CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding Jul 1, 2021 Contrastive Learning Natural Language Understanding
Code Code Available 5 Incorporating BERT into Neural Machine Translation Feb 17, 2020 Decoder Machine Translation
Code Code Available 5 DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Sep 28, 2020 Domain Adaptation Multi-domain Dialogue State Tracking
Code Code Available 5 IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian languages Aug 24, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 HyperMixer: An MLP-based Low Cost Alternative to Transformers Mar 7, 2022 Natural Language Understanding
Code Code Available 5 Anno-MI: A Dataset of Expert-Annotated Counselling Dialogues Apr 27, 2022 Dialogue Generation Natural Language Understanding
Code Code Available 5 Causality-aware Concept Extraction based on Knowledge-guided Prompting May 3, 2023 Knowledge Graphs Natural Language Understanding
Code Code Available 5 Benchmarking Robustness of Machine Reading Comprehension Models Apr 29, 2020 Benchmarking Machine Reading Comprehension
Code Code Available 5 MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning Feb 27, 2024 Diversity Instruction Following
Code Code Available 5 Dual Inference for Improving Language Understanding and Generation Oct 8, 2020 Natural Language Understanding Text Generation
Code Code Available 5 Cephalo: Multi-Modal Vision-Language Models for Bio-Inspired Materials Analysis and Design May 29, 2024 Dataset Generation Image to text
Code Code Available 5 MultiWOZ 2.3: A multi-domain task-oriented dialogue dataset enhanced with annotation corrections and co-reference annotation Oct 12, 2020 Dialogue State Tracking Natural Language Understanding
Code Code Available 5 Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning Sep 19, 2023 Instruction Following Language Modeling
Code Code Available 5 How to Select One Among All? An Extensive Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding Sep 13, 2021 Adversarial Robustness All
Code Code Available 5 NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue Apr 27, 2022 Natural Language Understanding
Code Code Available 5 A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit Nov 1, 2021 Abusive Language Natural Language Understanding
Code Code Available 5 DroidCall: A Dataset for LLM-powered Android Intent Invocation Nov 30, 2024 Natural Language Understanding
Code Code Available 5 A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation Sep 29, 2020 Data Augmentation Machine Translation
Code Code Available 5 Dual Learning for Semi-Supervised Natural Language Understanding Apr 26, 2020 Natural Language Understanding Sentence
Code Code Available 5 DVMNet++: Rethinking Relative Pose Estimation for Unseen Objects Mar 20, 2024 Natural Language Understanding Object
Code Code Available 5 Imagination-Augmented Natural Language Understanding Apr 18, 2022 Natural Language Understanding
Code Code Available 5 ChatLog: Carefully Evaluating the Evolution of ChatGPT Across Time Apr 27, 2023 Natural Language Understanding
Code Code Available 5 ALBETO and DistilBETO: Lightweight Spanish Language Models Apr 19, 2022 Natural Language Understanding NER
Code Code Available 5 Benchmarking Natural Language Understanding Services for building Conversational Agents Mar 13, 2019 Benchmarking General Classification
Code Code Available 5 Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset Nov 9, 2023 Math Natural Language Understanding
Code Code Available 5 