Form-NLU: Dataset for the Form Natural Language Understanding Apr 4, 2023 4k Form
Code Code Available Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective Feb 16, 2022 Fact Verification Natural Language Inference
Code Code Available DeLoRA: Decoupling Angles and Strength in Low-rank Adaptation Mar 23, 2025 Image Generation Natural Language Understanding
Code Code Available 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 ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications Nov 8, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Active Learning by Acquiring Contrastive Examples Sep 8, 2021 Active Learning Diversity
Code Code Available Debiasing Methods in Natural Language Understanding Make Bias More Accessible Sep 9, 2021 Language Modeling Language Modelling
Code Code Available A Top-Down Neural Architecture towards Text-Level Parsing of Discourse Rhetorical Structure May 6, 2020 Decoder Discourse Parsing
Code Code Available Incorporating BERT into Parallel Sequence Decoding with Adapters Oct 13, 2020 Machine Translation Natural Language Understanding
Code Code Available Increasing Model Capacity for Free: A Simple Strategy for Parameter Efficient Fine-tuning Jul 1, 2024 image-classification Image Classification
Code Code Available IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding Sep 11, 2020 Benchmarking Diversity
Code Code Available Joint Prompt Optimization of Stacked LLMs using Variational Inference Jun 21, 2023 Natural Language Understanding Variational Inference
Code Code Available Attention Is (not) All You Need for Commonsense Reasoning May 31, 2019 All Coreference Resolution
Code Code Available Analyzing Multi-Task Learning for Abstractive Text Summarization Oct 26, 2022 Abstractive Text Summarization Multi-Task Learning
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 IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization May 2, 2020 Natural Language Understanding Representation Learning
Code Code Available CTRAN: CNN-Transformer-based Network for Natural Language Understanding Mar 19, 2023 Decoder Intent Detection
Code Code Available Jack the Reader - A Machine Reading Framework Jun 20, 2018 Articles Link Prediction
Code Code Available KALA: Knowledge-Augmented Language Model Adaptation Apr 22, 2022 Domain Adaptation General Knowledge
Code Code Available KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models Dec 8, 2024 Instruction Following Natural Language Understanding
Code Code Available KLUE: Korean Language Understanding Evaluation May 20, 2021 Dependency Parsing Dialogue State Tracking
Code Code Available Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Images Feb 27, 2023 Natural Language Understanding Representation Learning
Code Code Available Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition Apr 7, 2020 Diagnostic Implicatures
Code Code Available C-STS: Conditional Semantic Textual Similarity May 24, 2023 Information Retrieval Language Model Evaluation
Code Code Available DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Sep 28, 2020 Domain Adaptation Multi-domain Dialogue State Tracking
Code Code Available Automatic Disfluency Detection from Untranscribed Speech Nov 1, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Large Language Models are Temporal and Causal Reasoners for Video Question Answering Oct 24, 2023 Natural Language Understanding Question Answering
Code Code Available Large Language Models as Corporate Lobbyists Jan 3, 2023 Language Modeling Language Modelling
Code Code Available CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge Sep 3, 2021 Fact Checking Fact Verification
Code Code Available Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models Apr 15, 2021 Natural Language Understanding Sentence
Code Code Available A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery Mar 7, 2023 Clustering Dimensionality Reduction
Code Code Available Advances of Transformer-Based Models for News Headline Generation Jul 9, 2020 Headline Generation named-entity-recognition
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 Convolution-enhanced Evolving Attention Networks Dec 16, 2022 image-classification Image Classification
Code Code Available BERT for Joint Intent Classification and Slot Filling Feb 28, 2019 General Classification intent-classification
Code Code Available AutoTrans: Automating Transformer Design via Reinforced Architecture Search Sep 4, 2020 Natural Language Understanding Navigate
Code Code Available Lexical Semantic Recognition Apr 30, 2020 Natural Language Understanding Sentence
Code Code Available A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models Oct 11, 2022 Natural Language Understanding
Code Code Available CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation Sep 13, 2021 Decoder Denoising
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 Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling Apr 18, 2022 Natural Language Understanding
Code Code Available Beyond Autoregression: Fast LLMs via Self-Distillation Through Time Oct 28, 2024 Automated Theorem Proving Code Generation
Code Code Available Make-An-Audio 2: Temporal-Enhanced Text-to-Audio Generation May 29, 2023 Audio Generation Denoising
Code Code Available Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset Nov 9, 2023 Math Natural Language Understanding
Code Code Available ARBML: Democritizing Arabic Natural Language Processing Tools Nov 1, 2020 Natural Language Understanding
Code Code Available ConvBERT: Improving BERT with Span-based Dynamic Convolution Aug 6, 2020 Natural Language Understanding
Code Code Available CSKG: The CommonSense Knowledge Graph Dec 21, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs Oct 12, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical Semantics Nov 2, 2020 Natural Language Understanding Sentence
Code Code Available A Comprehensive Survey on Graph Neural Networks Jan 3, 2019 BIG-bench Machine Learning image-classification
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