| Retrieval-guided Counterfactual Generation for QA | Oct 14, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| Efficient Training and Inference of Hypergraph Reasoning Networks | Sep 29, 2021 | Knowledge GraphsLogical Reasoning | —Unverified | 0 |
| GreaseLM: Graph REASoning Enhanced Language Models | Sep 29, 2021 | Knowledge GraphsMedical Question Answering | —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 |
| MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization | Sep 22, 2021 | ArticlesDocument Summarization | CodeCode Available | 0 |
| Language Models as Recommender Systems: Evaluations and Limitations | Sep 22, 2021 | Movie RecommendationRecommendation Systems | —Unverified | 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 |
| An Empirical Study on Few-shot Knowledge Probing for Pretrained Language Models | Sep 6, 2021 | Knowledge ProbingPrompt Engineering | CodeCode Available | 0 |
| Proto: A Neural Cocktail for Generating Appealing Conversations | Sep 6, 2021 | Natural Language UnderstandingWorld Knowledge | —Unverified | 0 |
| 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 |
| WikiSum: Coherent Summarization Dataset for Efficient Human-Evaluation | Aug 1, 2021 | ArticlesWorld Knowledge | —Unverified | 0 |
| 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 |
| Combining Analogy with Language Models for Knowledge Extraction | Jun 22, 2021 | ArticlesLanguage Modeling | CodeCode Available | 0 |
| A Joint Training Framework for Open-World Knowledge Graph Embeddings | Jun 22, 2021 | Dialogue GenerationEntity Embeddings | —Unverified | 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 |
| Worldly Wise (WoW) - Cross-Lingual Knowledge Fusion for Fact-based Visual Spoken-Question Answering | Jun 1, 2021 | Knowledge GraphsQuestion Answering | —Unverified | 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 |