| Explainable Semantic Space by Grounding Language to Vision with Cross-Modal Contrastive Learning | Nov 13, 2021 | Contrastive LearningImage Retrieval | —Unverified | 0 |
| Self-Normalized Importance Sampling for Neural Language Modeling | Nov 11, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| SynthBio: A Case Study in Human-AI Collaborative Curation of Text Datasets | Nov 11, 2021 | AttributeLanguage Modeling | —Unverified | 0 |
| FPM: A Collection of Large-scale Foundation Pre-trained Language Models | Nov 9, 2021 | DecoderLanguage Modeling | —Unverified | 0 |
| Machine-in-the-Loop Rewriting for Creative Image Captioning | Nov 7, 2021 | DescriptiveImage Captioning | CodeCode Available | 0 |
| Effective Cross-Utterance Language Modeling for Conversational Speech Recognition | Nov 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| CoreLM: Coreference-aware Language Model Fine-Tuning | Nov 4, 2021 | LAMBADALanguage Modeling | —Unverified | 0 |
| A text autoencoder from transformer for fast encoding language representation | Nov 4, 2021 | CPULanguage Modeling | —Unverified | 0 |
| Leveraging Advantages of Interactive and Non-Interactive Models for Vector-Based Cross-Lingual Information Retrieval | Nov 3, 2021 | Computational EfficiencyCross-Lingual Information Retrieval | —Unverified | 0 |
| Integrating Pretrained Language Model for Dialogue Policy Learning | Nov 2, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Detection of Hate Speech using BERT and Hate Speech Word Embedding with Deep Model | Nov 2, 2021 | Binary ClassificationHate Speech Detection | —Unverified | 0 |
| ArabicTransformer: Efficient Large Arabic Language Model with Funnel Transformer and ELECTRA Objective | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Language Model-based Generative Classifier for Sentence-level Discourse Parsing | Nov 1, 2021 | Discourse ParsingDiscourse Segmentation | —Unverified | 0 |
| Hyperparameter Power Impact in Transformer Language Model Training | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Exploring Multitask Learning for Low-Resource Abstractive Summarization | Nov 1, 2021 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 0 |
| A practical perspective on connective generation | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Effective Fine-Tuning Methods for Cross-lingual Adaptation | Nov 1, 2021 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| BPM_MT: Enhanced Backchannel Prediction Model using Multi-Task Learning | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Synonym Recommendation Using Sentence Context | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| APIRecX: Cross-Library API Recommendation via Pre-Trained Language Model | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| “It doesn’t look good for a date”: Transforming Critiques into Preferences for Conversational Recommendation Systems | Nov 1, 2021 | Common Sense ReasoningConversational Recommendation | CodeCode Available | 0 |
| APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing | Nov 1, 2021 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| Casting the Same Sentiment Classification Problem | Nov 1, 2021 | ClassificationLanguage Modeling | CodeCode Available | 0 |
| How Length Prediction Influence the Performance of Non-Autoregressive Translation? | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| IGA: An Intent-Guided Authoring Assistant | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Model Pretraining and Transfer Learning for Very Low Resource Languages | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Cross-lingual Representations for Event Coreference Resolution with Multi-view Alignment and Optimal Transport | Nov 1, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships | Nov 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| Corporate Bankruptcy Prediction with BERT Model | Nov 1, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Cryptocurrency Day Trading and Framing Prediction in Microblog Discourse | Nov 1, 2021 | Deep ClusteringLanguage Modeling | —Unverified | 0 |
| Can Character-based Language Models Improve Downstream Task Performances In Low-Resource And Noisy Language Scenarios? | Nov 1, 2021 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning | Nov 1, 2021 | Cross-Lingual TransferDecoder | —Unverified | 0 |
| BART for Post-Correction of OCR Newspaper Text | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Clustering for Multilingual Named Entity Recognition | Nov 1, 2021 | ClusteringLanguage Identification | —Unverified | 0 |
| GTCOM Neural Machine Translation Systems for WMT21 | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Domain-adaptation of spherical embeddings | Nov 1, 2021 | Document ClassificationDomain Adaptation | —Unverified | 0 |
| A Fine-Grained Analysis of BERTScore | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Distilling Word Meaning in Context from Pre-trained Language Models | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Distilling Relation Embeddings from Pretrained Language Models | Nov 1, 2021 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| Chinese WPLC: A Chinese Dataset for Evaluating Pretrained Language Models on Word Prediction Given Long-Range Context | Nov 1, 2021 | DiversityLanguage Modeling | —Unverified | 0 |
| Small Model and In-Domain Data Are All You Need | Nov 1, 2021 | AllLanguage Modeling | —Unverified | 0 |
| SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check | Nov 1, 2021 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| ODIST: Open World Classification via Distributionally Shifted Instances | Nov 1, 2021 | ClassificationLanguage Modeling | —Unverified | 0 |
| Multi-task Learning in Argument Mining for Persuasive Online Discussions | Nov 1, 2021 | Argument MiningLanguage Modeling | —Unverified | 0 |
| The World of an Octopus: How Reporting Bias Influences a Language Model’s Perception of Color | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Named Entity Recognition in Historic Legal Text: A Transformer and State Machine Ensemble Method | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Paraphrasing Compound Nominalizations | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Zero-shot cross-lingual Meaning Representation Transfer: Annotation of Hungarian using the Prague Functional Generative Description | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Modeling Mathematical Notation Semantics in Academic Papers | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |