| Fake News Detection via Knowledge-driven Multimodal Graph Convolutional Networks | Jun 8, 2020 | Fake News DetectionNews Recommendation | —Unverified | 0 |
| Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers | May 24, 2020 | Common Sense ReasoningWorld Knowledge | CodeCode Available | 1 |
| Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks | May 22, 2020 | Fact VerificationQuestion Answering | CodeCode Available | 4 |
| 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 |
| WorldTree V2: A Corpus of Science-Domain Structured Explanations and Inference Patterns supporting Multi-Hop Inference | May 1, 2020 | Question AnsweringWorld Knowledge | —Unverified | 0 |
| 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 |
| Unsupervised Commonsense Question Answering with Self-Talk | Apr 11, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA | Mar 9, 2020 | RelationWorld Knowledge | —Unverified | 0 |
| REALM: Retrieval-Augmented Language Model Pre-Training | Feb 10, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Survey on Knowledge Graphs: Representation, Acquisition and Applications | Feb 2, 2020 | Graph EmbeddingGraph Representation Learning | CodeCode Available | 2 |
| Recommending Themes for Ad Creative Design via Visual-Linguistic Representations | Jan 20, 2020 | Question AnsweringRecommendation Systems | CodeCode Available | 0 |
| Learning Cross-Context Entity Representations from Text | Jan 11, 2020 | Entity LinkingLanguage Modeling | —Unverified | 0 |
| Discoverability in Satellite Imagery: A Good Sentence is Worth a Thousand Pictures | Jan 3, 2020 | Change DetectionDescriptive | —Unverified | 0 |
| Retrieval Augmented Language Model Pre-Training | Jan 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Knowledge Graph Embedding via Graph Attenuated Attention Networks | Dec 31, 2019 | Graph EmbeddingKnowledge Base Completion | —Unverified | 0 |
| Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model | Dec 20, 2019 | Entity TypingLanguage Modeling | —Unverified | 0 |
| Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering | Nov 10, 2019 | graph constructionKnowledge Graphs | —Unverified | 0 |
| How Decoding Strategies Affect the Verifiability of Generated Text | Nov 9, 2019 | Language ModellingNatural Language Understanding | CodeCode Available | 0 |
| TextGraphs 2019 Shared Task on Multi-Hop Inference for Explanation Regeneration | Nov 1, 2019 | Information RetrievalQuestion Answering | —Unverified | 0 |
| Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN) | Nov 1, 2019 | World Knowledge | —Unverified | 0 |
| Extracting Common Inference Patterns from Semi-Structured Explanations | Nov 1, 2019 | World Knowledge | —Unverified | 0 |
| Eigencharacter: An Embedding of Chinese Character Orthography | Nov 1, 2019 | World Knowledge | —Unverified | 0 |
| Bridging the Knowledge Gap: Enhancing Question Answering with World and Domain Knowledge | Oct 16, 2019 | ArticlesQuestion Answering | —Unverified | 0 |
| Efficiently Embedding Dynamic Knowledge Graphs | Oct 15, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| What goes into a word: generating image descriptions with top-down spatial knowledge | Oct 1, 2019 | DecoderLanguage Modeling | —Unverified | 0 |
| Multi-class Multilingual Classification of Wikipedia Articles Using Extended Named Entity Tag Set | Sep 14, 2019 | ArticlesClassification | —Unverified | 0 |
| Improving Neural Question Generation using World Knowledge | Sep 9, 2019 | Question GenerationQuestion-Generation | —Unverified | 0 |
| Rewarding Coreference Resolvers for Being Consistent with World Knowledge | Sep 5, 2019 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Modelling linguistic vagueness and uncertainty in historical texts | Sep 1, 2019 | World Knowledge | —Unverified | 0 |
| Know Your Graph. State-of-the-Art Knowledge-Based WSD | Sep 1, 2019 | Word Sense DisambiguationWorld Knowledge | —Unverified | 0 |
| Improving Neural Story Generation by Targeted Common Sense Grounding | Aug 26, 2019 | Common Sense ReasoningMulti-Task Learning | CodeCode Available | 0 |
| KVQA: Knowledge-Aware Visual Question Answering | Jul 17, 2019 | Knowledge GraphsQuestion Answering | —Unverified | 0 |
| A Working Memory Model for Task-oriented Dialog Response Generation | Jul 1, 2019 | Response GenerationWorld Knowledge | —Unverified | 0 |
| Augmenting Neural Networks with First-order Logic | Jun 14, 2019 | ChunkingNatural Language Inference | CodeCode Available | 0 |
| A Survey of Reinforcement Learning Informed by Natural Language | Jun 10, 2019 | Decision MakingInstruction Following | —Unverified | 0 |
| Explain Yourself! Leveraging Language Models for Commonsense Reasoning | Jun 6, 2019 | Common Sense ReasoningForm | CodeCode Available | 0 |
| A Survey of Natural Language Generation Techniques with a Focus on Dialogue Systems - Past, Present and Future Directions | Jun 2, 2019 | ArticlesText Generation | —Unverified | 0 |
| Verb-Second Effect on Quantifier Scope Interpretation | Jun 1, 2019 | World Knowledge | —Unverified | 0 |
| Enthymemetic Conditionals | Jun 1, 2019 | World Knowledge | —Unverified | 0 |
| Triple2Vec: Learning Triple Embeddings from Knowledge Graphs | May 28, 2019 | ClusteringGraph Embedding | —Unverified | 0 |
| Knowledge Authoring and Question Answering with KALM | May 2, 2019 | Question AnsweringWorld Knowledge | —Unverified | 0 |
| ASER: A Large-scale Eventuality Knowledge Graph | May 1, 2019 | Knowledge GraphsWorld Knowledge | CodeCode Available | 1 |
| Learning to Refer to 3D Objects with Natural Language | May 1, 2019 | ObjectWorld Knowledge | —Unverified | 0 |
| Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension | Apr 21, 2019 | Data AugmentationLanguage Modelling | CodeCode Available | 0 |
| Knowledge-Augmented Language Model and its Application to Unsupervised Named-Entity Recognition | Apr 9, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |