Is BERT Blind? Exploring the Effect of Vision-and-Language Pretraining on Visual Language Understanding Mar 21, 2023 Knowledge Probing Language Modelling
Code Code Available 5 KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models Dec 8, 2024 Instruction Following Natural Language Understanding
Code Code Available 5 Code Summarization with Structure-induced Transformer Dec 29, 2020 Code Summarization Graph Neural Network
Code Code Available 5 LLM4Jobs: Unsupervised occupation extraction and standardization leveraging Large Language Models Sep 18, 2023 Natural Language Understanding
Code Code Available 5 SLiM: One-shot Quantization and Sparsity with Low-rank Approximation for LLM Weight Compression Oct 12, 2024 Model Compression Natural Language Understanding
Code Code Available 5 Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning Jul 11, 2019 Natural Language Understanding reinforcement-learning
Code Code Available 5 A Surprisingly Robust Trick for Winograd Schema Challenge May 15, 2019 Common Sense Reasoning Coreference Resolution
Code Code Available 5 Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation Jun 2, 2019 Common Sense Reasoning Language Modeling
Code Code Available 5 KNOT: Knowledge Distillation using Optimal Transport for Solving NLP Tasks Oct 6, 2021 Emotion Recognition Emotion Recognition in Conversation
Code Code Available 5 COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs Oct 12, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available 5 FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning Aug 13, 2021 Data Augmentation Few-Shot Learning
Code Code Available 5 FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding Sep 27, 2021 Benchmarking Natural Language Understanding
Code Code Available 5 Neural RST-based Evaluation of Discourse Coherence Sep 30, 2020 Coherence Evaluation Discourse Parsing
Code Code Available 5 Structured Probabilistic Coding Dec 21, 2023 Natural Language Understanding Representation Learning
Code Code Available 5 Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical Semantics Nov 2, 2020 Natural Language Understanding Sentence
Code Code Available 5 Stacked DeBERT: All Attention in Incomplete Data for Text Classification Jan 1, 2020 All Chatbot
Code Code Available 5 FOLIO: Natural Language Reasoning with First-Order Logic Sep 2, 2022 Language Modeling Language Modelling
Code Code Available 5 A Survey of RWKV Dec 19, 2024 Natural Language Understanding Survey
Code Code Available 5 An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding Mar 6, 2025 Natural Language Understanding Representation Learning
Code Code Available 5 Instance Regularization for Discriminative Language Model Pre-training Oct 11, 2022 Denoising Language Modeling
Code Code Available 5 BasqueGLUE: A Natural Language Understanding Benchmark for Basque Jun 1, 2022 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 Integrating Task Specific Information into Pretrained Language Models for Low Resource Fine Tuning Nov 1, 2020 Natural Language Understanding
Code Code Available 5 BAM! Born-Again Multi-Task Networks for Natural Language Understanding Jul 10, 2019 Knowledge Distillation Natural Language Understanding
Code Code Available 5 Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding Jun 19, 2023 Adversarial Robustness Few-Shot Learning
Code Code Available 5 