Zero-Shot Cross-Lingual Transfer with Meta Learning Mar 5, 2020 Cross-Lingual Transfer Few-Shot NLI
Code Code Available PhoBERT: Pre-trained language models for Vietnamese Mar 2, 2020 Dependency Parsing named-entity-recognition
Code Code Available Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation Feb 24, 2020 Natural Language Inference text-classification
Code Code Available From English To Foreign Languages: Transferring Pre-trained Language Models Feb 18, 2020 Dependency Parsing GPU
Code Code Available Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference Feb 12, 2020 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Adversarial Filters of Dataset Biases Feb 10, 2020 Natural Language Inference
Code Code Available Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Jan 21, 2020 Few-Shot Text Classification General Classification
Code Code Available Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization Nov 20, 2019 Domain Generalization Natural Language Inference
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 BERTs of a feather do not generalize together: Large variability in generalization across models with similar test set performance Nov 7, 2019 Natural Language Inference
Code Code Available ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations Nov 2, 2019 Chinese Named Entity Recognition Chinese Word Segmentation
Code Code Available BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension Oct 29, 2019 Abstractive Text Summarization Decoder
Code Code Available Evaluating the Factual Consistency of Abstractive Text Summarization Oct 28, 2019 Abstractive Text Summarization Fact Checking
Code Code Available Q8BERT: Quantized 8Bit BERT Oct 14, 2019 Linguistic Acceptability Natural Language Inference
Code Code Available DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Oct 2, 2019 Hate Speech Detection Knowledge Distillation
Code Code Available Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases Sep 9, 2019 Natural Language Inference Question Answering
Code Code Available Supervised Multimodal Bitransformers for Classifying Images and Text Sep 6, 2019 General Classification Natural Language Inference
Code Code Available KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Sep 4, 2019 Common Sense Reasoning Knowledge Base Question Answering
Code Code Available Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds Aug 29, 2019 Natural Language Inference Sentiment Analysis
Code Code Available Overview of the MEDIQA 2019 Shared Task on Textual Inference, Question Entailment and Question Answering Aug 1, 2019 Information Retrieval Natural Language Inference
Code Code Available Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment Jul 27, 2019 Adversarial Text General Classification
Code Code Available RoBERTa: A Robustly Optimized BERT Pretraining Approach Jul 26, 2019 Common Sense Reasoning Document Image Classification
Code Code Available XLNet: Generalized Autoregressive Pretraining for Language Understanding Jun 19, 2019 Audio Question Answering Chinese Reading Comprehension
Code Code Available Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Jun 13, 2019 Benchmarking Document Classification
Code Code Available A Surprisingly Robust Trick for Winograd Schema Challenge May 15, 2019 Common Sense Reasoning Coreference Resolution
Code Code Available Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Apr 19, 2019 Cross-Lingual NER Cross-Lingual Transfer
Code Code Available Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference Feb 4, 2019 Natural Language Inference Sentence
Code Code Available Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond Dec 26, 2018 Cross-Lingual Bitext Mining Cross-Lingual Document Classification
Code Code Available e-SNLI: Natural Language Inference with Natural Language Explanations Dec 4, 2018 Natural Language Inference Sentence
Code Code Available Transforming Question Answering Datasets Into Natural Language Inference Datasets Sep 9, 2018 Natural Language Inference Question Answering
Code Code Available Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding Aug 22, 2018 Natural Language Inference Sentence
Code Code Available The Natural Language Decathlon: Multitask Learning as Question Answering Jun 20, 2018 Decoder Domain Adaptation
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 On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference Apr 25, 2018 Machine Translation Natural Language Inference
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 SentEval: An Evaluation Toolkit for Universal Sentence Representations Mar 14, 2018 General Classification Multi-class Classification
Code Code Available Deep contextualized word representations Feb 15, 2018 Citation Intent Classification Conversational Response Selection
Code Code Available LangPro: Natural Language Theorem Prover Aug 30, 2017 Automated Theorem Proving Natural Language Inference
Code Code Available Supervised Learning of Universal Sentence Representations from Natural Language Inference Data May 5, 2017 Cross-Lingual Natural Language Inference Natural Language Inference
Code Code Available A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Apr 18, 2017 BIG-bench Machine Learning Domain Adaptation
Code Code Available A Structured Self-attentive Sentence Embedding Mar 9, 2017 Author Profiling General Classification
Code Code Available NewsQA: A Machine Comprehension Dataset Nov 29, 2016 Articles Natural Language Inference
Code Code Available Enhanced LSTM for Natural Language Inference Sep 20, 2016 Natural Language Inference
Code Code Available A Decomposable Attention Model for Natural Language Inference Jun 6, 2016 model Natural Language Inference
Code Code Available Order-Embeddings of Images and Language Nov 19, 2015 Cross-Modal Retrieval Image Captioning
Code Code Available A large annotated corpus for learning natural language inference Aug 21, 2015 Image Captioning Natural Language Inference
Code Code Available LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Jul 15, 2025 Language Modeling Language Modelling
— Unverified DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification Jul 8, 2025 ARC Arithmetic Reasoning
Code Code Available ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation Jun 27, 2025 Large Language Model Natural Language Inference
— Unverified 