BERT for Joint Intent Classification and Slot Filling Feb 28, 2019 General Classification intent-classification
Code Code Available 5 AceGPT, Localizing Large Language Models in Arabic Sep 21, 2023 Instruction Following Language Modeling
Code Code Available 5 ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators Mar 23, 2020 GPU Language Modeling
Code Code Available 5 Beyond Autoregression: Fast LLMs via Self-Distillation Through Time Oct 28, 2024 Automated Theorem Proving Code Generation
Code Code Available 5 Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations Nov 26, 2020 Cloze Test Natural Language Understanding
Code Code Available 5 Analyzing Multi-Task Learning for Abstractive Text Summarization Oct 26, 2022 Abstractive Text Summarization Multi-Task Learning
Code Code Available 5 BiPFT: Binary Pre-trained Foundation Transformer with Low-rank Estimation of Binarization Residual Polynomials Dec 14, 2023 Binarization Natural Language Understanding
Code Code Available 5 An Annotated Corpus of Reference Resolution for Interpreting Common Grounding Nov 18, 2019 Coreference Resolution Goal-Oriented Dialog
Code Code Available 5 Benchmarking Robustness of Machine Reading Comprehension Models Apr 29, 2020 Benchmarking Machine Reading Comprehension
Code Code Available 5 A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering May 11, 2020 Natural Language Understanding Question Answering
Code Code Available 5 Bridging Text and Vision: A Multi-View Text-Vision Registration Approach for Cross-Modal Place Recognition Feb 20, 2025 Cross-modal place recognition Natural Language Understanding
Code Code Available 5 CalBERT - Code-mixed Adaptive Language representations using BERT Apr 14, 2022 Natural Language Understanding Sentiment Analysis
Code Code Available 5 Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks Jul 21, 2021 Image Classification Natural Language Understanding
Code Code Available 5 Entailment as Robust Self-Learner May 26, 2023 Multi-class Classification Natural Language Understanding
Code Code Available 5 Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition Jul 29, 2021 Natural Language Understanding Reading Comprehension
Code Code Available 5 An Empirical Study of Tokenization Strategies for Various Korean NLP Tasks Oct 6, 2020 Machine Translation Natural Language Understanding
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 Evaluation Toolkit For Robustness Testing Of Automatic Essay Scoring Systems Jul 14, 2020 Automated Essay Scoring Common Sense Reasoning
Code Code Available 5 Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models Nov 4, 2021 Adversarial Attack Adversarial Robustness
Code Code Available 5 Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression May 26, 2025 Language Modeling Language Modelling
Code Code Available 5 Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family Mar 14, 2023 Knowledge Base Question Answering Language Modeling
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 Capabilities of GPT-4 on Medical Challenge Problems Mar 20, 2023 counterfactual Memorization
Code Code Available 5 Causal Distillation for Language Models Dec 5, 2021 Language Modeling Language Modelling
Code Code Available 5 Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach Apr 11, 2021 Machine Translation 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 Cephalo: Multi-Modal Vision-Language Models for Bio-Inspired Materials Analysis and Design May 29, 2024 Dataset Generation Image to text
Code Code Available 5 Efficient Long Sequence Modeling via State Space Augmented Transformer Dec 15, 2022 Computational Efficiency Decoder
Code Code Available 5 Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data Mar 7, 2021 Decoder Empathetic Response Generation
Code Code Available 5 Enhancing Language Representation with Constructional Information for Natural Language Understanding Jun 5, 2023 Natural Language Understanding
Code Code Available 5 FaVIQ: FAct Verification from Information-seeking Questions Jul 5, 2021 Fact Checking Fact Verification
Code Code Available 5 AllenNLP: A Deep Semantic Natural Language Processing Platform Mar 20, 2018 Natural Language Understanding Reading Comprehension
Code Code Available 5 Dual Learning for Semi-Supervised Natural Language Understanding Apr 26, 2020 Natural Language Understanding Sentence
Code Code Available 5 DroidCall: A Dataset for LLM-powered Android Intent Invocation Nov 30, 2024 Natural Language Understanding
Code Code Available 5 Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions Nov 1, 2023 Few-Shot NLI Instruction Following
Code Code Available 5 Dual Inference for Improving Language Understanding and Generation Oct 8, 2020 Natural Language Understanding Text Generation
Code Code Available 5 Dual Supervised Learning for Natural Language Understanding and Generation May 15, 2019 Natural Language Understanding Text Generation
Code Code Available 5 BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla Jan 1, 2021 Document Classification Language Modeling
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 BARThez: a Skilled Pretrained French Sequence-to-Sequence Model Oct 23, 2020 FLUE Natural Language Understanding
Code Code Available 5 On the Importance of Effectively Adapting Pretrained Language Models for Active Learning Apr 16, 2021 Active Learning Natural Language Understanding
Code Code Available 5 Distilling Large Vision-Language Model with Out-of-Distribution Generalizability Jul 6, 2023 Few-Shot Image Classification Image Classification
Code Code Available 5 DVMNet++: Rethinking Relative Pose Estimation for Unseen Objects Mar 20, 2024 Natural Language Understanding Object
Code Code Available 5 ALBETO and DistilBETO: Lightweight Spanish Language Models Apr 19, 2022 Natural Language Understanding NER
Code Code Available 5 Baby's CoThought: Leveraging Large Language Models for Enhanced Reasoning in Compact Models Aug 3, 2023 In-Context Learning Natural Language Understanding
Code Code Available 5 DeLoRA: Decoupling Angles and Strength in Low-rank Adaptation Mar 23, 2025 Image Generation Natural Language Understanding
Code Code Available 5 A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit Nov 1, 2021 Abusive Language Natural Language Understanding
Code Code Available 5 A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models Oct 11, 2022 Natural Language Understanding
Code Code Available 5 Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling Apr 18, 2022 Natural Language Understanding
Code Code Available 5 Joint Prompt Optimization of Stacked LLMs using Variational Inference Jun 21, 2023 Natural Language Understanding Variational Inference
Code Code Available 5 