| LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling | Oct 21, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble | Oct 20, 2022 | Contrastive Learningintent-classification | CodeCode Available | 0 |
| Tele-Knowledge Pre-training for Fault Analysis | Oct 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Two-Turn Debate Doesn't Help Humans Answer Hard Reading Comprehension Questions | Oct 19, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The Devil in Linear Transformer | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages | Oct 19, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TabLLM: Few-shot Classification of Tabular Data with Large Language Models | Oct 19, 2022 | ClassificationDeep Learning | CodeCode Available | 2 |
| Language Detoxification with Attribute-Discriminative Latent Space | Oct 19, 2022 | AttributeDialogue Generation | CodeCode Available | 0 |
| Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation | Oct 19, 2022 | Aspect-Based Sentiment Analysis (ABSA)Data Augmentation | CodeCode Available | 1 |
| Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Continued Pretraining for Better Zero- and Few-Shot Promptability | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Tiny-Attention Adapter: Contexts Are More Important Than the Number of Parameters | Oct 18, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models | Oct 18, 2022 | DiversityLanguage Modeling | —Unverified | 0 |
| Aligning MAGMA by Few-Shot Learning and Finetuning | Oct 18, 2022 | Few-Shot LearningImage Captioning | —Unverified | 0 |
| Alibaba-Translate China's Submission for WMT 2022 Metrics Shared Task | Oct 18, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task | Oct 18, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis | Oct 18, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Systematicity in GPT-3's Interpretation of Novel English Noun Compounds | Oct 18, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The Tail Wagging the Dog: Dataset Construction Biases of Social Bias Benchmarks | Oct 18, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning | Oct 18, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CAN-BERT do it? Controller Area Network Intrusion Detection System based on BERT Language Model | Oct 17, 2022 | Anomaly DetectionIntrusion Detection | —Unverified | 0 |
| Deep Bidirectional Language-Knowledge Graph Pretraining | Oct 17, 2022 | Common Sense ReasoningKnowledge Graphs | CodeCode Available | 2 |
| SGRAM: Improving Scene Graph Parsing via Abstract Meaning Representation | Oct 17, 2022 | Abstract Meaning RepresentationDependency Parsing | —Unverified | 0 |
| RARR: Researching and Revising What Language Models Say, Using Language Models | Oct 17, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Acoustic-aware Non-autoregressive Spell Correction with Mask Sample Decoding | Oct 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding | Oct 16, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| NormSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly | Oct 16, 2022 | Cultural Vocal Bursts Intensity PredictionHallucination | CodeCode Available | 0 |
| Construction Repetition Reduces Information Rate in Dialogue | Oct 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AraLegal-BERT: A pretrained language model for Arabic Legal text | Oct 15, 2022 | JurisprudenceLanguage Modeling | —Unverified | 0 |
| LeVoice ASR Systems for the ISCSLP 2022 Intelligent Cockpit Speech Recognition Challenge | Oct 14, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling | Oct 14, 2022 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| Extracting Cultural Commonsense Knowledge at Scale | Oct 14, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation | Oct 14, 2022 | FairnessLanguage Modeling | CodeCode Available | 1 |
| Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey | Oct 14, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Robust Preference Learning for Storytelling via Contrastive Reinforcement Learning | Oct 14, 2022 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| SODAPOP: Open-Ended Discovery of Social Biases in Social Commonsense Reasoning Models | Oct 13, 2022 | DiagnosticLanguage Modeling | CodeCode Available | 0 |
| M2D2: A Massively Multi-domain Language Modeling Dataset | Oct 13, 2022 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers | Oct 13, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ImaginaryNet: Learning Object Detectors without Real Images and Annotations | Oct 13, 2022 | Image GenerationLanguage Modeling | CodeCode Available | 1 |
| Assessing Out-of-Domain Language Model Performance from Few Examples | Oct 13, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Benchmarking Long-tail Generalization with Likelihood Splits | Oct 13, 2022 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| Language Model Decoding as Likelihood-Utility Alignment | Oct 13, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Mass-Editing Memory in a Transformer | Oct 13, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Re3: Generating Longer Stories With Recursive Reprompting and Revision | Oct 13, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| The COVID That Wasn't: Counterfactual Journalism Using GPT | Oct 13, 2022 | Articlescounterfactual | —Unverified | 0 |
| Multilingual Zero Resource Speech Recognition Base on Self-Supervise Pre-Trained Acoustic Models | Oct 13, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Spontaneous Emerging Preference in Two-tower Language Model | Oct 13, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Query Expansion Using Contextual Clue Sampling with Language Models | Oct 13, 2022 | DiversityInformation Retrieval | —Unverified | 0 |
| Subword Segmental Language Modelling for Nguni Languages | Oct 12, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |