INSET: Sentence Infilling with INter-SEntential Transformer Nov 10, 2019 Natural Language Understanding Sentence
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 Cascaded LSTMs based Deep Reinforcement Learning for Goal-driven Dialogue Oct 31, 2019 Deep Reinforcement Learning Dialogue Management
Code Code Available 5 LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using Uncertainty Feb 16, 2024 In-Context Learning Information Retrieval
Code Code Available 5 Instance Regularization for Discriminative Language Model Pre-training Oct 11, 2022 Denoising Language Modeling
Code Code Available 5 Intent Features for Rich Natural Language Understanding Apr 18, 2021 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 Improving the Efficiency of Visually Augmented Language Models Sep 17, 2024 Image Generation Image Retrieval
Code Code Available 5 Effect of Visual Extensions on Natural Language Understanding in Vision-and-Language Models Apr 16, 2021 Language Modeling Language Modelling
Code Code Available 5 Effective Use of Transformer Networks for Entity Tracking Sep 5, 2019 Natural Language Understanding
Code Code Available 5 A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks May 16, 2018 Dialogue Act Classification General Classification
Code Code Available 5 LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning Oct 17, 2024 image-classification Image Classification
Code Code Available 5 Improving Tokenisation by Alternative Treatment of Spaces Apr 8, 2022 Natural Language Understanding
Code Code Available 5 Intra-Correlation Encoding for Chinese Sentence Intention Matching Dec 1, 2020 Natural Language Understanding Sentence
Code Code Available 5 Improving Grounded Natural Language Understanding through Human-Robot Dialog Mar 1, 2019 Natural Language Understanding
Code Code Available 5 Evaluating Coreference Resolvers on Community-based Question Answering: From Rule-based to State of the Art Oct 1, 2022 Answer Selection coreference-resolution
Code Code Available 5 Improving In-Context Learning with Small Language Model Ensembles Oct 29, 2024 Domain Labelling In-Context Learning
Code Code Available 5 EdgeProfiler: A Fast Profiling Framework for Lightweight LLMs on Edge Using Analytical Model Jun 6, 2025 Natural Language Understanding Quantization
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 E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation May 30, 2022 Decoder Denoising
Code Code Available 5 ARCH: Efficient Adversarial Regularized Training with Caching Sep 15, 2021 Machine Translation Natural Language Understanding
Code Code Available 5 Evaluating N-best Calibration of Natural Language Understanding for Dialogue Systems Sep 1, 2022 Classification intent-classification
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 A Multi-level Neural Network for Implicit Causality Detection in Web Texts Aug 18, 2019 Causal Inference Feature Engineering
Code Code Available 5 Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models Jun 15, 2023 Data Augmentation Knowledge Distillation
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 ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion Jan 4, 2024 Natural Language Understanding Neural Architecture Search
Code Code Available 5 Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs Nov 15, 2022 Natural Language Understanding Relational Reasoning
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 IEKG: A Commonsense Knowledge Graph for Idiomatic Expressions Dec 11, 2023 Natural Language Understanding
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 Non-autoregressive Generation with Mixup Training Oct 21, 2021 Natural Language Understanding Paraphrase Generation
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 DTW at Qur’an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain Jun 1, 2022 Ensemble Learning Machine Reading Comprehension
Code Code Available 5 Hysteresis Activation Function for Efficient Inference Nov 15, 2024 Image Classification Natural Language Understanding
Code Code Available 5 Meta-Learning for Natural Language Understanding under Continual Learning Framework Nov 3, 2020 Continual Learning Meta-Learning
Code Code Available 5 DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain May 12, 2022 Ensemble Learning Machine Reading Comprehension
Code Code Available 5 A Probabilistic Generative Grammar for Semantic Parsing Jun 20, 2016 Natural Language Understanding Semantic Parsing
Code Code Available 5 IAI MovieBot 2.0: An Enhanced Research Platform with Trainable Neural Components and Transparent User Modeling Mar 1, 2024 Conversational Recommendation Dialogue Management
Code Code Available 5 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 5 How Decoding Strategies Affect the Verifiability of Generated Text Nov 9, 2019 Language Modelling Natural Language Understanding
Code Code Available 5 How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets Jan 12, 2022 Natural Language Understanding
Code Code Available 5 Hierarchical Multi-Task Natural Language Understanding for Cross-domain Conversational AI: HERMIT NLU Oct 2, 2019 Natural Language Understanding Sentence
Code Code Available 5 Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Aug 21, 2019 Diversity Natural Language Understanding
Code Code Available 5 Down and Across: Introducing Crossword-Solving as a New NLP Benchmark May 20, 2022 Natural Language Understanding Open-Domain Question Answering
Code Code Available 5 Hierarchical Transformer for Task Oriented Dialog Systems Oct 24, 2020 Natural Language Understanding Question Answering
Code Code Available 5 HICL: Hashtag-Driven In-Context Learning for Social Media Natural Language Understanding Aug 19, 2023 Contrastive Learning In-Context Learning
Code Code Available 5 A Simple Method for Commonsense Reasoning Jun 7, 2018 Common Sense Reasoning Coreference Resolution
Code Code Available 5 HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization May 31, 2021 Data Augmentation Natural Language Understanding
Code Code Available 5 A Puzzle-Based Dataset for Natural Language Inference Dec 10, 2021 Natural Language Inference Natural Language Understanding
Code Code Available 5 