Transfer of Structural Knowledge from Synthetic Languages May 21, 2025 Natural Language Understanding Transfer Learning
Code Code Available Continual Dialogue State Tracking via Example-Guided Question Answering May 23, 2023 Continual Learning Dialogue State Tracking
Code Code Available What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks? Jun 1, 2021 Multiple-choice Natural Language Understanding
Code Code Available Sarcasm Detection in a Disaster Context Aug 16, 2023 Natural Language Understanding Sarcasm Detection
Code Code Available Temporal Blind Spots in Large Language Models Jan 22, 2024 Natural Language Understanding
Code Code Available ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning Oct 10, 2024 Natural Language Understanding parameter-efficient fine-tuning
Code Code Available Multi-sense embeddings through a word sense disambiguation process Jan 21, 2021 Natural Language Understanding Word Embeddings
Code Code Available BAM! Born-Again Multi-Task Networks for Natural Language Understanding Jul 10, 2019 Knowledge Distillation Natural Language Understanding
Code Code Available Multi-Task Deep Neural Networks for Natural Language Understanding Jan 31, 2019 Domain Adaptation Language Modeling
Code Code Available Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding Aug 14, 2019 Knowledge Distillation Natural Language Understanding
Code Code Available UniT: Multimodal Multitask Learning with a Unified Transformer Feb 22, 2021 Decoder Multimodal Reasoning
Code Code Available Contextual Dialogue Act Classification for Open-Domain Conversational Agents May 28, 2020 Classification Dialogue Act Classification
Code Code Available An Investigation of the (In)effectiveness of Counterfactually Augmented Data Jul 1, 2021 Diversity Natural Language Understanding
Code Code Available SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples May 13, 2023 Data Augmentation Natural Language Inference
Code Code Available A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs May 19, 2025 Machine Translation named-entity-recognition
Code Code Available Constructing a Natural Language Inference Dataset using Generative Neural Networks Jul 20, 2016 Natural Language Inference Natural Language Understanding
Code Code Available End-to-End Joint Learning of Natural Language Understanding and Dialogue Manager Dec 3, 2016 Natural Language Understanding
Code Code Available ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference Dec 19, 2023 Natural Language Understanding
Code Code Available My Teacher Thinks The World Is Flat! Interpreting Automatic Essay Scoring Mechanism Dec 27, 2020 Common Sense Reasoning Natural Language Understanding
Code Code Available Named Entity Recognition in the Romanian Legal Domain Nov 1, 2021 named-entity-recognition Named Entity Recognition
Code Code Available Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors Oct 25, 2023 en-US domain classification en-US Intent Classification
Code Code Available NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization Dec 2, 2022 Natural Language Understanding
Code Code Available Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords Feb 3, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training May 22, 2023 Natural Language Understanding Spoken Language Understanding
Code Code Available Encoder-Agnostic Adaptation for Conditional Language Generation Aug 19, 2019 Conditional Text Generation Language Modeling
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