End-to-End Slot Alignment and Recognition for Cross-Lingual NLU Apr 29, 2020 Cross-Lingual Transfer Goal-Oriented Dialog
Code Code Available Benchmarking Robustness of Machine Reading Comprehension Models Apr 29, 2020 Benchmarking Machine Reading Comprehension
Code Code Available Dual Learning for Semi-Supervised Natural Language Understanding Apr 26, 2020 Natural Language Understanding Sentence
Code Code Available Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order Apr 24, 2020 Language Modeling Language Modelling
Code Code Available TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue Apr 15, 2020 Dialogue State Tracking Intent Detection
Code Code Available PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation Apr 14, 2020 Abstractive Text Summarization Conversational Response Generation
Code Code Available Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus Apr 14, 2020 Natural Language Understanding Semantic Role Labeling
Code Code Available Unsupervised Commonsense Question Answering with Self-Talk Apr 11, 2020 Language Modeling Language Modelling
Code Code Available KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding Apr 7, 2020 Natural Language Inference Natural Language Understanding
Code Code Available Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition Apr 7, 2020 Diagnostic Implicatures
Code Code Available XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation Apr 3, 2020 Natural Language Understanding XLM-R
Code Code Available Sum-product networks: A survey Apr 2, 2020 Natural Language Understanding Survey
Code Code Available ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators Mar 23, 2020 GPU Language Modeling
Code Code Available Zero-Shot Cross-Lingual Transfer with Meta Learning Mar 5, 2020 Cross-Lingual Transfer Few-Shot NLI
Code Code Available UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training Feb 28, 2020 Abstractive Text Summarization Decoder
Code Code Available A Toolkit for Generating Code Knowledge Graphs Feb 21, 2020 Code Search Image Classification
Code Code Available Incorporating BERT into Neural Machine Translation Feb 17, 2020 Decoder Machine Translation
Code Code Available PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination Jan 24, 2020 General Classification Natural Language Understanding
Code Code Available Graph Constrained Reinforcement Learning for Natural Language Action Spaces Jan 23, 2020 Action Generation Natural Language Understanding
Code Code Available Stacked DeBERT: All Attention in Incomplete Data for Text Classification Jan 1, 2020 All Chatbot
Code Code Available PIQA: Reasoning about Physical Commonsense in Natural Language Nov 26, 2019 Articles Common Sense Reasoning
Code Code Available An Annotated Corpus of Reference Resolution for Interpreting Common Grounding Nov 18, 2019 Coreference Resolution Goal-Oriented Dialog
Code Code Available SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization Nov 8, 2019 Linguistic Acceptability Natural Language Inference
Code Code Available FreeLB: Enhanced Adversarial Training for Natural Language Understanding Sep 25, 2019 ARC Natural Language Understanding
Code Code Available Out-of-domain Detection for Natural Language Understanding in Dialog Systems Sep 9, 2019 Generative Adversarial Network Natural Language Understanding
Code Code Available CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Aug 16, 2019 Diagnostic Graph Neural Network
Code Code Available Leveraging Pre-trained Checkpoints for Sequence Generation Tasks Jul 29, 2019 Decoder Machine Translation
Code Code Available Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning Jul 11, 2019 Natural Language Understanding reinforcement-learning
Code Code Available 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 Attention Is (not) All You Need for Commonsense Reasoning May 31, 2019 All Coreference Resolution
Code Code Available A Surprisingly Robust Trick for Winograd Schema Challenge May 15, 2019 Common Sense Reasoning Coreference Resolution
Code Code Available Dual Supervised Learning for Natural Language Understanding and Generation May 15, 2019 Natural Language Understanding Text Generation
Code Code Available Benchmarking Natural Language Understanding Services for building Conversational Agents Mar 13, 2019 Benchmarking General Classification
Code Code Available BERT for Joint Intent Classification and Slot Filling Feb 28, 2019 General Classification intent-classification
Code Code Available A Comprehensive Survey on Graph Neural Networks Jan 3, 2019 BIG-bench Machine Learning image-classification
Code Code Available Jack the Reader - A Machine Reading Framework Jun 20, 2018 Articles Link Prediction
Code Code Available Improving Language Understanding by Generative Pre-Training Jun 11, 2018 Cloze Test Document Classification
Code Code Available Know What You Don't Know: Unanswerable Questions for SQuAD Jun 11, 2018 Natural Language Understanding Question Answering
Code Code Available Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces May 25, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Apr 20, 2018 Diagnostic Natural Language Inference
Code Code Available AllenNLP: A Deep Semantic Natural Language Processing Platform Mar 20, 2018 Natural Language Understanding Reading Comprehension
Code Code Available Evaluating Scoped Meaning Representations Feb 23, 2018 Natural Language Understanding Negation
Code Code Available Whodunnit? Crime Drama as a Case for Natural Language Understanding Oct 31, 2017 Natural Language Understanding
Code Code Available State and Memory is All You Need for Robust and Reliable AI Agents Jun 30, 2025 All Benchmarking
— Unverified skLEP: A Slovak General Language Understanding Benchmark Jun 26, 2025 Natural Language Understanding Sentence
Code Code Available SV-LLM: An Agentic Approach for SoC Security Verification using Large Language Models Jun 25, 2025 Code Generation In-Context Learning
— Unverified Semantic similarity estimation for domain specific data using BERT and other techniques Jun 23, 2025 Information Retrieval Machine Translation
— Unverified An Interdisciplinary Review of Commonsense Reasoning and Intent Detection Jun 16, 2025 Intent Detection Natural Language Understanding
— Unverified Towards Pervasive Distributed Agentic Generative AI -- A State of The Art Jun 16, 2025 Natural Language Understanding Survey
— Unverified Motion-R1: Chain-of-Thought Reasoning and Reinforcement Learning for Human Motion Generation Jun 12, 2025 Language Modeling Language Modelling
— Unverified 