LaMP: When Large Language Models Meet Personalization Apr 22, 2023 Language Modeling Language Modelling
Code Code Available 5 ConFiguRe: Exploring Discourse-level Chinese Figures of Speech Sep 16, 2022 Natural Language Understanding Sentence
Code Code Available 5 PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks Feb 25, 2022 Data Augmentation Natural Language Understanding
Code Code Available 5 EPIE Dataset: A Corpus For Possible Idiomatic Expressions Jun 16, 2020 Machine Translation Natural Language Understanding
Code Code Available 5 Anno-MI: A Dataset of Expert-Annotated Counselling Dialogues Apr 27, 2022 Dialogue Generation Natural Language Understanding
Code Code Available 5 When Do Flat Minima Optimizers Work? Feb 1, 2022 Benchmarking Graph Learning
Code Code Available 5 Joint Localization and Activation Editing for Low-Resource Fine-Tuning Feb 3, 2025 Natural Language Understanding parameter-efficient fine-tuning
Code Code Available 5 Relative Importance in Sentence Processing Jun 7, 2021 Natural Language Understanding Sentence
Code Code Available 5 Jack the Reader - A Machine Reading Framework Jun 20, 2018 Articles Link Prediction
Code Code Available 5 Adapting Pretrained Transformer to Lattices for Spoken Language Understanding Nov 2, 2020 Natural Language Understanding speech-recognition
Code Code Available 5 Event Time Extraction and Propagation via Graph Attention Networks Jun 1, 2021 Graph Attention Natural Language Understanding
Code Code Available 5 CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding Jul 1, 2021 Contrastive Learning Natural Language Understanding
Code Code Available 5 Evaluating the Logical Reasoning Ability of ChatGPT and GPT-4 Apr 7, 2023 Logical Reasoning Natural Language Inference
Code Code Available 5 Robustness Testing of Language Understanding in Task-Oriented Dialog Dec 30, 2020 Data Augmentation Natural Language Understanding
Code Code Available 5 Benchmarking Robustness of Machine Reading Comprehension Models Apr 29, 2020 Benchmarking Machine Reading Comprehension
Code Code Available 5 CLUES: Few-Shot Learning Evaluation in Natural Language Understanding Nov 4, 2021 Few-Shot Learning Natural Language Understanding
Code Code Available 5 KALA: Knowledge-Augmented Language Model Adaptation Apr 22, 2022 Domain Adaptation General Knowledge
Code Code Available 5 Benchmarking Natural Language Understanding Services for building Conversational Agents Mar 13, 2019 Benchmarking General Classification
Code Code Available 5 FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models Oct 12, 2024 Arithmetic Reasoning Federated Learning
Code Code Available 5 CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation Nov 1, 2022 Natural Language Understanding Negation
Code Code Available 5 IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization May 2, 2020 Natural Language Understanding Representation Learning
Code Code Available 5 Belief Revision based Caption Re-ranker with Visual Semantic Information Sep 16, 2022 Caption Generation Image Captioning
Code Code Available 5 From Black Boxes to Conversations: Incorporating XAI in a Conversational Agent Sep 6, 2022 Explainable Artificial Intelligence (XAI) Natural Language Understanding
Code Code Available 5 Explaining Patterns in Data with Language Models via Interpretable Autoprompting Oct 4, 2022 Explanation Generation Natural Language Understanding
Code Code Available 5 Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset Nov 9, 2023 Math Natural Language Understanding
Code Code Available 5 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 