STIL - Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++ Dec 1, 2020 Classification intent-classification
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Code Code Available Data Selection for Fine-tuning Large Language Models Using Transferred Shapley Values Jun 16, 2023 Data Valuation Language Modeling
Code Code Available Learning to Generalize for Sequential Decision Making Oct 5, 2020 Decision Making Imitation Learning
Code Code Available Learning to Merge Tokens in Vision Transformers Feb 24, 2022 Natural Language Understanding
Code Code Available Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation May 24, 2024 Code Generation Natural Language Understanding
Code Code Available Unified Language Model Pre-training for Natural Language Understanding and Generation May 8, 2019 Abstractive Text Summarization Document Summarization
Code Code Available HeGeL: A Novel Dataset for Geo-Location from Hebrew Text Jul 2, 2023 Natural Language Understanding Retrieval
Code Code Available PROPRES: Investigating the Projectivity of Presupposition with Various Triggers and Environments Dec 14, 2023 Natural Language Understanding Negation
Code Code Available Grounding learning of modifier dynamics: An application to color naming Sep 17, 2019 Additive models Natural Language Understanding
Code Code Available Learning to translate by learning to communicate Jul 14, 2022 Natural Language Understanding NMT
Code Code Available GPT-Neo for commonsense reasoning -- a theoretical and practical lens Nov 28, 2022 Natural Language Understanding
Code Code Available Prot2Chat: Protein LLM with Early-Fusion of Text, Sequence and Structure Feb 7, 2025 Answer Generation Decoder
Code Code Available StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding Oct 19, 2023 Multiple-choice Natural Language Understanding
Code Code Available Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding Oct 26, 2022 Natural Language Inference Natural Language Understanding
Code Code Available ProVe -- Self-supervised pipeline for automated product replacement and cold-starting based on neural language models Jun 26, 2020 Demand Forecasting Natural Language Understanding
Code Code Available Leveraging Grammar Induction for Language Understanding and Generation Oct 7, 2024 Machine Translation Natural Language Understanding
Code Code Available Leveraging Large Language Models for Scalable Vector Graphics-Driven Image Understanding Jun 9, 2023 Few-Shot Learning image-classification
Code Code Available Pruning Pre-trained Language Models with Principled Importance and Self-regularization May 21, 2023 Data-to-Text Generation named-entity-recognition
Code Code Available Goal-Oriented Script Construction Jul 28, 2021 Articles Language Modeling
Code Code Available Are Visual-Linguistic Models Commonsense Knowledge Bases? Oct 1, 2022 Natural Language Understanding Question Answering
Code Code Available Towards Democratized Flood Risk Management: An Advanced AI Assistant Enabled by GPT-4 for Enhanced Interpretability and Public Engagement Mar 5, 2024 Decision Making Language Modelling
Code Code Available Towards end-to-end spoken language understanding Feb 23, 2018 Natural Language Understanding Spoken Language Understanding
Code Code Available GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models Aug 12, 2024 Natural Language Understanding
Code Code Available Gendered Pronoun Resolution using BERT and an extractive question answering formulation Jun 9, 2019 coreference-resolution Coreference Resolution
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