An Analysis of Negation in Natural Language Understanding Corpora Mar 16, 2022 Natural Language Understanding Negation
Code Code Available 5 Is Multimodal Vision Supervision Beneficial to Language? Feb 10, 2023 Image Retrieval Natural Language Understanding
Code Code Available 5 Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding Jul 15, 2023 Cross-Lingual Transfer Natural Language Inference
Code Code Available 5 KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning Jun 24, 2024 Hierarchical Reinforcement Learning Knowledge Graphs
Code Code Available 5 Intent Detection and Entity Extraction from BioMedical Literature Apr 4, 2024 Intent Detection named-entity-recognition
Code Code Available 5 Integrating Task Specific Information into Pretrained Language Models for Low Resource Fine Tuning Nov 1, 2020 Natural Language Understanding
Code Code Available 5 Automatic Pruning of Fine-tuning Datasets for Transformer-based Language Models Jul 11, 2024 Natural Language Understanding Navigate
Code Code Available 5 Intent Features for Rich Natural Language Understanding Apr 18, 2021 Natural Language Understanding
Code Code Available 5 Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey Feb 15, 2025 Machine Translation Natural Language Understanding
Code Code Available 5 INSET: Sentence Infilling with INter-SEntential Transformer Nov 10, 2019 Natural Language Understanding Sentence
Code Code Available 5 Conversational Disease Diagnosis via External Planner-Controlled Large Language Models Apr 4, 2024 Active Learning Decision Making
Code Code Available 5 Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems Nov 21, 2019 Dialogue State Tracking Intent Detection
Code Code Available 5 Add Noise, Tasks, or Layers? MaiNLP at the VarDial 2025 Shared Task on Norwegian Dialectal Slot and Intent Detection Jan 7, 2025 Intent Detection Natural Language Understanding
Code Code Available 5 Instance Regularization for Discriminative Language Model Pre-training Oct 11, 2022 Denoising Language Modeling
Code Code Available 5 Intra-Correlation Encoding for Chinese Sentence Intention Matching Dec 1, 2020 Natural Language Understanding Sentence
Code Code Available 5 Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding May 23, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Continuous Prompt Generation from Linear Combination of Discrete Prompt Embeddings Dec 16, 2023 Natural Language Understanding
Code Code Available 5 Incorporating Graph Attention Mechanism into Geometric Problem Solving Based on Deep Reinforcement Learning Mar 14, 2024 Deep Reinforcement Learning Graph Attention
Code Code Available 5 Continuous Entailment Patterns for Lexical Inference in Context Sep 8, 2021 Few-Shot NLI Language Modeling
Code Code Available 5 Investigating the (De)Composition Capabilities of Large Language Models in Natural-to-Formal Language Conversion Jan 24, 2025 Natural Language Understanding
Code Code Available 5 A template-independent approach for information extraction in real estate documents May 30, 2023 Information Retrieval Natural Language Understanding
Code Code Available 5 Continual Dialogue State Tracking via Example-Guided Question Answering May 23, 2023 Continual Learning Dialogue State Tracking
Code Code Available 5 Improving Non-autoregressive Generation with Mixup Training Oct 21, 2021 Natural Language Understanding Paraphrase Generation
Code Code Available 5 Contextual Dialogue Act Classification for Open-Domain Conversational Agents May 28, 2020 Classification Dialogue Act Classification
Code Code Available 5 ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion Jan 4, 2024 Natural Language Understanding Neural Architecture Search
Code Code Available 5 