| POIBERT: A Transformer-based Model for the Tour Recommendation Problem | Dec 16, 2022 | Language ModelingLanguage Modelling | —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 |
| HGAN: Hierarchical Graph Alignment Network for Image-Text Retrieval | Dec 16, 2022 | Image-text RetrievalRetrieval | —Unverified | 0 |
| BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric | Dec 16, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 2 |
| Metaphorical Polysemy Detection: Conventional Metaphor meets Word Sense Disambiguation | Dec 16, 2022 | SentenceWord Sense Disambiguation | —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 |
| Law to Binary Tree -- An Formal Interpretation of Legal Natural Language | Dec 16, 2022 | Decision MakingLegal Reasoning | —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 |
| CLIPPO: Image-and-Language Understanding from Pixels Only | Dec 15, 2022 | Contrastive Learningimage-classification | —Unverified | 0 |
| Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders | Dec 14, 2022 | ClassificationContrastive Learning | —Unverified | 0 |
| SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation | Dec 14, 2022 | Data AugmentationSentence | —Unverified | 0 |
| Mortality Prediction Models with Clinical Notes Using Sparse Attention at the Word and Sentence Levels | Dec 12, 2022 | Mortality PredictionPrediction | —Unverified | 0 |
| ScanEnts3D: Exploiting Phrase-to-3D-Object Correspondences for Improved Visio-Linguistic Models in 3D Scenes | Dec 12, 2022 | SentenceText Generation | —Unverified | 0 |
| Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue | Dec 12, 2022 | HallucinationSentence | —Unverified | 0 |
| P-Transformer: Towards Better Document-to-Document Neural Machine Translation | Dec 12, 2022 | Machine TranslationNMT | CodeCode Available | 0 |
| SetGNER: General Named Entity Recognition as Entity Set Generation | Dec 11, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| BASPRO: a balanced script producer for speech corpus collection based on the genetic algorithm | Dec 11, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access | Dec 10, 2022 | Response GenerationSentence | —Unverified | 0 |
| MED-SE: Medical Entity Definition-based Sentence Embedding | Dec 9, 2022 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| Plug-and-Play Recipe Generation with Content Planning | Dec 9, 2022 | Recipe GenerationSentence | —Unverified | 0 |
| Explain to me like I am five -- Sentence Simplification Using Transformers | Dec 8, 2022 | Sentence | CodeCode Available | 0 |
| Scientific Paper Extractive Summarization Enhanced by Citation Graphs | Dec 8, 2022 | Extractive SummarizationLink Prediction | —Unverified | 0 |
| Implicit causality in GPT-2: a case study | Dec 8, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning-To-Embed: Adopting Transformer based models for E-commerce Products Representation Learning | Dec 7, 2022 | Product RecommendationRepresentation Learning | —Unverified | 0 |
| M3ST: Mix at Three Levels for Speech Translation | Dec 7, 2022 | Data AugmentationDiversity | —Unverified | 0 |
| Emotion Conditioned Creative Dialog Generation | Dec 6, 2022 | Sentence | —Unverified | 0 |
| LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval | Dec 6, 2022 | Domain GeneralizationNatural Language Inference | CodeCode Available | 0 |
| Semantic-Conditional Diffusion Networks for Image Captioning | Dec 6, 2022 | Cross-Modal RetrievalDecoder | CodeCode Available | 2 |
| Neural Machine Translation with Contrastive Translation Memories | Dec 6, 2022 | Contrastive LearningMachine Translation | CodeCode Available | 1 |
| Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation | Dec 5, 2022 | Contrastive LearningCross-Domain Few-Shot | —Unverified | 0 |
| CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation | Dec 4, 2022 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| Understanding How Model Size Affects Few-shot Instruction Prompting | Dec 4, 2022 | Sentence | —Unverified | 0 |
| Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field | Dec 3, 2022 | Entity TypingSentence | —Unverified | 0 |
| T-STAR: Truthful Style Transfer using AMR Graph as Intermediate Representation | Dec 3, 2022 | Abstract Meaning RepresentationDecoder | —Unverified | 0 |
| Event knowledge in large language models: the gap between the impossible and the unlikely | Dec 2, 2022 | SentenceWorld Knowledge | CodeCode Available | 0 |
| Improving Simultaneous Machine Translation with Monolingual Data | Dec 2, 2022 | HallucinationKnowledge Distillation | CodeCode Available | 1 |
| Improving Iterative Text Revision by Learning Where to Edit from Other Revision Tasks | Dec 2, 2022 | Grammatical Error CorrectionSentence | CodeCode Available | 1 |
| SOLD: Sinhala Offensive Language Dataset | Dec 1, 2022 | Language IdentificationSentence | CodeCode Available | 1 |
| Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder | Dec 1, 2022 | Dialogue GenerationSemantic Segmentation | —Unverified | 0 |
| Uncertainty-Aware Image Captioning | Nov 30, 2022 | Caption GenerationImage Captioning | —Unverified | 0 |
| Revisiting text decomposition methods for NLI-based factuality scoring of summaries | Nov 30, 2022 | Natural Language InferenceSentence | —Unverified | 0 |
| X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection | Nov 30, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 |
| Rephrasing the Reference for Non-Autoregressive Machine Translation | Nov 30, 2022 | Machine TranslationSentence | —Unverified | 0 |
| VideoDubber: Machine Translation with Speech-Aware Length Control for Video Dubbing | Nov 30, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Zero-Shot Learning for Joint Intent and Slot Labeling | Nov 29, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| PhraseTransformer: An Incorporation of Local Context Information into Sequence-to-sequence Semantic Parsing | Nov 29, 2022 | Machine TranslationNMT | CodeCode Available | 0 |
| Penalizing Confident Predictions on Largely Perturbed Inputs Does Not Improve Out-of-Distribution Generalization in Question Answering | Nov 29, 2022 | Out-of-Distribution GeneralizationQuestion Answering | —Unverified | 0 |
| Context-Aware Robust Fine-Tuning | Nov 29, 2022 | Domain GeneralizationSentence | —Unverified | 0 |