| Bangla-Wave: Improving Bangla Automatic Speech Recognition Utilizing N-gram Language Models | Sep 13, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Improving Language Model Prompting in Support of Semi-autonomous Task Learning | Sep 13, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Exploring Code Style Transfer with Neural Networks | Sep 13, 2022 | ClusteringLanguage Modeling | —Unverified | 0 |
| Revisiting Neural Scaling Laws in Language and Vision | Sep 13, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling | Sep 13, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 |
| Open-Domain Dialog Evaluation using Follow-Ups Likelihood | Sep 12, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Applying wav2vec2 for Speech Recognition on Bengali Common Voices Dataset | Sep 11, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Complex Network based Graph Embedding Method for Link Prediction | Sep 11, 2022 | Data VisualizationGraph Embedding | —Unverified | 0 |
| OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue | Sep 10, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition | Sep 9, 2022 | AllDomain Generalization | CodeCode Available | 2 |
| Multilingual Transformer Language Model for Speech Recognition in Low-resource Languages | Sep 8, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Non-autoregressive Error Correction for CTC-based ASR with Phone-conditioned Masked LM | Sep 8, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Multi-Granularity Prediction for Scene Text Recognition | Sep 8, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model | Sep 8, 2022 | Event Causality IdentificationLanguage Modeling | CodeCode Available | 0 |
| IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach | Sep 8, 2022 | Event Causality IdentificationLanguage Modeling | CodeCode Available | 0 |
| AudioLM: a Language Modeling Approach to Audio Generation | Sep 7, 2022 | Audio Generation | CodeCode Available | 7 |
| Blessing of Class Diversity in Pre-training | Sep 7, 2022 | DiversityLanguage Modeling | —Unverified | 0 |
| ASR2K: Speech Recognition for Around 2000 Languages without Audio | Sep 6, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Mlphon: A Multifunctional Grapheme-Phoneme Conversion Tool Using Finite State Transducers | Sep 5, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Distilling the Knowledge of BERT for CTC-based ASR | Sep 5, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Do Large Language Models know what humans know? | Sep 4, 2022 | AttributeLanguage Modeling | CodeCode Available | 0 |
| Semantically Meaningful Metrics for Norwegian ASR Systems | Sep 3, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| TransPolymer: a Transformer-based language model for polymer property predictions | Sep 3, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Neural Approaches to Multilingual Information Retrieval | Sep 3, 2022 | Document TranslationInformation Retrieval | —Unverified | 0 |
| Vision-Language Adaptive Mutual Decoder for OOV-STR | Sep 2, 2022 | DecoderLanguage Modeling | —Unverified | 0 |
| FOLIO: Natural Language Reasoning with First-Order Logic | Sep 2, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Prefix Embeddings for In-context Machine Translation | Sep 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| UDapter: Typology-based Language Adapters for Multilingual Dependency Parsing and Sequence Labeling | Sep 1, 2022 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| Enhancing Semantic Understanding with Self-supervised Methods for Abstractive Dialogue Summarization | Sep 1, 2022 | Abstractive Dialogue SummarizationAbstractive Text Summarization | —Unverified | 0 |
| LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval | Aug 31, 2022 | CPUDecoder | CodeCode Available | 1 |
| Efficient Sparsely Activated Transformers | Aug 31, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Continuous QA Learning with Structured Prompts | Aug 31, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| To Adapt or to Fine-tune: A Case Study on Abstractive Summarization | Aug 30, 2022 | Abstractive Text SummarizationLanguage Modeling | CodeCode Available | 0 |
| Efficient and Interpretable Neural Models for Entity Tracking | Aug 30, 2022 | Coreference ResolutionLanguage Modeling | —Unverified | 0 |
| Personal Attribute Prediction from Conversations | Aug 29, 2022 | AttributeLanguage Modeling | CodeCode Available | 0 |
| LogicRank: Logic Induced Reranking for Generative Text-to-Image Systems | Aug 29, 2022 | Image GenerationLanguage Modeling | —Unverified | 0 |
| Bayesian Neural Network Language Modeling for Speech Recognition | Aug 28, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| On Unsupervised Training of Link Grammar Based Language Models | Aug 27, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Extracting Biomedical Factual Knowledge Using Pretrained Language Model and Electronic Health Record Context | Aug 26, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Training a T5 Using Lab-sized Resources | Aug 25, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PEER: A Collaborative Language Model | Aug 24, 2022 | DiversityLanguage Modeling | —Unverified | 0 |
| Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models | Aug 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning from Unlabeled 3D Environments for Vision-and-Language Navigation | Aug 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model | Aug 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning Better Masking for Better Language Model Pre-training | Aug 23, 2022 | DenoisingLanguage Modeling | CodeCode Available | 0 |
| Evaluate Confidence Instead of Perplexity for Zero-shot Commonsense Reasoning | Aug 23, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation | Aug 23, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations | Aug 23, 2022 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Prompting as Probing: Using Language Models for Knowledge Base Construction | Aug 23, 2022 | Knowledge Base ConstructionLanguage Modeling | CodeCode Available | 1 |
| Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks | Aug 22, 2022 | AllCross-Modal Retrieval | CodeCode Available | 0 |