Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding Jan 5, 2025 Diversity Natural Language Understanding
Code Code Available Cross-Lingual Training for Automatic Question Generation Jun 6, 2019 Natural Language Understanding Question Answering
Code Code Available MACT: Model-Agnostic Cross-Lingual Training for Discourse Representation Structure Parsing Jun 3, 2024 DRS Parsing Natural Language Understanding
Code Code Available Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs Nov 15, 2022 Natural Language Understanding Relational Reasoning
Code Code Available Fast Few-shot Debugging for NLU Test Suites Apr 13, 2022 Natural Language Understanding
Code Code Available Extracting Temporal Event Relation with Syntax-guided Graph Transformer Apr 19, 2021 Dependency Parsing Natural Language Understanding
Code Code Available ExPUNations: Augmenting Puns with Keywords and Explanations Oct 24, 2022 Explanation Generation Natural Language Understanding
Code Code Available Ambiguity Meets Uncertainty: Investigating Uncertainty Estimation for Word Sense Disambiguation May 22, 2023 Natural Language Understanding Word Sense Disambiguation
Code Code Available Cross-Lingual Representation Alignment Through Contrastive Image-Caption Tuning May 19, 2025 Natural Language Understanding Retrieval
Code Code Available Symmetric Regularization based BERT for Pair-wise Semantic Reasoning Sep 8, 2019 Machine Reading Comprehension Natural Language Inference
Code Code Available Towards Target-dependent Sentiment Classification in News Articles May 20, 2021 Articles Classification
Code Code Available SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer Feb 29, 2024 Backdoor Attack Contrastive Learning
Code Code Available Exploring Transitivity in Neural NLI Models through Veridicality Jan 26, 2021 Natural Language Inference Natural Language Understanding
Code Code Available Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations Sep 30, 2021 Natural Language Understanding Sentence
Code Code Available Aligning Multilingual Embeddings for Improved Code-switched Natural Language Understanding Oct 1, 2022 named-entity-recognition Named Entity Recognition
Code Code Available BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Models Aug 8, 2024 Diversity Natural Language Understanding
Code Code Available Exploring the Limits of Natural Language Inference Based Setup for Few-Shot Intent Detection Dec 14, 2021 Few-Shot Learning Generalized Few-Shot Learning
Code Code Available Exploring and Improving Robustness of Multi Task Deep Neural Networks via Domain Agnostic Defenses Jan 11, 2020 Natural Language Understanding
Code Code Available EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning Mar 15, 2024 Natural Language Understanding reinforcement-learning
Code Code Available A Puzzle-Based Dataset for Natural Language Inference Dec 10, 2021 Natural Language Inference Natural Language Understanding
Code Code Available Explaining (Sarcastic) Utterances to Enhance Affect Understanding in Multimodal Dialogues Nov 20, 2022 Emotion Recognition Natural Language Understanding
Code Code Available Resolving Gendered Ambiguous Pronouns with BERT Jun 3, 2019 coreference-resolution Coreference Resolution
Code Code Available Explaining Interactions Between Text Spans Oct 20, 2023 Community Detection Decision Making
Code Code Available Exophoric Pronoun Resolution in Dialogues with Topic Regularization Sep 10, 2021 coreference-resolution Coreference Resolution
Code Code Available Cross-lingual Language Model Pretraining Jan 22, 2019 Language Modeling Language Modelling
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