CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation Nov 1, 2022 Natural Language Understanding Negation
Code Code Available 5 Evolving Attention with Residual Convolutions Feb 20, 2021 image-classification Image 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 On the Importance of Effectively Adapting Pretrained Language Models for Active Learning Apr 16, 2021 Active Learning Natural Language Understanding
Code Code Available 5 Improving Constituency Parsing with Span Attention Oct 15, 2020 Constituency Parsing Natural Language Understanding
Code Code Available 5 Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages Dec 11, 2022 Natural Language Understanding XLM-R
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 Graph Based Network with Contextualized Representations of Turns in Dialogue Sep 9, 2021 Dialog Relation Extraction Emotion Recognition
Code Code Available 5 Graph Constrained Reinforcement Learning for Natural Language Action Spaces Jan 23, 2020 Action Generation Natural Language Understanding
Code Code Available 5 A Comprehensive Survey on Graph Neural Networks Jan 3, 2019 BIG-bench Machine Learning image-classification
Code Code Available 5 Towards General Natural Language Understanding with Probabilistic Worldbuilding May 6, 2021 Natural Language Understanding Question Answering
Code Code Available 5 BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model Apr 8, 2022 Entity Linking Language Modeling
Code Code Available 5 GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective Nov 15, 2022 Natural Language Understanding Out-of-Distribution Generalization
Code Code Available 5 GLGE: A New General Language Generation Evaluation Benchmark Nov 24, 2020 Natural Language Understanding Text Generation
Code Code Available 5 ChatLog: Carefully Evaluating the Evolution of ChatGPT Across Time Apr 27, 2023 Natural Language Understanding
Code Code Available 5 GLoRE: Evaluating Logical Reasoning of Large Language Models Oct 13, 2023 Logical Reasoning Natural Language Understanding
Code Code Available 5 A Persian Benchmark for Joint Intent Detection and Slot Filling Mar 1, 2023 Intent Detection Natural Language Understanding
Code Code Available 5 Generating Training Data with Language Models: Towards Zero-Shot Language Understanding Feb 9, 2022 Few-Shot Learning MNLI-m
Code Code Available 5 Causality-aware Concept Extraction based on Knowledge-guided Prompting May 3, 2023 Knowledge Graphs Natural Language Understanding
Code Code Available 5 Ape210K: A Large-Scale and Template-Rich Dataset of Math Word Problems Sep 24, 2020 Diversity Math
Code Code Available 5 Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning Apr 11, 2022 Decoder Entity Linking
Code Code Available 5 GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Apr 20, 2018 Diagnostic Natural Language Inference
Code Code Available 5 How Certain is Your Transformer? Apr 1, 2021 Natural Language Understanding Point Processes
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 A Generative Model for Joint Natural Language Understanding and Generation Jun 12, 2020 Natural Language Understanding Task-Oriented Dialogue Systems
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 GisPy: A Tool for Measuring Gist Inference Score in Text May 25, 2022 Coherence Evaluation Decision Making
Code Code Available 5 GLADIS: A General and Large Acronym Disambiguation Benchmark Feb 3, 2023 Language Modeling Language Modelling
Code Code Available 5 FOLIO: Natural Language Reasoning with First-Order Logic Sep 2, 2022 Language Modeling Language Modelling
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 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 BLUEX: A benchmark based on Brazilian Leading Universities Entrance eXams Jul 11, 2023 Natural Language Understanding
Code Code Available 5 Form-NLU: Dataset for the Form Natural Language Understanding Apr 4, 2023 4k Form
Code Code Available 5 Capabilities of GPT-4 on Medical Challenge Problems Mar 20, 2023 counterfactual Memorization
Code Code Available 5 A Toolkit for Generating Code Knowledge Graphs Feb 21, 2020 Code Search Image Classification
Code Code Available 5 Bot or Human? Detecting ChatGPT Imposters with A Single Question May 10, 2023 Language Modeling Language Modelling
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 Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition Jul 29, 2021 Natural Language Understanding Reading Comprehension
Code Code Available 5 ARBML: Democritizing Arabic Natural Language Processing Tools Nov 1, 2020 Natural Language Understanding
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 FreeLB: Enhanced Adversarial Training for Natural Language Understanding Sep 25, 2019 ARC Natural Language Understanding
Code Code Available 5 HyperMixer: An MLP-based Low Cost Alternative to Transformers Mar 7, 2022 Natural Language Understanding
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 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 Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning Jul 11, 2019 Natural Language Understanding reinforcement-learning
Code Code Available 5 FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark Jul 15, 2021 Few-Shot Learning Machine Reading Comprehension
Code Code Available 5 Improving Language Understanding by Generative Pre-Training Jun 11, 2018 Cloze Test Document Classification
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 A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery Mar 7, 2023 Clustering Dimensionality Reduction
Code Code Available 5 A Comprehensive Analysis of Adapter Efficiency May 12, 2023 Natural Language Understanding parameter-efficient fine-tuning
Code Code Available 5 