D-NLP at SemEval-2024 Task 2: Evaluating Clinical Inference Capabilities of Large Language Models May 7, 2024 Miscellaneous Natural Language Inference
Code Code Available 5 HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability Aug 1, 2021 Data Augmentation Natural Language Understanding
Code Code Available 5 MaxVA: Fast Adaptation of Step Sizes by Maximizing Observed Variance of Gradients Jun 21, 2020 Image Classification Machine Translation
Code Code Available 5 RAC-BERT: Character Radical Enhanced BERT for Ancient Chinese Oct 8, 2023 Natural Language Understanding Text Generation
Code Code Available 5 Hierarchical Multi-Task Natural Language Understanding for Cross-domain Conversational AI: HERMIT NLU Oct 2, 2019 Natural Language Understanding Sentence
Code Code Available 5 How Decoding Strategies Affect the Verifiability of Generated Text Nov 9, 2019 Language Modelling Natural Language Understanding
Code Code Available 5 A Study on the Calibration of In-context Learning Dec 7, 2023 In-Context Learning Natural Language Understanding
Code Code Available 5 Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching Apr 26, 2020 Clustering Form
Code Code Available 5 HICL: Hashtag-Driven In-Context Learning for Social Media Natural Language Understanding Aug 19, 2023 Contrastive Learning In-Context Learning
Code Code Available 5 HeGeL: A Novel Dataset for Geo-Location from Hebrew Text Jul 2, 2023 Natural Language Understanding Retrieval
Code Code Available 5 HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization May 31, 2021 Data Augmentation Natural Language Understanding
Code Code Available 5 Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training Jun 8, 2023 intent-classification Intent Classification
Code Code Available 5 How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets Jan 12, 2022 Natural Language Understanding
Code Code Available 5 DisSent: Sentence Representation Learning from Explicit Discourse Relations Oct 12, 2017 Dependency Parsing Natural Language Understanding
Code Code Available 5 DisSent: Learning Sentence Representations from Explicit Discourse Relations Jul 1, 2019 Dependency Parsing Natural Language Understanding
Code Code Available 5 CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling May 16, 2023 Document Classification Language Modelling
Code Code Available 5 A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus May 20, 2024 Machine Translation Natural Language Inference
Code Code Available 5 Grounding learning of modifier dynamics: An application to color naming Sep 17, 2019 Additive models Natural Language Understanding
Code Code Available 5 A Pragmatics-Centered Evaluation Framework for Natural Language Understanding Jul 19, 2019 Multi-Task Learning Natural Language Inference
Code Code Available 5 Discontinuous Grammar as a Foreign Language Oct 20, 2021 Machine Translation Natural Language Understanding
Code Code Available 5 BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised Representations Oct 6, 2020 Natural Language Understanding Question Answering
Code Code Available 5 BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning Feb 7, 2019 Multi-Task Learning Natural Language Inference
Code Code Available 5 GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models Aug 12, 2024 Natural Language Understanding
Code Code Available 5 Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding Aug 14, 2019 Knowledge Distillation Natural Language Understanding
Code Code Available 5 Goal-Oriented Script Construction Jul 28, 2021 Articles Language Modeling
Code Code Available 5 