Punctuation Restoration Improves Structure Understanding Without Supervision Feb 13, 2024 Chunking Language Modeling
Code Code Available LICHEE: Improving Language Model Pre-training with Multi-grained Tokenization Aug 2, 2021 Language Modeling Language Modelling
Code Code Available Towards Enhancing Linked Data Retrieval in Conversational UIs using Large Language Models Sep 24, 2024 Natural Language Understanding Retrieval
Code Code Available ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions Jun 6, 2024 Data Augmentation Diversity
Code Code Available QADiscourse -- Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines Oct 6, 2020 Natural Language Understanding Sentence
Code Code Available Stress Test Evaluation for Natural Language Inference Jun 2, 2018 Natural Language Inference Natural Language Understanding
Code Code Available Towards Extracting Absolute Event Timelines From English Clinical Reports Sep 28, 2020 Natural Language Understanding Temporal Information Extraction
Code Code Available An Analysis of Negation in Natural Language Understanding Corpora Mar 16, 2022 Natural Language Understanding Negation
Code Code Available Linking artificial and human neural representations of language Oct 2, 2019 Brain Decoding Natural Language Understanding
Code Code Available LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using Uncertainty Feb 16, 2024 In-Context Learning Information Retrieval
Code Code Available Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences Jun 12, 2015 Decoder Natural Language Understanding
Code Code Available Structural Entropy Guided Probabilistic Coding Dec 12, 2024 Natural Language Understanding regression
Code Code Available Fully-Semantic Parsing and Generation: the BabelNet Meaning Representation May 1, 2022 Natural Language Understanding Semantic Parsing
Code Code Available Data-Augmentation-Based Dialectal Adaptation for LLMs Apr 11, 2024 Data Augmentation Natural Language Understanding
Code Code Available Structural Pruning of Pre-trained Language Models via Neural Architecture Search May 3, 2024 GPU Natural Language Understanding
Code Code Available Question Directed Graph Attention Network for Numerical Reasoning over Text Sep 16, 2020 Graph Attention Machine Reading Comprehension
Code Code Available Question Embeddings Based on Shannon Entropy: Solving intent classification task in goal-oriented dialogue system Mar 25, 2019 General Classification intent-classification
Code Code Available UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding Jun 24, 2024 Data Augmentation Natural Language Understanding
Code Code Available Cross-Model Comparative Loss for Enhancing Neuronal Utility in Language Understanding Jan 10, 2023 Natural Language Understanding Network Pruning
Code Code Available Visual Re-ranking with Natural Language Understanding for Text Spotting Oct 29, 2018 Language Modeling Language Modelling
Code Code Available Can Large Language Models Capture Dissenting Human Voices? May 23, 2023 Natural Language Inference Natural Language Understanding
Code Code Available From Form(s) to Meaning: Probing the Semantic Depths of Language Models Using Multisense Consistency Apr 18, 2024 Form Language Modelling
Code Code Available RAC-BERT: Character Radical Enhanced BERT for Ancient Chinese Oct 8, 2023 Natural Language Understanding Text Generation
Code Code Available ARCH: Efficient Adversarial Regularized Training with Caching Sep 15, 2021 Machine Translation Natural Language Understanding
Code Code Available A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks May 16, 2018 Dialogue Act Classification General Classification
Code Code Available 