Evaluation of the Synthetic Electronic Health Records Oct 16, 2022 Open-Ended Question Answering Synthetic Data Evaluation
— Unverified 0Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation Oct 14, 2022 Abstractive Text Summarization Document Summarization
Code Code Available 2OpenCQA: Open-ended Question Answering with Charts Oct 12, 2022 Arithmetic Reasoning Descriptive
Code Code Available 1Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity Oct 12, 2022 Open-Ended Question Answering
Code Code Available 0KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding Oct 8, 2022 document understanding Knowledge Graphs
Code Code Available 0Are Representations Built from the Ground Up? An Empirical Examination of Local Composition in Language Models Oct 7, 2022 Open-Ended Question Answering
Code Code Available 0MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text Oct 6, 2022 Open-Ended Question Answering Question Answering
— Unverified 0Nanoscopic distribution of VAChT and VGLUT3 in striatal cholinergic varicosities suggests colocalization and segregation of the two transporters in synaptic vesicles Oct 6, 2022 Open-Ended Question Answering Super-Resolution
— Unverified 0Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction Oct 4, 2022 counterfactual Open-Ended Question Answering
— Unverified 0The (In)Effectiveness of Intermediate Task Training For Domain Adaptation and Cross-Lingual Transfer Learning Oct 3, 2022 Cross-Lingual Transfer Domain Adaptation
— Unverified 0Artificial Replay: A Meta-Algorithm for Harnessing Historical Data in Bandits Sep 30, 2022 Open-Ended Question Answering
Code Code Available 0Linearly Mapping from Image to Text Space Sep 30, 2022 Image Captioning Image to text
Code Code Available 1VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training Sep 30, 2022 Offline RL Open-Ended Question Answering
Code Code Available 1Sentiment is all you need to win US Presidential elections Sep 27, 2022 All Open-Ended Question Answering
— Unverified 0Interpreting the Mechanism of Synergism for Drug Combinations Using Attention-Based Hierarchical Graph Pooling Sep 19, 2022 Graph Neural Network Open-Ended Question Answering
— Unverified 0Gradient Norm Minimization of Nesterov Acceleration: o(1/k^3) Sep 19, 2022 Open-Ended Question Answering
— Unverified 0Structured Knowledge Grounding for Question Answering Sep 17, 2022 Knowledge Graphs Open-Ended Question Answering
— Unverified 0On the Convergence of Monte Carlo UCB for Random-Length Episodic MDPs Sep 7, 2022 Open-Ended Question Answering Q-Learning
— Unverified 0Near-Optimal Φ-Regret Learning in Extensive-Form Games Aug 20, 2022 Form Open-Ended Question Answering
— Unverified 0NET-FLEET: Achieving Linear Convergence Speedup for Fully Decentralized Federated Learning with Heterogeneous Data Aug 17, 2022 Federated Learning Open-Ended Question Answering
— Unverified 0Semantic Communications with Discrete-time Analog Transmission: A PAPR Perspective Aug 17, 2022 Image Reconstruction Open-Ended Question Answering
Code Code Available 1Benchmarking Compositionality with Formal Languages Aug 17, 2022 Benchmarking Open-Ended Question Answering
Code Code Available 1Action Recognition based on Cross-Situational Action-object Statistics Aug 15, 2022 Action Recognition Object
Code Code Available 0Deep Machine Learning Reconstructing Lattice Topology with Strong Thermal Fluctuations Aug 8, 2022 Open-Ended Question Answering
— Unverified 0Understanding Masked Image Modeling via Learning Occlusion Invariant Feature Aug 8, 2022 Contrastive Learning Open-Ended Question Answering
— Unverified 0Neuro-symbolic computing with spiking neural networks Aug 4, 2022 Graph Embedding Graph Neural Network
Code Code Available 1Homomorphism Autoencoder -- Learning Group Structured Representations from Observed Transitions Jul 25, 2022 Open-Ended Question Answering Representation Learning
Code Code Available 1Leveraging Natural Supervision for Language Representation Learning and Generation Jul 21, 2022 Data-to-Text Generation Language Modelling
Code Code Available 1Online Lewis Weight Sampling Jul 17, 2022 Open-Ended Question Answering regression
— Unverified 0Online Prediction in Sub-linear Space Jul 16, 2022 Open-Ended Question Answering Prediction
— Unverified 0CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One Jul 13, 2022 Continual Learning Open-Ended Question Answering
Code Code Available 1On Merging Feature Engineering and Deep Learning for Diagnosis, Risk-Prediction and Age Estimation Based on the 12-Lead ECG Jul 13, 2022 Age Estimation BIG-bench Machine Learning
— Unverified 0Synergy and Symmetry in Deep Learning: Interactions between the Data, Model, and Inference Algorithm Jul 11, 2022 Open-Ended Question Answering Triplet
— Unverified 0Cross-Lingual QA as a Stepping Stone for Monolingual Open QA in Icelandic Jul 5, 2022 Language Modeling Language Modelling
— Unverified 0The Parallelism Tradeoff: Limitations of Log-Precision Transformers Jul 2, 2022 Open-Ended Question Answering
— Unverified 0Incorporating Centering Theory into Neural Coreference Resolution Jul 1, 2022 coreference-resolution Coreference Resolution
Code Code Available 0Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting Jun 28, 2022 Decision Making Ensemble Learning
— Unverified 0Optimizing Video Prediction via Video Frame Interpolation Jun 27, 2022 Open-Ended Question Answering Prediction
Code Code Available 1Tackling Spoofing-Aware Speaker Verification with Multi-Model Fusion Jun 18, 2022 Open-Ended Question Answering Speaker Verification
— Unverified 0Learning to Rank Rationales for Explainable Recommendation Jun 10, 2022 Explainable Recommendation Learning-To-Rank
Code Code Available 0When Does Adaptivity Help for Quantum State Learning? Jun 10, 2022 Open-Ended Question Answering
— Unverified 0A general approximation lower bound in L^p norm, with applications to feed-forward neural networks Jun 9, 2022 Open-Ended Question Answering
— Unverified 0Clustering with Queries under Semi-Random Noise Jun 9, 2022 Clustering Open-Ended Question Answering
— Unverified 0Learning to generate imaginary tasks for improving generalization in meta-learning Jun 9, 2022 image-classification Image Classification
— Unverified 0Benchmarking Bayesian neural networks and evaluation metrics for regression tasks Jun 8, 2022 Benchmarking Open-Ended Question Answering
— Unverified 0Scaling laws in global corporations as a benchmarking approach to assess environmental performance Jun 7, 2022 Benchmarking Open-Ended Question Answering
— Unverified 0Is Mapping Necessary for Realistic PointGoal Navigation? Jun 2, 2022 Data Augmentation Navigate
Code Code Available 1Nearly Optimal Best-of-Both-Worlds Algorithms for Online Learning with Feedback Graphs Jun 2, 2022 Open-Ended Question Answering
— Unverified 0Reflections on 30 Years of Language Resource Development and Sharing Jun 1, 2022 Management Open-Ended Question Answering
— Unverified 0Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables Jun 1, 2022 Open-Ended Question Answering
Code Code Available 1