Unraveling the Dominance of Large Language Models Over Transformer Models for Bangla Natural Language Inference: A Comprehensive Study May 5, 2024 Natural Language Inference Natural Language Understanding
Code Code Available MDDial: A Multi-turn Differential Diagnosis Dialogue Dataset with Reliability Evaluation Aug 16, 2023 Natural Language Understanding
Code Code Available Rethinking embedding coupling in pre-trained language models Oct 24, 2020 Cross-Lingual Natural Language Inference Cross-Lingual NER
Code Code Available bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark Jun 4, 2023 Fact Checking named-entity-recognition
Code Code Available TabFact: A Large-scale Dataset for Table-based Fact Verification Sep 5, 2019 16k Fact Checking
Code Code Available 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 Why Build an Assistant in Minecraft? Jul 22, 2019 Minecraft Natural Language Understanding
Code Code Available Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data Oct 9, 2020 counterfactual Natural Language Inference
Code Code Available Executing Natural Language-Described Algorithms with Large Language Models: An Investigation Feb 23, 2024 Natural Language Understanding
Code Code Available TableFormer: Robust Transformer Modeling for Table-Text Encoding Mar 1, 2022 Natural Language Understanding
Code Code Available Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders Oct 19, 2020 Image Generation Motion Planning
Code Code Available Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching Apr 26, 2020 Clustering Form
Code Code Available Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training Jun 8, 2023 intent-classification Intent Classification
Code Code Available Event Linking: Grounding Event Mentions to Wikipedia Dec 15, 2021 Entity Linking Natural Language Understanding
Code Code Available Memory Transformer Jun 20, 2020 Language Modeling Language Modelling
Code Code Available Mention Memory: incorporating textual knowledge into Transformers through entity mention attention Oct 12, 2021 Claim Verification Natural Language Understanding
Code Code Available MERGE: Fast Private Text Generation May 25, 2023 Code Completion Multi-task Language Understanding
Code Code Available Evaluating The Effectiveness of Capsule Neural Network in Toxic Comment Classification using Pre-trained BERT Embeddings Oct 12, 2023 Multilingual NLP Natural Language Understanding
Code Code Available CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling May 16, 2023 Document Classification Language Modelling
Code Code Available Evaluating N-best Calibration of Natural Language Understanding for Dialogue Systems Sep 1, 2022 Classification intent-classification
Code Code Available Meta-Learning for Natural Language Understanding under Continual Learning Framework Nov 3, 2020 Continual Learning Meta-Learning
Code Code Available AlexU-AL at SemEval-2022 Task 6: Detecting Sarcasm in Arabic Text Using Deep Learning Techniques Jul 1, 2022 Natural Language Understanding Sarcasm Detection
Code Code Available Evaluating Natural Language Understanding Services for Conversational Question Answering Systems Aug 1, 2017 Chatbot Conversational Question Answering
Code Code Available tagE: Enabling an Embodied Agent to Understand Human Instructions Oct 24, 2023 Decoder Natural Language Understanding
Code Code Available Revisiting Sample Size Determination in Natural Language Understanding Jul 1, 2023 Active Learning Natural Language Understanding
Code Code Available TinyBERT: Distilling BERT for Natural Language Understanding Sep 23, 2019 Knowledge Distillation Language Modelling
Code Code Available MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU Aug 15, 2024 domain classification Intent Detection
Code Code Available Evaluating Gender Bias in Natural Language Inference May 12, 2021 Natural Language Inference Natural Language Understanding
Code Code Available Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns Oct 11, 2018 Coreference Resolution Diversity
Code Code Available 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 ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation Jul 5, 2021 Few-Shot Learning Natural Language Understanding
Code Code Available EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference Jan 11, 2019 Natural Language Inference Natural Language Understanding
Code Code Available WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia Aug 11, 2016 Articles Document Classification
Code Code Available Mitigating Biases in Toxic Language Detection through Invariant Rationalization Jun 14, 2021 Natural Language Understanding
Code Code Available TAPIR: Learning Adaptive Revision for Incremental Natural Language Understanding with a Two-Pass Model May 18, 2023 Natural Language Understanding Sentence
Code Code Available EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators Dec 2, 2019 Dialogue Act Classification Emotional Dialogue Acts
Code Code Available WikiCREM: A Large Unsupervised Corpus for Coreference Resolution Aug 21, 2019 coreference-resolution Coreference Resolution
Code Code Available Reweighting Augmented Samples by Minimizing the Maximal Expected Loss Mar 16, 2021 Data Augmentation Image Augmentation
Code Code Available m-Networks: Adapting the Triplet Networks for Acronym Disambiguation Jul 1, 2022 Natural Language Understanding Triplet
Code Code Available RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning Jan 16, 2022 Few-Shot Learning Link Prediction
Code Code Available Accelerated Large Batch Optimization of BERT Pretraining in 54 minutes Jun 24, 2020 Natural Language Understanding
Code Code Available Training Efficient CNNS: Tweaking the Nuts and Bolts of Neural Networks for Lighter, Faster and Robust Models May 23, 2022 Data Augmentation Information Retrieval
Code Code Available A Multi-level Neural Network for Implicit Causality Detection in Web Texts Aug 18, 2019 Causal Inference Feature Engineering
Code Code Available Counterfactual Detection meets Transfer Learning May 27, 2020 Binary Classification counterfactual
Code Code Available Modeling Variations of First-Order Horn Abduction in Answer Set Programming Dec 30, 2015 Natural Language Understanding
Code Code Available User-in-the-loop Adaptive Intent Detection for Instructable Digital Assistant Jan 16, 2020 Intent Detection Natural Language Understanding
Code Code Available A Probabilistic Generative Grammar for Semantic Parsing Jun 20, 2016 Natural Language Understanding Semantic Parsing
Code Code Available Task Oriented Dialogue as a Catalyst for Self-Supervised Automatic Speech Recognition Jan 4, 2024 Attribute Automatic Speech Recognition
Code Code Available Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding May 30, 2024 Natural Language Understanding reinforcement-learning
Code Code Available Coreference Reasoning in Machine Reading Comprehension Dec 31, 2020 coreference-resolution Coreference Resolution
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