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Open Research Knowledge Graph: Next Generation Infrastructure for Semantic Scholarly Knowledge +
Parallel Iterative Edit Models for Local Sequence Transduction +
Patent Claim Generation by Fine-Tuning OpenAI GPT-2 +
Physical Activity, Sleep and Cardiovascular Health Data for 50,000 Individuals from the MyHeart Counts Study +
Plain English Summarization of Contracts +
Recent Advances in Physical Reservoir Computing: A Review +
Reconciling Modern Machine-learning Practice and the Classical Bias--variance Trade-off +
Reservoir Computing Using Diffusive Memristors +
RoBERTa: {A} Robustly Optimized {BERT} Pretraining Approach +
Self-Attention Generative Adversarial Networks +
Sentence-BERT: Sentence Embeddings Using Siamese BERT-Networks +
Software Engineering for Machine Learning: A Case Study +
Sparse Regular Expression Matching +
Spelling Correction As a Foreign Language +
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems +
Text Summarization with Pretrained Encoders +
The Bitter Lesson +
The Comprehensive Guide To Clinical Research: A Practical Handbook For Gaining Insight Into The Clinical Research Industry +
The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks +
The Role of" Condition" A Novel Scientific Knowledge Graph Representation and Construction Model +
Top-k Off-policy Correction for a REINFORCE Recommender System +
Towards Unlocking the Narrative of the United States Income Tax Forms +
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context +
ZeRO: Memory Optimization Towards Training A Trillion Parameter Models +
A Comparative Study of Synthetic Data Generation Methods for Grammatical Error Correction +
A Machine Learning Approach to Understanding Patterns of Engagement with Internet-delivered Mental Health Interventions +
A World Without Work: Technology, Automation and how We Should Respond +
Adapting to a Pandemic â Conducting Oncology Trials During the SARS-CoV-2 Pandemic +
BPE-Dropout: Simple and Effective Subword Regularization +
Biokg: A Knowledge Graph for Relational Learning on Biological Data +
Byte Pair Encoding is Suboptimal for Language Model Pretraining +
Causal Meta-Mediation Analysis: Inferring Dose-Response Function From Summary Statistics of Many Randomized Experiments +
Deepcovid: An Operational Deep Learning-driven Framework for Explainable Real-time Covid-19 Forecasting +
Dense Passage Retrieval for Open-domain Question Answering +
Distributed Tracing in Practice: Instrumenting, Analyzing, and Debugging Microservices +
Doing Agile Right +
Empowered: Ordinary People, Extraordinary Products +
End-to-end Data Analytics for Product Development: A Practical Guide for Fast Consumer Goods Companies, Chemical Industry and Processing Tools Manufacturers +
Evaluation of Text Generation: A Survey +
Excessive Use of Technology: Can Tech Providers Be the Culprits? +
Existential Risk and Growth +
False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet +
GECToR - Grammatical Error Correction: Tag, Not Rewrite +
GM-RKB WikiText Error Correction Task and Baselines +
How Apple Is Organized for Innovation +
How Bad Was The Great Oxidation Event? +
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners +
Joint Commonsense and Relation Reasoning for Image and Video Captioning +
LEDGAR: A Large-scale Multi-label Corpus for Text Classification of Legal Provisions in Contracts +
LEGAL-BERT: The Muppets Straight Out of Law School +
Language Models Are Few-Shot Learners +
Leadership Strategy and Tactics: Field Manual +
Legal, Regulatory, and Practical Issues to Consider When Adopting Decentralized Clinical Trials: Recommendations From the Clinical Trials Transformation Initiative +
Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail Utterances +
Lex-Pos Feature-Based Grammar Error Detection System for the English Language +
Long Range Arena: A Benchmark for Efficient Transformers +
Longformer: The Long-document Transformer +
Machine Learning Testing: Survey, Landscapes and Horizons +
Measuring Massive Multitask Language Understanding +
Medical Information Extraction in the Age of Deep Learning +
On Sampled Metrics for Item Recommendation +
Patent Document Clustering with Deep Embeddings +
ROCKET: Exceptionally Fast and Accurate Time Series Classification Using Random Convolutional Kernels +
Retrieval-Augmented Generation for Knowledge-intensive NLP Tasks +
Revisiting Few-sample BERT Fine-tuning +
Robots and Jobs: Evidence from US Labor Markets +
Scaling Graph Neural Networks with Approximate PageRank +
Scaling Laws for Neural Language Models +
Scientific Text Mining and Knowledge Graphs +
SensEmBERT: Context-Enhanced Sense Embeddings for Multilingual Word Sense Disambiguation +
Sensor Data Quality: A Systematic Review +
Tax Knowledge Graph for a Smarter and More Personalized TurboTax +
The Cooking Class in Budapest +
The Explanation Game: Towards Prediction Explainability through Sparse Communication +
The Pile: An 800gb Dataset of Diverse Text for Language Modeling +
The Price of Tomorrow: Why Deflation is the Key to An Abundant Future +
The Tensor Brain: Semantic Decoding for Perception and Memory +
The Text Classification of Theft Crime based on TF-IDF and XGBoost Model +
Underspecification Presents Challenges for Credibility in Modern Machine Learning +
Unsupervised Cross-lingual Representation Learning at Scale +
Unsupervised Translation of Programming Languages +
Until the End of Time: Mind, Matter, and Our Search for Meaning in An Evolving Universe +
Vector Semantics and Embeddings +
WER We Are and WER We Think We Are +
When We Cease to Understand the World +
Why Gradient Clipping Accelerates Training: A Theoretical Justification for Adaptivity +
With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation +
Wuhan Diary +
Acquisition of a Joystick-Operated Video Task by Pigs (Sus Scrofa) +
CLAUSEREC: A Clause Recommendation Framework for AI-aided Contract Authoring +
CTO: A Community-Based Clinical Trial Ontology and Its Applications in PubChemRDF and SCAIViewH +
CUAD: An Expert-annotated Nlp Dataset for Legal Contract Review +
ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts +
Data Pipelines Pocket Reference +
Decentralized Clinical Trials The Future of Medical Product Development?â +
Dense Contrastive Learning for Self-supervised Visual Pre-training +
Dive Into Deep Learning +
Evolution of Semantic Similarity - A Survey +
Implicit Self-regularization in Deep Neural Networks: Evidence from Random Matrix Theory and Implications for Learning +
Investigating Trends in the Quality of Reporting of Patient-Reported Outcomes in Oncology Over Time: Analysis of 631 Randomized Controlled Trials Published Between 2004 and 2019 +