| VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding | Nov 1, 2022 | Citation Intent ClassificationLanguage Modeling | —Unverified | 0 |
| NERVE at ROCLING 2022 Shared Task: A Comparison of Three Named Entity Recognition Frameworks Based on Language Model and Lexicon Approach | Nov 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Machine learning can guide experimental approaches for protein digestibility estimations | Nov 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task | Oct 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Modular Hybrid Autoregressive Transducer | Oct 31, 2022 | DecoderLanguage Modeling | —Unverified | 0 |
| WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain | Oct 31, 2022 | FLUELanguage Modeling | —Unverified | 0 |
| Tables to LaTeX: structure and content extraction from scientific tables | Oct 31, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CodeEditor: Learning to Edit Source Code with Pre-trained Models | Oct 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Simple, Yet Effective Approach to Finding Biases in Code Generation | Oct 31, 2022 | Causal Language ModelingCode Generation | —Unverified | 0 |
| Generating Sequences by Learning to Self-Correct | Oct 31, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Blank Collapse: Compressing CTC emission for the faster decoding | Oct 31, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| 1Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector | Oct 31, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts | Oct 30, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| token2vec: A Joint Self-Supervised Pre-training Framework Using Unpaired Speech and Text | Oct 30, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| NTULM: Enriching Social Media Text Representations with Non-Textual Units | Oct 29, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model | Oct 29, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Feature Engineering vs BERT on Twitter Data | Oct 28, 2022 | Feature EngineeringGPU | —Unverified | 0 |
| DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention | Oct 28, 2022 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models | Oct 28, 2022 | Common Sense ReasoningCoreference Resolution | —Unverified | 0 |
| UPainting: Unified Text-to-Image Diffusion Generation with Cross-modal Guidance | Oct 28, 2022 | Image GenerationImage-text matching | —Unverified | 0 |
| You can't pick your neighbors, or can you? When and how to rely on retrieval in the kNN-LM | Oct 28, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Nearest Neighbor Language Models for Stylistic Controllable Generation | Oct 27, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SAN: a robust end-to-end ASR model architecture | Oct 27, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Simulating realistic speech overlaps improves multi-talker ASR | Oct 27, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling | Oct 27, 2022 | Chinese Named Entity RecognitionChinese Word Segmentation | CodeCode Available | 0 |
| Seq2Seq-SC: End-to-End Semantic Communication Systems with Pre-trained Language Model | Oct 27, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge | Oct 27, 2022 | Acoustic Unit DiscoveryLanguage Modeling | —Unverified | 0 |
| Learning Joint Representation of Human Motion and Language | Oct 27, 2022 | Action RecognitionContrastive Learning | —Unverified | 0 |
| A Robust Bias Mitigation Procedure Based on the Stereotype Content Model | Oct 26, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream Tasks | Oct 26, 2022 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Incorporating Pre-training Paradigm for Antibody Sequence-Structure Co-design | Oct 26, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Better Intent Representations for Financial Open Intent Classification | Oct 25, 2022 | Classificationintent-classification | —Unverified | 0 |
| How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling | Oct 25, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Dual Mechanism Priming Effects in Hindi Word Order | Oct 25, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios | Oct 25, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Linguistic-Enhanced Transformer with CTC Embedding for Speech Recognition | Oct 25, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Same Pre-training Loss, Better Downstream: Implicit Bias Matters for Language Models | Oct 25, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence | Oct 25, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Unifying Reference Expression Generation and Comprehension | Oct 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks | Oct 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Better Few-Shot and Finetuning Performance with Forgetful Causal Language Models | Oct 24, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification | Oct 23, 2022 | Few-Shot Text ClassificationLanguage Modeling | —Unverified | 0 |
| Do Language Models Understand Measurements? | Oct 23, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A BERT-based Deep Learning Approach for Reputation Analysis in Social Media | Oct 23, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Hard Gate Knowledge Distillation -- Leverage Calibration for Robust and Reliable Language Model | Oct 22, 2022 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| LMPriors: Pre-Trained Language Models as Task-Specific Priors | Oct 22, 2022 | Causal InferenceCommon Sense Reasoning | —Unverified | 0 |
| NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation | Oct 22, 2022 | counterfactualData Augmentation | CodeCode Available | 0 |
| Understanding Domain Learning in Language Models Through Subpopulation Analysis | Oct 22, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| P^3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training | Oct 22, 2022 | Conversational Question AnsweringDecoder | —Unverified | 0 |
| PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding | Oct 22, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |