| Measure More, Question More: Experimental Studies on Transformer-based Language Models and Complement Coercion | Dec 20, 2022 | Natural Language UnderstandingSentence | —Unverified | 0 |
| Original or Translated? On the Use of Parallel Data for Translation Quality Estimation | Dec 20, 2022 | Data AugmentationMachine Translation | —Unverified | 0 |
| Extrinsic Evaluation of Machine Translation Metrics | Dec 20, 2022 | Dialogue State TrackingMachine Translation | —Unverified | 0 |
| A Simple Feature Method for Prosody Rhythm Comparison | Dec 20, 2022 | ClusteringRhythm | —Unverified | 0 |
| GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator | Dec 20, 2022 | DecoderDenoising | CodeCode Available | 0 |
| APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning | Dec 19, 2022 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| MANER: Mask Augmented Named Entity Recognition for Extreme Low-Resource Languages | Dec 19, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Enriching Relation Extraction with OpenIE | Dec 19, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| What to Read in a Contract? Party-Specific Summarization of Legal Obligations, Entitlements, and Prohibitions | Dec 19, 2022 | Extractive SummarizationSentence | —Unverified | 0 |
| Rethinking Label Smoothing on Multi-hop Question Answering | Dec 19, 2022 | Image ClassificationMachine Reading Comprehension | CodeCode Available | 0 |
| StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer | Dec 19, 2022 | Data AugmentationDecoder | —Unverified | 0 |
| SegAugment: Maximizing the Utility of Speech Translation Data with Segmentation-based Augmentations | Dec 19, 2022 | Data AugmentationSegmentation | CodeCode Available | 0 |
| Language model acceptability judgements are not always robust to context | Dec 18, 2022 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Sentence-level Feedback Generation for English Language Learners: Does Data Augmentation Help? | Dec 18, 2022 | Comment GenerationData Augmentation | —Unverified | 0 |
| Metaphorical Polysemy Detection: Conventional Metaphor meets Word Sense Disambiguation | Dec 16, 2022 | SentenceWord Sense Disambiguation | —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 |
| 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 |
| POIBERT: A Transformer-based Model for the Tour Recommendation Problem | Dec 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| HGAN: Hierarchical Graph Alignment Network for Image-Text Retrieval | Dec 16, 2022 | Image-text RetrievalRetrieval | —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 |
| 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 |
| 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 |
| Mortality Prediction Models with Clinical Notes Using Sparse Attention at the Word and Sentence Levels | Dec 12, 2022 | Mortality PredictionPrediction | —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 |
| Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access | Dec 10, 2022 | Response GenerationSentence | —Unverified | 0 |
| Plug-and-Play Recipe Generation with Content Planning | Dec 9, 2022 | Recipe GenerationSentence | —Unverified | 0 |
| MED-SE: Medical Entity Definition-based Sentence Embedding | Dec 9, 2022 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| Implicit causality in GPT-2: a case study | Dec 8, 2022 | Language ModelingLanguage Modelling | —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 |
| M3ST: Mix at Three Levels for Speech Translation | Dec 7, 2022 | Data AugmentationDiversity | —Unverified | 0 |
| Learning-To-Embed: Adopting Transformer based models for E-commerce Products Representation Learning | Dec 7, 2022 | Product RecommendationRepresentation Learning | —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 |
| Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation | Dec 5, 2022 | Contrastive LearningCross-Domain Few-Shot | —Unverified | 0 |
| Understanding How Model Size Affects Few-shot Instruction Prompting | Dec 4, 2022 | Sentence | —Unverified | 0 |
| CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation | Dec 4, 2022 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| T-STAR: Truthful Style Transfer using AMR Graph as Intermediate Representation | Dec 3, 2022 | Abstract Meaning RepresentationDecoder | —Unverified | 0 |
| Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field | Dec 3, 2022 | Entity TypingSentence | —Unverified | 0 |
| Event knowledge in large language models: the gap between the impossible and the unlikely | Dec 2, 2022 | SentenceWorld Knowledge | CodeCode Available | 0 |
| Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder | Dec 1, 2022 | Dialogue GenerationSemantic Segmentation | —Unverified | 0 |
| Revisiting text decomposition methods for NLI-based factuality scoring of summaries | Nov 30, 2022 | Natural Language InferenceSentence | —Unverified | 0 |
| Uncertainty-Aware Image Captioning | Nov 30, 2022 | Caption GenerationImage Captioning | —Unverified | 0 |