Ask me in your own words: paraphrasing for multitask question answering Oct 27, 2021 Natural Language Understanding Paraphrase Generation
Code Code Available 5 Instance Regularization for Discriminative Language Model Pre-training Oct 11, 2022 Denoising Language Modeling
Code Code Available 5 Chinese Lexical Analysis with Deep Bi-GRU-CRF Network Jul 5, 2018 Lexical Analysis named-entity-recognition
Code Code Available 5 Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey Feb 15, 2025 Machine Translation Natural Language Understanding
Code Code Available 5 Integrating Task Specific Information into Pretrained Language Models for Low Resource Fine Tuning Nov 1, 2020 Natural Language Understanding
Code Code Available 5 Intent Features for Rich Natural Language Understanding Apr 18, 2021 Natural Language Understanding
Code Code Available 5 Is this sentence valid? An Arabic Dataset for Commonsense Validation Aug 25, 2020 Natural Language Understanding Sentence
Code Code Available 5 A Simple yet Effective Self-Debiasing Framework for Transformer Models Jun 2, 2023 Natural Language Understanding Sentence
Code Code Available 5 A Simple Method for Commonsense Reasoning Jun 7, 2018 Common Sense Reasoning Coreference Resolution
Code Code Available 5 Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Aug 21, 2019 Diversity Natural Language Understanding
Code Code Available 5 ChatGPT as Data Augmentation for Compositional Generalization: A Case Study in Open Intent Detection Aug 25, 2023 Data Augmentation Intent Detection
Code Code Available 5 Incorporating Graph Attention Mechanism into Geometric Problem Solving Based on Deep Reinforcement Learning Mar 14, 2024 Deep Reinforcement Learning Graph Attention
Code Code Available 5 Improving the Efficiency of Visually Augmented Language Models Sep 17, 2024 Image Generation Image Retrieval
Code Code Available 5 Improving Tokenisation by Alternative Treatment of Spaces Apr 8, 2022 Natural Language Understanding
Code Code Available 5 ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion Jan 4, 2024 Natural Language Understanding Neural Architecture Search
Code Code Available 5 Improving Non-autoregressive Generation with Mixup Training Oct 21, 2021 Natural Language Understanding Paraphrase Generation
Code Code Available 5 Improving Grounded Natural Language Understanding through Human-Robot Dialog Mar 1, 2019 Natural Language Understanding
Code Code Available 5 CERT: Contrastive Self-supervised Learning for Language Understanding May 16, 2020 Natural Language Understanding Self-Supervised Learning
Code Code Available 5 Improving In-Context Learning with Small Language Model Ensembles Oct 29, 2024 Domain Labelling In-Context Learning
Code Code Available 5 Accelerated Large Batch Optimization of BERT Pretraining in 54 minutes Jun 24, 2020 Natural Language Understanding
Code Code Available 5 Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study Jan 7, 2025 intent-classification Intent Classification
Code Code Available 5 A Language for Function Signature Representations Mar 31, 2018 Natural Language Understanding Question Answering
Code Code Available 5 Imitation of Life: A Search Engine for Biologically Inspired Design Dec 20, 2023 Natural Language Understanding
Code Code Available 5 Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMs Jan 24, 2025 Knowledge Graphs Medical Question Answering
Code Code Available 5 AROMA: Autonomous Rank-one Matrix Adaptation Apr 6, 2025 Natural Language Understanding parameter-efficient fine-tuning
Code Code Available 5 