A Simple yet Effective Self-Debiasing Framework for Transformer Models Jun 2, 2023 Natural Language Understanding Sentence
Code Code Available Learning and Evaluating Contextual Embedding of Source Code Dec 21, 2019 Contextual Embedding for Source Code Exception type
Code Code Available Language-Agnostic Syllabification with Neural Sequence Labeling Sep 29, 2019 Chunking named-entity-recognition
Code Code Available Language Detoxification with Attribute-Discriminative Latent Space Oct 19, 2022 Attribute Dialogue Generation
Code Code Available Language Fusion for Parameter-Efficient Cross-lingual Transfer Jan 12, 2025 Cross-Lingual Transfer Natural Language Inference
Code Code Available Deep Semantic Role Labeling with Self-Attention Dec 5, 2017 GPU Natural Language Understanding
Code Code Available Deep Model Compression Also Helps Models Capture Ambiguity Jun 12, 2023 model Model Compression
Code Code Available VirAAL: Virtual Adversarial Active Learning For NLU May 14, 2020 Active Learning Data Augmentation
Code Code Available TLM: Token-Level Masking for Transformers Oct 28, 2023 Data-to-Text Generation Grammatical Error Correction
Code Code Available Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMs Jan 24, 2025 Knowledge Graphs Medical Question Answering
Code Code Available Deep Cascade Multi-task Learning for Slot Filling in Online Shopping Assistant Mar 30, 2018 Multi-Task Learning Natural Language Understanding
Code Code Available A Simple Method for Commonsense Reasoning Jun 7, 2018 Common Sense Reasoning Coreference Resolution
Code Code Available AROMA: Autonomous Rank-one Matrix Adaptation Apr 6, 2025 Natural Language Understanding parameter-efficient fine-tuning
Code Code Available Hysteresis Activation Function for Efficient Inference Nov 15, 2024 Image Classification Natural Language Understanding
Code Code Available Primacy Effect of ChatGPT Oct 20, 2023 Natural Language Understanding Question Answering
Code Code Available How To Evaluate Your Dialogue System: Probe Tasks as an Alternative for Token-level Evaluation Metrics Aug 24, 2020 Language Modeling Language Modelling
Code Code Available How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets Jan 12, 2022 Natural Language Understanding
Code Code Available How Decoding Strategies Affect the Verifiability of Generated Text Nov 9, 2019 Language Modelling Natural Language Understanding
Code Code Available Hierarchical Transformer for Task Oriented Dialog Systems Oct 24, 2020 Natural Language Understanding Question Answering
Code Code Available Cascaded LSTMs based Deep Reinforcement Learning for Goal-driven Dialogue Oct 31, 2019 Deep Reinforcement Learning Dialogue Management
Code Code Available Hierarchical Multi-Task Natural Language Understanding for Cross-domain Conversational AI: HERMIT NLU Oct 2, 2019 Natural Language Understanding Sentence
Code Code Available When does word order matter and when doesn't it? Feb 29, 2024 Natural Language Understanding RTE
Code Code Available Topic Modelling of Swedish Newspaper Articles about Coronavirus: a Case Study using Latent Dirichlet Allocation Method Jan 8, 2023 Articles Natural Language Understanding
Code Code Available Privacy Guarantees for De-identifying Text Transformations Aug 7, 2020 BIG-bench Machine Learning De-identification
Code Code Available SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU Nov 16, 2023 Intent Detection Natural Language Understanding
Code Code Available HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability Aug 1, 2021 Data Augmentation Natural Language Understanding
Code Code Available Decomposed Meta-Learning for Few-Shot Sequence Labeling Mar 4, 2024 Entity Typing Event Detection
Code Code Available MaxVA: Fast Adaptation of Step Sizes by Maximizing Observed Variance of Gradients Jun 21, 2020 Image Classification Machine Translation
Code Code Available Probabilistic Word Association for Dialogue Act Classification with Recurrent Neural Networks Apr 20, 2018 Classification Dialog Act Classification
Code Code Available Probing for Multilingual Numerical Understanding in Transformer-Based Language Models Oct 13, 2020 Natural Language Understanding
Code Code Available Probing Linguistic Information For Logical Inference In Pre-trained Language Models Dec 3, 2021 Language Modeling Language Modelling
Code Code Available HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization May 31, 2021 Data Augmentation Natural Language Understanding
Code Code Available Probing Linguistic Systematicity May 8, 2020 Natural Language Inference Natural Language Understanding
Code Code Available An empirical analysis of existing systems and datasets toward general simple question answering Dec 1, 2020 Natural Language Understanding Question Answering
Code Code Available XNLIeu: a dataset for cross-lingual NLI in Basque Apr 10, 2024 Natural Language Inference Natural Language Understanding
Code Code Available Processing Natural Language About Ongoing Actions Jul 23, 2016 Natural Language Understanding
Code Code Available HICL: Hashtag-Driven In-Context Learning for Social Media Natural Language Understanding Aug 19, 2023 Contrastive Learning In-Context Learning
Code Code Available Can you map it to English? The Role of Cross-Lingual Alignment in Multilingual Performance of LLMs Apr 13, 2025 Belebele Machine Translation
Code Code Available Learning of Colors from Color Names: Distribution and Point Estimation Sep 27, 2017 Natural Language Understanding Word Embeddings
Code Code Available When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems May 24, 2022 Intent Recognition Natural Language Understanding
Code Code Available Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs May 24, 2024 Code Generation Language Modeling
Code Code Available Can Machines Read Coding Manuals Yet? -- A Benchmark for Building Better Language Models for Code Understanding Sep 15, 2021 Natural Language Understanding
Code Code Available ANCHOR: LLM-driven News Subject Conditioning for Text-to-Image Synthesis Apr 15, 2024 Descriptive Image Captioning
Code Code Available Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge Graph Nov 1, 2021 Graph Embedding Knowledge Graph Embedding
Code Code Available Learning Recurrent Span Representations for Extractive Question Answering Nov 4, 2016 Answer Selection Extractive Question-Answering
Code Code Available Debiasing Masks: A New Framework for Shortcut Mitigation in NLU Oct 28, 2022 Natural Language Understanding
Code Code Available Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks Nov 2, 2021 Natural Language Understanding Transfer Learning
Code Code Available Step-by-Step Unmasking for Parameter-Efficient Fine-tuning of Large Language Models Aug 26, 2024 Computational Efficiency Natural Language Understanding
Code Code Available PromptDA: Label-guided Data Augmentation for Prompt-based Few-shot Learners May 18, 2022 Data Augmentation Few-Shot Learning
Code Code Available STIL -- Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++ Oct 2, 2020 Classification General Classification
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