Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach Apr 11, 2021 Machine Translation Natural Language Understanding
Code Code Available Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language Dec 14, 2022 Decoder image-classification
Code Code Available Endowing Language Models with Multimodal Knowledge Graph Representations Jun 27, 2022 Multilingual Named Entity Recognition named-entity-recognition
Code Code Available On the Importance of Effectively Adapting Pretrained Language Models for Active Learning Apr 16, 2021 Active Learning Natural Language Understanding
Code Code Available Evolving Attention with Residual Convolutions Feb 20, 2021 image-classification Image Classification
Code Code Available Form-NLU: Dataset for the Form Natural Language Understanding Apr 4, 2023 4k Form
Code Code Available DVMNet++: Rethinking Relative Pose Estimation for Unseen Objects Mar 20, 2024 Natural Language Understanding Object
Code Code Available Dual Supervised Learning for Natural Language Understanding and Generation May 15, 2019 Natural Language Understanding Text Generation
Code Code Available Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better Jun 16, 2021 Deep Learning Information Retrieval
Code Code Available A Comprehensive Survey on Graph Neural Networks Jan 3, 2019 BIG-bench Machine Learning image-classification
Code Code Available BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model Apr 8, 2022 Entity Linking Language Modeling
Code Code Available Dual Inference for Improving Language Understanding and Generation Oct 8, 2020 Natural Language Understanding Text Generation
Code Code Available Dual Learning for Semi-Supervised Natural Language Understanding Apr 26, 2020 Natural Language Understanding Sentence
Code Code Available Distilling Large Vision-Language Model with Out-of-Distribution Generalizability Jul 6, 2023 Few-Shot Image Classification Image Classification
Code Code Available Joint Prompt Optimization of Stacked LLMs using Variational Inference Jun 21, 2023 Natural Language Understanding Variational Inference
Code Code Available Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions Nov 1, 2023 Few-Shot NLI Instruction Following
Code Code Available A Persian Benchmark for Joint Intent Detection and Slot Filling Mar 1, 2023 Intent Detection Natural Language Understanding
Code Code Available Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression May 26, 2025 Language Modeling Language Modelling
Code Code Available Ape210K: A Large-Scale and Template-Rich Dataset of Math Word Problems Sep 24, 2020 Diversity Math
Code Code Available Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective Feb 16, 2022 Fact Verification Natural Language Inference
Code Code Available DroidCall: A Dataset for LLM-powered Android Intent Invocation Nov 30, 2024 Natural Language Understanding
Code Code Available Efficient Long Sequence Modeling via State Space Augmented Transformer Dec 15, 2022 Computational Efficiency Decoder
Code Code Available C-STS: Conditional Semantic Textual Similarity May 24, 2023 Information Retrieval Language Model Evaluation
Code Code Available Debiasing Methods in Natural Language Understanding Make Bias More Accessible Sep 9, 2021 Language Modeling Language Modelling
Code Code Available A Generative Model for Joint Natural Language Understanding and Generation Jun 12, 2020 Natural Language Understanding Task-Oriented Dialogue Systems
Code Code Available DeLoRA: Decoupling Angles and Strength in Low-rank Adaptation Mar 23, 2025 Image Generation Natural Language Understanding
Code Code Available DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Sep 28, 2020 Domain Adaptation Multi-domain Dialogue State Tracking
Code Code Available Beyond Autoregression: Fast LLMs via Self-Distillation Through Time Oct 28, 2024 Automated Theorem Proving Code Generation
Code Code Available CTRAN: CNN-Transformer-based Network for Natural Language Understanding Mar 19, 2023 Decoder Intent Detection
Code Code Available Towards General Natural Language Understanding with Probabilistic Worldbuilding May 6, 2021 Natural Language Understanding Question Answering
Code Code Available BiPFT: Binary Pre-trained Foundation Transformer with Low-rank Estimation of Binarization Residual Polynomials Dec 14, 2023 Binarization Natural Language Understanding
Code Code Available BLUEX: A benchmark based on Brazilian Leading Universities Entrance eXams Jul 11, 2023 Natural Language Understanding
Code Code Available Evaluation Toolkit For Robustness Testing Of Automatic Essay Scoring Systems Jul 14, 2020 Automated Essay Scoring Common Sense Reasoning
Code Code Available CSKG: The CommonSense Knowledge Graph Dec 21, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Feb 7, 2022 image-classification Image Classification
Code Code Available Bot or Human? Detecting ChatGPT Imposters with A Single Question May 10, 2023 Language Modeling Language Modelling
Code Code Available CalBERT - Code-mixed Adaptive Language representations using BERT Apr 14, 2022 Natural Language Understanding Sentiment Analysis
Code Code Available Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition Jul 29, 2021 Natural Language Understanding Reading Comprehension
Code Code Available ARBML: Democritizing Arabic Natural Language Processing Tools Nov 1, 2020 Natural Language Understanding
Code Code Available 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 Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models May 24, 2023 document understanding Image Captioning
Code Code Available Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data Mar 7, 2021 Decoder Empathetic Response Generation
Code Code Available A Comprehensive Analysis of Adapter Efficiency May 12, 2023 Natural Language Understanding parameter-efficient fine-tuning
Code Code Available 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 End-to-End Slot Alignment and Recognition for Cross-Lingual NLU Apr 29, 2020 Cross-Lingual Transfer Goal-Oriented Dialog
Code Code Available Enhancing Language Representation with Constructional Information for Natural Language Understanding Jun 5, 2023 Natural Language Understanding
Code Code Available BERT for Joint Intent Classification and Slot Filling Feb 28, 2019 General Classification intent-classification
Code Code Available EPIE Dataset: A Corpus For Possible Idiomatic Expressions Jun 16, 2020 Machine Translation Natural Language Understanding
Code Code Available A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery Mar 7, 2023 Clustering Dimensionality Reduction
Code Code Available Call for Papers -- The BabyLM Challenge: Sample-efficient pretraining on a developmentally plausible corpus Jan 27, 2023 Language Acquisition Language Modeling
Code Code Available 