Instance Regularization for Discriminative Language Model Pre-training Oct 11, 2022 Denoising Language Modeling
Code Code Available 5 Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMs Jan 24, 2025 Knowledge Graphs Medical Question Answering
Code Code Available 5 AROMA: Autonomous Rank-one Matrix Adaptation Apr 6, 2025 Natural Language Understanding parameter-efficient fine-tuning
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 Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey Feb 15, 2025 Machine Translation Natural Language Understanding
Code Code Available 5 Intent Detection and Entity Extraction from BioMedical Literature Apr 4, 2024 Intent Detection named-entity-recognition
Code Code Available 5 Cascaded LSTMs based Deep Reinforcement Learning for Goal-driven Dialogue Oct 31, 2019 Deep Reinforcement Learning Dialogue Management
Code Code Available 5 Are Visual-Linguistic Models Commonsense Knowledge Bases? Oct 1, 2022 Natural Language Understanding Question Answering
Code Code Available 5 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 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 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 5 Improving the Efficiency of Visually Augmented Language Models Sep 17, 2024 Image Generation Image Retrieval
Code Code Available 5 Improving Tokenisation by Alternative Treatment of Spaces Apr 8, 2022 Natural Language Understanding
Code Code Available 5 Joint Slot Filling and Intent Detection via Capsule Neural Networks Dec 22, 2018 Intent Detection Natural Language Understanding
Code Code Available 5 Leveraging Large Language Models for Scalable Vector Graphics-Driven Image Understanding Jun 9, 2023 Few-Shot Learning image-classification
Code Code Available 5 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 5 Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study Jan 7, 2025 intent-classification Intent Classification
Code Code Available 5 Implicit Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis Sep 21, 2023 Cross-Modal Retrieval Image Captioning
Code Code Available 5 Imitation of Life: A Search Engine for Biologically Inspired Design Dec 20, 2023 Natural Language Understanding
Code Code Available 5 Improving Bias Mitigation through Bias Experts in Natural Language Understanding Dec 6, 2023 Binary Classification Multi-class Classification
Code Code Available 5 Improving Grounded Natural Language Understanding through Human-Robot Dialog Mar 1, 2019 Natural Language Understanding
Code Code Available 5 Can Large Language Models Capture Dissenting Human Voices? May 23, 2023 Natural Language Inference Natural Language Understanding
Code Code Available 5 IEKG: A Commonsense Knowledge Graph for Idiomatic Expressions Dec 11, 2023 Natural Language Understanding
Code Code Available 5 IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022 May 27, 2022 Natural Language Understanding Reinforcement Learning (RL)
Code Code Available 5 IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension Oct 25, 2022 Machine Reading Comprehension Natural Language Understanding
Code Code Available 5 