Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach Apr 11, 2021 Machine Translation Natural Language Understanding
Code Code Available On Training Data Influence of GPT Models Apr 11, 2024 Natural Language Understanding
Code Code Available Optimal Subarchitecture Extraction For BERT Oct 20, 2020 CPU GPU
Code Code Available On the Importance of Effectively Adapting Pretrained Language Models for Active Learning Apr 16, 2021 Active Learning Natural Language Understanding
Code Code Available DroidCall: A Dataset for LLM-powered Android Intent Invocation Nov 30, 2024 Natural Language Understanding
Code Code Available Empowering News Recommendation with Pre-trained Language Models Apr 15, 2021 Articles Natural Language Understanding
Code Code Available Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations Nov 26, 2020 Cloze Test Natural Language Understanding
Code Code Available data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Feb 7, 2022 image-classification Image Classification
Code Code Available A Comprehensive Survey on Graph Neural Networks Jan 3, 2019 BIG-bench Machine Learning image-classification
Code Code Available Towards General Natural Language Understanding with Probabilistic Worldbuilding May 6, 2021 Natural Language Understanding Question Answering
Code Code Available Bot or Human? Detecting ChatGPT Imposters with A Single Question May 10, 2023 Language Modeling Language Modelling
Code Code Available CSKG: The CommonSense Knowledge Graph Dec 21, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available A Generative Model for Joint Natural Language Understanding and Generation Jun 12, 2020 Natural Language Understanding Task-Oriented Dialogue Systems
Code Code Available C-STS: Conditional Semantic Textual Similarity May 24, 2023 Information Retrieval Language Model Evaluation
Code Code Available Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models May 24, 2023 document understanding Image Captioning
Code Code Available Ape210K: A Large-Scale and Template-Rich Dataset of Math Word Problems Sep 24, 2020 Diversity Math
Code Code Available Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition Jul 29, 2021 Natural Language Understanding Reading Comprehension
Code Code Available Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus Apr 14, 2020 Natural Language Understanding Semantic Role Labeling
Code Code Available CTRAN: CNN-Transformer-based Network for Natural Language Understanding Mar 19, 2023 Decoder Intent Detection
Code Code Available ConFiguRe: Exploring Discourse-level Chinese Figures of Speech Sep 16, 2022 Natural Language Understanding Sentence
Code Code Available Beyond Autoregression: Fast LLMs via Self-Distillation Through Time Oct 28, 2024 Automated Theorem Proving Code Generation
Code Code Available Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset Nov 9, 2023 Math Natural Language Understanding
Code Code Available A Persian Benchmark for Joint Intent Detection and Slot Filling Mar 1, 2023 Intent Detection Natural Language Understanding
Code Code Available CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge Sep 3, 2021 Fact Checking Fact Verification
Code Code Available Compresso: Structured Pruning with Collaborative Prompting Learns Compact Large Language Models Oct 8, 2023 MMLU Natural Language Understanding
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