| 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 |
| 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 |
| What's the best place for an AI conference, Vancouver or ______: Why completing comparative questions is difficult | Apr 5, 2021 | World Knowledge | —Unverified | 0 |
| CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge | Mar 3, 2021 | World Knowledge | —Unverified | 0 |
| Reasoning Over Virtual Knowledge Bases With Open Predicate Relations | Feb 14, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs | Feb 5, 2021 | Knowledge GraphsLink Prediction | —Unverified | 0 |
| Focusing Knowledge-based Graph Argument Mining via Topic Modeling | Feb 3, 2021 | Argument MiningArticles | —Unverified | 0 |
| Knowledge Generation -- Variational Bayes on Knowledge Graphs | Jan 21, 2021 | DecoderGraph Matching | CodeCode Available | 0 |
| How Multipurpose Are Language Models? | Jan 1, 2021 | Elementary MathematicsWorld Knowledge | —Unverified | 0 |
| Towards Machine Ethics with Language Models | Jan 1, 2021 | EthicsWorld Knowledge | —Unverified | 0 |
| My Teacher Thinks The World Is Flat! Interpreting Automatic Essay Scoring Mechanism | Dec 27, 2020 | Common Sense ReasoningNatural Language Understanding | CodeCode Available | 0 |
| REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement | Dec 24, 2020 | Question AnsweringWorld Knowledge | —Unverified | 0 |
| T-GAP: Learning to Walk across Time for Temporal Knowledge Graph Completion | Dec 19, 2020 | DecoderKnowledge Graph Completion | —Unverified | 0 |
| On-Device Tag Generation for Unstructured Text | Dec 5, 2020 | FormTAG | —Unverified | 0 |
| TextGraphs 2020 Shared Task on Multi-Hop Inference for Explanation Regeneration | Dec 1, 2020 | World Knowledge | —Unverified | 0 |
| TR at SemEval-2020 Task 4: Exploring the Limits of Language-model-based Common Sense Validation | Dec 1, 2020 | Common Sense ReasoningGraph Embedding | —Unverified | 0 |
| Integrating knowledge graph embeddings to improve mention representation for bridging anaphora resolution | Dec 1, 2020 | Bridging Anaphora ResolutionKnowledge Graph Embeddings | —Unverified | 0 |
| Relation Specific Transformations for Open World Knowledge Graph Completion | Dec 1, 2020 | Knowledge Graph CompletionLink Prediction | CodeCode Available | 0 |
| IIITG-ADBU at SemEval-2020 Task 12: Comparison of BERT and BiLSTM in Detecting Offensive Language | Dec 1, 2020 | Language IdentificationWorld Knowledge | —Unverified | 0 |
| Geo-Aware Image Caption Generation | Dec 1, 2020 | Caption GenerationImage Captioning | —Unverified | 0 |
| Parsing Indian English News Headlines | Dec 1, 2020 | Emotion ClassificationWorld Knowledge | —Unverified | 0 |
| Would you describe a leopard as yellow? Evaluating crowd-annotations with justified and informative disagreement | Dec 1, 2020 | Diagnosticvalid | —Unverified | 0 |
| Intrinsic Knowledge Evaluation on Chinese Language Models | Nov 29, 2020 | World Knowledge | CodeCode Available | 0 |