| KELM: Knowledge Enhanced Pre-Trained Language Representations with Message Passing on Hierarchical Relational Graphs | Sep 9, 2021 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 1 |
| Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization | Aug 30, 2021 | Abstractive Text SummarizationReinforcement Learning (RL) | CodeCode Available | 1 |
| HeadlineCause: A Dataset of News Headlines for Detecting Causalities | Aug 28, 2021 | Commonsense Causal ReasoningCommon Sense Reasoning | CodeCode Available | 1 |
| CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet | Aug 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 1 |
| Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills | Jul 15, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| VidLanKD: Improving Language Understanding via Video-Distilled Knowledge Transfer | Jul 6, 2021 | Image RetrievalKnowledge Distillation | CodeCode Available | 1 |
| Differentially Private Federated Knowledge Graphs Embedding | May 17, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge | Apr 6, 2021 | Common Sense ReasoningWorld Knowledge | CodeCode Available | 1 |
| Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs | Mar 5, 2021 | Inductive Link PredictionKnowledge Graphs | CodeCode Available | 1 |
| Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in Language | Mar 1, 2021 | SentenceWorld Knowledge | CodeCode Available | 1 |
| Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition | Oct 8, 2020 | Question AnsweringWorld Knowledge | CodeCode Available | 1 |
| Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion | Oct 7, 2020 | Knowledge Graph CompletionLink Prediction | CodeCode Available | 1 |
| Pretrained Language Model Embryology: The Birth of ALBERT | Oct 6, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Paragraph-level Commonsense Transformers with Recurrent Memory | Oct 4, 2020 | SentenceWorld Knowledge | CodeCode Available | 1 |
| LowFER: Low-rank Bilinear Pooling for Link Prediction | Aug 25, 2020 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries | Aug 20, 2020 | World Knowledge | CodeCode Available | 1 |
| Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge | Jun 11, 2020 | World Knowledge | CodeCode Available | 1 |
| Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers | May 24, 2020 | Common Sense ReasoningWorld Knowledge | CodeCode Available | 1 |
| Stance Prediction and Claim Verification: An Arabic Perspective | May 21, 2020 | Claim VerificationNatural Language Inference | CodeCode Available | 1 |
| SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching | May 11, 2020 | End-To-End Dialogue ModellingFew-Shot Learning | CodeCode Available | 1 |
| Teaching Machine Comprehension with Compositional Explanations | May 2, 2020 | Data AugmentationMachine Reading Comprehension | CodeCode Available | 1 |
| XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning | May 1, 2020 | Cross-Lingual TransferTranslation | CodeCode Available | 1 |
| R^3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge | Apr 28, 2020 | Scene Text DetectionSentence | CodeCode Available | 1 |
| Transform and Tell: Entity-Aware News Image Captioning | Apr 17, 2020 | ArticlesImage Captioning | CodeCode Available | 1 |
| Explaining Question Answering Models through Text Generation | Apr 12, 2020 | Question AnsweringText Generation | CodeCode Available | 1 |
