |
| Advancing Multilingual Pre-training: TRIP Triangular Document-level Pre-training for Multilingual Language Models | Dec 15, 2022 | Abstractive Text SummarizationCross-Lingual Abstractive Summarization | —Unverified | 0 |
| Using Two Losses and Two Datasets Simultaneously to Improve TempoWiC Accuracy | Dec 15, 2022 | SentenceVocal Bursts Valence Prediction | —Unverified | 0 |
| SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation | Dec 14, 2022 | Data AugmentationSentence | —Unverified | 0 |