| Few-Shot Knowledge Graph Completion with Data Fusion and Augmentation | Nov 16, 2021 | Few-Shot LearningKnowledge Graph Completion | —Unverified | 0 |
| Temporal Knowledge-Aware Image Captioning | Nov 16, 2021 | Caption GenerationImage Captioning | —Unverified | 0 |
| There’s a Time and Place for Reasoning Beyond the Image | Nov 16, 2021 | 16kArticles | —Unverified | 0 |
| A Chinese Multi-type Complex Questions Answering Dataset over Wikidata | Nov 11, 2021 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| SocialVec: Social Entity Embeddings | Nov 5, 2021 | Entity EmbeddingsWord Embeddings | CodeCode Available | 0 |
| Integrating Transformers and Knowledge Graphs for Twitter Stance Detection | Nov 1, 2021 | Knowledge GraphsKnowledge Probing | —Unverified | 0 |
| Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models | Nov 1, 2021 | Question AnsweringRelation | CodeCode Available | 1 |
| EventNarrative: A large-scale Event-centric Dataset for Knowledge Graph-to-Text Generation | Oct 30, 2021 | KG-to-Text GenerationKnowledge Graphs | CodeCode Available | 0 |
| Evaluating and Improving Interactions with Hazy Oracles | Oct 19, 2021 | Object TrackingReferring Expression | —Unverified | 0 |
| Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization | Oct 16, 2021 | Abstractive Text SummarizationReinforcement Learning (RL) | —Unverified | 0 |
| Leveraging Knowledge in Multilingual Commonsense Reasoning | Oct 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Retrieval-guided Counterfactual Generation for QA | Oct 14, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| Towards Continual Knowledge Learning of Language Models | Oct 7, 2021 | Continual LearningFact Checking | CodeCode Available | 1 |
| GreaseLM: Graph REASoning Enhanced Language Models | Sep 29, 2021 | Knowledge GraphsMedical Question Answering | —Unverified | 0 |
| Efficient Training and Inference of Hypergraph Reasoning Networks | Sep 29, 2021 | Knowledge GraphsLogical Reasoning | —Unverified | 0 |
| BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief | Sep 29, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Models as Recommender Systems: Evaluations and Limitations | Sep 22, 2021 | Movie RecommendationRecommendation Systems | —Unverified | 0 |
| MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization | Sep 22, 2021 | ArticlesDocument Summarization | CodeCode Available | 0 |
| CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment | Sep 17, 2021 | Natural Language UnderstandingWorld Knowledge | —Unverified | 0 |
| Does Commonsense help in detecting Sarcasm? | Sep 17, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question Answering | Sep 15, 2021 | Image CaptioningKnowledge Graphs | CodeCode Available | 0 |
| Guiding Topic Flows in the Generative Chatbot by Enhancing the ConceptNet with the Conversation Corpora | Sep 12, 2021 | ChatbotWorld Knowledge | —Unverified | 0 |
| KELM: Knowledge Enhanced Pre-Trained Language Representations with Message Passing on Hierarchical Relational Graphs | Sep 9, 2021 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 1 |
| Proto: A Neural Cocktail for Generating Appealing Conversations | Sep 6, 2021 | Natural Language UnderstandingWorld Knowledge | —Unverified | 0 |
| An Empirical Study on Few-shot Knowledge Probing for Pretrained Language Models | Sep 6, 2021 | Knowledge ProbingPrompt Engineering | CodeCode Available | 0 |
| 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 |
| Knowledge Informed Semantic Parsing for Conversational Question Answering | Aug 1, 2021 | Conversational Question AnsweringDecoder | —Unverified | 0 |
| A Long Hard Look at MWEs in the Age of Language Models | Aug 1, 2021 | World Knowledge | —Unverified | 0 |
| ADEPT: An Adjective-Dependent Plausibility Task | Aug 1, 2021 | Common Sense ReasoningNatural Language Understanding | —Unverified | 0 |
| CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet | Aug 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 1 |
| WikiSum: Coherent Summarization Dataset for Efficient Human-Evaluation | Aug 1, 2021 | ArticlesWorld Knowledge | —Unverified | 0 |
| 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 |
| ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation | Jul 5, 2021 | Few-Shot LearningNatural Language Understanding | CodeCode Available | 0 |
| A Joint Training Framework for Open-World Knowledge Graph Embeddings | Jun 22, 2021 | Dialogue GenerationEntity Embeddings | —Unverified | 0 |
| Combining Analogy with Language Models for Knowledge Extraction | Jun 22, 2021 | ArticlesLanguage Modeling | CodeCode Available | 0 |
| A Discriminative Entity-Aware Language Model for Virtual Assistants | Jun 21, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Cross-Network Learning with Partially Aligned Graph Convolutional Networks | Jun 3, 2021 | Knowledge GraphsLink Prediction | —Unverified | 0 |
| Figurative Language in Recognizing Textual Entailment | Jun 2, 2021 | Natural Language InferenceRTE | CodeCode Available | 0 |
| Learning General Event Schemas with Episodic Logic | Jun 1, 2021 | World Knowledge | —Unverified | 0 |
| From compositional semantics to Bayesian pragmatics via logical inference | Jun 1, 2021 | World Knowledge | —Unverified | 0 |
| Worldly Wise (WoW) - Cross-Lingual Knowledge Fusion for Fact-based Visual Spoken-Question Answering | Jun 1, 2021 | Knowledge GraphsQuestion Answering | —Unverified | 0 |
| Differentially Private Federated Knowledge Graphs Embedding | May 17, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models | May 7, 2021 | Coherence EvaluationLanguage Modelling | CodeCode Available | 0 |
| Morph Call: Probing Morphosyntactic Content of Multilingual Transformers | Apr 26, 2021 | Common Sense ReasoningMORPH | CodeCode Available | 0 |
| Finding Motifs in Knowledge Graphs using Compression | Apr 16, 2021 | Knowledge GraphsWorld Knowledge | CodeCode Available | 0 |
| Relational World Knowledge Representation in Contextual Language Models: A Review | Apr 12, 2021 | World Knowledge | —Unverified | 0 |
| 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 |
| What's the best place for an AI conference, Vancouver or ______: Why completing comparative questions is difficult | Apr 5, 2021 | World Knowledge | —Unverified | 0 |