Learning of Colors from Color Names: Distribution and Point Estimation Sep 27, 2017 Natural Language Understanding Word Embeddings
Code Code Available 5 Learning to Merge Tokens in Vision Transformers Feb 24, 2022 Natural Language Understanding
Code Code Available 5 Adversarial NLI: A New Benchmark for Natural Language Understanding Oct 31, 2019 Natural Language Understanding
Code Code Available 5 A Neural-Symbolic Approach to Natural Language Understanding Mar 20, 2022 Logical Reasoning Natural Language Inference
Code Code Available 5 Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors Oct 25, 2023 en-US domain classification en-US Intent Classification
Code Code Available 5 A Neural Conversational Model Jun 19, 2015 Common Sense Reasoning model
Code Code Available 5 Language Fusion for Parameter-Efficient Cross-lingual Transfer Jan 12, 2025 Cross-Lingual Transfer Natural Language Inference
Code Code Available 5 Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Apr 25, 2025 Natural Language Understanding Response Generation
Code Code Available 5 An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference Feb 16, 2024 Language Modeling Language Modelling
Code Code Available 5 Language-Agnostic Syllabification with Neural Sequence Labeling Sep 29, 2019 Chunking named-entity-recognition
Code Code Available 5 An empirical analysis of existing systems and datasets toward general simple question answering Dec 1, 2020 Natural Language Understanding Question Answering
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 KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning Jun 24, 2024 Hierarchical Reinforcement Learning Knowledge Graphs
Code Code Available 5 Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards Oct 12, 2020 coreference-resolution Coreference Resolution
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 Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models Jan 18, 2021 Language Modeling Language Modelling
Code Code Available 5 Cross-Lingual Representation Alignment Through Contrastive Image-Caption Tuning May 19, 2025 Natural Language Understanding Retrieval
Code Code Available 5 Cross-lingual Language Model Pretraining Jan 22, 2019 Language Modeling Language Modelling
Code Code Available 5 WikiCREM: A Large Unsupervised Corpus for Coreference Resolution Aug 21, 2019 coreference-resolution Coreference Resolution
Code Code Available 5 Language Detoxification with Attribute-Discriminative Latent Space Oct 19, 2022 Attribute Dialogue Generation
Code Code Available 5 Is the Understanding of Explicit Discourse Relations Required in Machine Reading Comprehension? Apr 1, 2021 Machine Reading Comprehension 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 Is this sentence valid? An Arabic Dataset for Commonsense Validation Aug 25, 2020 Natural Language Understanding Sentence
Code Code Available 5 Is Multimodal Vision Supervision Beneficial to Language? Feb 10, 2023 Image Retrieval Natural Language Understanding
Code Code Available 5 Is neural language acquisition similar to natural? A chronological probing study Jul 1, 2022 Language Acquisition Natural Language Understanding
Code Code Available 5 AudioFormer: Audio Transformer learns audio feature representations from discrete acoustic codes Aug 14, 2023 Audio Classification Classification
Code Code Available 5 Intent Features for Rich Natural Language Understanding Apr 18, 2021 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 Instance Regularization for Discriminative Language Model Pre-training Oct 11, 2022 Denoising Language Modeling
Code Code Available 5 Coreference Reasoning in Machine Reading Comprehension Dec 31, 2020 coreference-resolution Coreference Resolution
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 An Analysis of Negation in Natural Language Understanding Corpora Mar 16, 2022 Natural Language Understanding Negation
Code Code Available 5 INSET: Sentence Infilling with INter-SEntential Transformer Nov 10, 2019 Natural Language Understanding Sentence
Code Code Available 5 Intent Detection and Entity Extraction from BioMedical Literature Apr 4, 2024 Intent Detection named-entity-recognition
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 Counterfactual Detection meets Transfer Learning May 27, 2020 Binary Classification counterfactual
Code Code Available 5 Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data Oct 9, 2020 counterfactual Natural Language Inference
Code Code Available 5 Jack the Reader -- A Machine Reading Framework Jul 1, 2018 Articles Information Retrieval
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 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 CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding Mar 18, 2022 Cross-Lingual Transfer Natural Language Understanding
Code Code Available 5 A Unified Framework for Slot based Response Generation in a Multimodal Dialogue System May 27, 2023 Decoder Natural Language Understanding
Code Code Available 5 ANCHOR: LLM-driven News Subject Conditioning for Text-to-Image Synthesis Apr 15, 2024 Descriptive Image Captioning
Code Code Available 5 Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation Aug 15, 2020 Language Modeling Language Modelling
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 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 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 