| 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 |
| NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework | Nov 7, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling | Nov 6, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Effective Cross-Utterance Language Modeling for Conversational Speech Recognition | Nov 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A text autoencoder from transformer for fast encoding language representation | Nov 4, 2021 | CPULanguage Modeling | —Unverified | 0 |
| CoreLM: Coreference-aware Language Model Fine-Tuning | Nov 4, 2021 | LAMBADALanguage 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 |
| Language Model Pretraining and Transfer Learning for Very Low Resource Languages | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Fine-Grained Analysis of BERTScore | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| GTCOM Neural Machine Translation Systems for WMT21 | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| NICT Kyoto Submission for the WMT’21 Quality Estimation Task: Multimetric Multilingual Pretraining for Critical Error Detection | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Small Model and In-Domain Data Are All You Need | Nov 1, 2021 | AllLanguage Modeling | —Unverified | 0 |
| Transfer Learning with Shallow Decoders: BSC at WMT2021’s Multilingual Low-Resource Translation for Indo-European Languages Shared Task | Nov 1, 2021 | ArticlesDecoder | CodeCode Available | 0 |
| What BERT Based Language Model Learns in Spoken Transcripts: An Empirical Study | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ProSPer: Probing Human and Neural Network Language Model Understanding of Spatial Perspective | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| How Length Prediction Influence the Performance of Non-Autoregressive Translation? | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| BART for Post-Correction of OCR Newspaper Text | Nov 1, 2021 | Language ModelingLanguage Modelling | —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 |
| A Pilot Study for BERT Language Modelling and Morphological Analysis for Ancient and Medieval Greek | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Unsupervised Adverbial Identification in Modern Chinese Literature | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 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 |
| Learning Cross-lingual Representations for Event Coreference Resolution with Multi-view Alignment and Optimal Transport | Nov 1, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Effective Use of Graph Convolution Network and Contextual Sub-Tree for Commodity News Event Extraction | Nov 1, 2021 | Event ExtractionLanguage Modeling | CodeCode Available | 1 |
| Distilling Relation Embeddings from Pretrained Language Models | Nov 1, 2021 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| Effective Fine-Tuning Methods for Cross-lingual Adaptation | Nov 1, 2021 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Paraphrasing Compound Nominalizations | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Multi-View Post-OCR Error Correction With Language Models | Nov 1, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check | Nov 1, 2021 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| What Can a Generative Language Model Answer About a Passage? | Nov 1, 2021 | Language ModelingLanguage Modelling | —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 |
| Multi-task Learning in Argument Mining for Persuasive Online Discussions | Nov 1, 2021 | Argument MiningLanguage Modeling | —Unverified | 0 |
| Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| BPM_MT: Enhanced Backchannel Prediction Model using Multi-Task Learning | 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 |
| AESOP: Paraphrase Generation with Adaptive Syntactic Control | Nov 1, 2021 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| A Language Model-based Generative Classifier for Sentence-level Discourse Parsing | Nov 1, 2021 | Discourse ParsingDiscourse Segmentation | —Unverified | 0 |
| Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder | Nov 1, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Chinese WPLC: A Chinese Dataset for Evaluating Pretrained Language Models on Word Prediction Given Long-Range Context | Nov 1, 2021 | DiversityLanguage Modeling | —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 |
| IGA: An Intent-Guided Authoring Assistant | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| AttentionRank: Unsupervised Keyphrase Extraction using Self and Cross Attentions | Nov 1, 2021 | Keyphrase ExtractionLanguage Modeling | CodeCode Available | 1 |
| Distilling Word Meaning in Context from Pre-trained Language Models | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing | Nov 1, 2021 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| ArabicTransformer: Efficient Large Arabic Language Model with Funnel Transformer and ELECTRA Objective | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |