| APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning | Dec 19, 2022 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Explanation Regeneration via Information Bottleneck | Dec 19, 2022 | Explanation GenerationLanguage Modeling | CodeCode Available | 0 |
| MANTIS at TSAR-2022 Shared Task: Improved Unsupervised Lexical Simplification with Pretrained Encoders | Dec 19, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering | Dec 19, 2022 | Chart Question AnsweringData Summarization | —Unverified | 0 |
| Natural Language to Code Generation in Interactive Data Science Notebooks | Dec 19, 2022 | Code GenerationDiversity | —Unverified | 0 |
| Mu^2SLAM: Multitask, Multilingual Speech and Language Models | Dec 19, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Very Large Language Model as a Unified Methodology of Text Mining | Dec 19, 2022 | ClusteringLanguage Modeling | CodeCode Available | 0 |
| Language model acceptability judgements are not always robust to context | Dec 18, 2022 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Claim Optimization in Computational Argumentation | Dec 17, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Investigation of Japanese PnG BERT language model in text-to-speech synthesis for pitch accent language | Dec 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ALERT: Adapting Language Models to Reasoning Tasks | Dec 16, 2022 | Few-Shot LearningLanguage Modeling | —Unverified | 0 |
| LegalRelectra: Mixed-domain Language Modeling for Long-range Legal Text Comprehension | Dec 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| POIBERT: A Transformer-based Model for the Tour Recommendation Problem | Dec 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The Effects of In-domain Corpus Size on pre-training BERT | Dec 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Attention as a Guide for Simultaneous Speech Translation | Dec 15, 2022 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Joint processing of linguistic properties in brains and language models | Dec 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference | Dec 15, 2022 | DecoderLanguage Modeling | —Unverified | 0 |
| Improving Chess Commentaries by Combining Language Models with Symbolic Reasoning Engines | Dec 15, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Cross-Modal Similarity-Based Curriculum Learning for Image Captioning | Dec 14, 2022 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| MANTa: Efficient Gradient-Based Tokenization for Robust End-to-End Language Modeling | Dec 14, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The Challenges of HTR Model Training: Feedback from the Project Donner le gout de l'archive a l'ere numerique | Dec 13, 2022 | Handwriting RecognitionHandwritten Text Recognition | —Unverified | 0 |
| Technical Report -- Competition Solution for Prompt Tuning using Pretrained Language Model | Dec 13, 2022 | Few-Shot LearningLanguage Modeling | —Unverified | 0 |
| Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? | Dec 13, 2022 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Deep Image Style Transfer from Freeform Text | Dec 13, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CNO-LSTM: A Chaotic Neural Oscillatory Long Short-Term Memory Model for Text Classification | Dec 12, 2022 | ClassificationGPU | —Unverified | 0 |
| Artificial Text Detection with Multiple Training Strategies | Dec 10, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks | Dec 10, 2022 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory | Dec 10, 2022 | Image CaptioningLanguage Modeling | CodeCode Available | 0 |
| Uniform Masking Prevails in Vision-Language Pretraining | Dec 10, 2022 | Image-text matchingLanguage Modeling | —Unverified | 0 |
| Structured information extraction from complex scientific text with fine-tuned large language models | Dec 10, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader | Dec 9, 2022 | ClassificationExtractive Question-Answering | CodeCode Available | 0 |
| Implicit causality in GPT-2: a case study | Dec 8, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Structured Like a Language Model: Analysing AI as an Automated Subject | Dec 8, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning | Dec 7, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Pre-Training With Scientific Text Improves Educational Question Generation | Dec 7, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks | Dec 7, 2022 | General KnowledgeLanguage Modeling | CodeCode Available | 0 |
| ADIR: Adaptive Diffusion for Image Reconstruction | Dec 6, 2022 | DeblurringDenoising | —Unverified | 0 |
| CySecBERT: A Domain-Adapted Language Model for the Cybersecurity Domain | Dec 6, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Self-Supervised Audio-Visual Speech Representations Learning By Multimodal Self-Distillation | Dec 6, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| M-VADER: A Model for Diffusion with Multimodal Context | Dec 6, 2022 | DecoderImage Generation | —Unverified | 0 |
| Meta-Learning Fast Weight Language Models | Dec 5, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Legal Prompt Engineering for Multilingual Legal Judgement Prediction | Dec 5, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Fast and accurate factorized neural transducer for text adaption of end-to-end speech recognition models | Dec 5, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Building Metadata Inference Using a Transducer Based Language Model | Dec 5, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification | Dec 5, 2022 | Classificationimage-classification | —Unverified | 0 |
| Cross-lingual Similarity of Multilingual Representations Revisited | Dec 4, 2022 | Causal Language ModelingCross-Lingual Transfer | CodeCode Available | 0 |
| Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE | Dec 4, 2022 | Common Sense Reasoningcoreference-resolution | —Unverified | 0 |
| MiLMo:Minority Multilingual Pre-trained Language Model | Dec 4, 2022 | ClassificationLanguage Modeling | —Unverified | 0 |
| Global memory transformer for processing long documents | Dec 3, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Faster Adaptive Federated Learning | Dec 2, 2022 | Federated Learningimage-classification | —Unverified | 0 |