Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning Oct 26, 2022 Language Modeling Language Modelling
Code Code Available 5 CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation Sep 13, 2021 Decoder Denoising
Code Code Available 5 Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus Apr 14, 2020 Natural Language Understanding Semantic Role Labeling
Code Code Available 5 CalBERT - Code-mixed Adaptive Language representations using BERT Apr 14, 2022 Natural Language Understanding Sentiment Analysis
Code Code Available 5 Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition Apr 7, 2020 Diagnostic Implicatures
Code Code Available 5 Call for Papers -- The BabyLM Challenge: Sample-efficient pretraining on a developmentally plausible corpus Jan 27, 2023 Language Acquisition Language Modeling
Code Code Available 5 Infusing Finetuning with Semantic Dependencies Dec 10, 2020 Natural Language Understanding
Code Code Available 5 CTRAN: CNN-Transformer-based Network for Natural Language Understanding Mar 19, 2023 Decoder Intent Detection
Code Code Available 5 C-STS: Conditional Semantic Textual Similarity May 24, 2023 Information Retrieval Language Model Evaluation
Code Code Available 5 CSKG: The CommonSense Knowledge Graph Dec 21, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available 5 Jack the Reader - A Machine Reading Framework Jun 20, 2018 Articles Link Prediction
Code Code Available 5 KLEJ: Comprehensive Benchmark for Polish Language Understanding May 1, 2020 named-entity-recognition Named Entity Recognition
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 Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective Feb 16, 2022 Fact Verification Natural Language Inference
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 Debiasing Methods in Natural Language Understanding Make Bias More Accessible Sep 9, 2021 Language Modeling Language Modelling
Code Code Available 5 CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Aug 16, 2019 Diagnostic Graph Neural Network
Code Code Available 5 Incorporating BERT into Parallel Sequence Decoding with Adapters Oct 13, 2020 Machine Translation Natural Language Understanding
Code Code Available 5 Increasing Model Capacity for Free: A Simple Strategy for Parameter Efficient Fine-tuning Jul 1, 2024 image-classification Image Classification
Code Code Available 5 Improving Language Understanding by Generative Pre-Training Jun 11, 2018 Cloze Test Document Classification
Code Code Available 5 InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning May 25, 2022 Dialogue Evaluation Dialogue Generation
Code Code Available 5 A Comprehensive Analysis of Adapter Efficiency May 12, 2023 Natural Language Understanding parameter-efficient fine-tuning
Code Code Available 5 BERT for Joint Intent Classification and Slot Filling Feb 28, 2019 General Classification intent-classification
Code Code Available 5 MC-BERT: Efficient Language Pre-Training via a Meta Controller Jun 10, 2020 Binary Classification Cloze Test
Code Code Available 5 MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining Dec 27, 2020 Mortality Prediction 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 Incorporating BERT into Neural Machine Translation Feb 17, 2020 Decoder Machine Translation
Code Code Available 5 DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Sep 28, 2020 Domain Adaptation Multi-domain Dialogue State Tracking
Code Code Available 5 IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian languages Aug 24, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 HyperMixer: An MLP-based Low Cost Alternative to Transformers Mar 7, 2022 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 Causality-aware Concept Extraction based on Knowledge-guided Prompting May 3, 2023 Knowledge Graphs 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 MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning Feb 27, 2024 Diversity 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 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 MultiWOZ 2.3: A multi-domain task-oriented dialogue dataset enhanced with annotation corrections and co-reference annotation Oct 12, 2020 Dialogue State Tracking Natural Language Understanding
Code Code Available 5 Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning Sep 19, 2023 Instruction Following Language Modeling
Code Code Available 5 How to Select One Among All? An Extensive Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding Sep 13, 2021 Adversarial Robustness All
Code Code Available 5 NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue Apr 27, 2022 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 DroidCall: A Dataset for LLM-powered Android Intent Invocation Nov 30, 2024 Natural Language Understanding
Code Code Available 5 A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation Sep 29, 2020 Data Augmentation Machine Translation
Code Code Available 5 Dual Learning for Semi-Supervised Natural Language Understanding Apr 26, 2020 Natural Language Understanding Sentence
Code Code Available 5 DVMNet++: Rethinking Relative Pose Estimation for Unseen Objects Mar 20, 2024 Natural Language Understanding Object
Code Code Available 5 Imagination-Augmented Natural Language Understanding Apr 18, 2022 Natural Language Understanding
Code Code Available 5 ChatLog: Carefully Evaluating the Evolution of ChatGPT Across Time Apr 27, 2023 Natural Language Understanding
Code Code Available 5 ALBETO and DistilBETO: Lightweight Spanish Language Models Apr 19, 2022 Natural Language Understanding NER
Code Code Available 5 Benchmarking Natural Language Understanding Services for building Conversational Agents Mar 13, 2019 Benchmarking General Classification
Code Code Available 5 Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset Nov 9, 2023 Math Natural Language Understanding
Code Code Available 5 