| Combo of Thinking and Observing for Outside-Knowledge VQA | May 10, 2023 | DecoderQuestion Answering | CodeCode Available | 1 |
| Chain-of-Skills: A Configurable Model for Open-domain Question Answering | May 4, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives | May 3, 2023 | Knowledge GraphsWorld Knowledge | CodeCode Available | 1 |
| Is ChatGPT a Good Recommender? A Preliminary Study | Apr 20, 2023 | Recommendation SystemsWorld Knowledge | CodeCode Available | 1 |
| OpenMix: Exploring Outlier Samples for Misclassification Detection | Mar 30, 2023 | World Knowledge | CodeCode Available | 1 |
| See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning | Jan 12, 2023 | Few-Shot LearningImage Captioning | CodeCode Available | 1 |
| When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories | Dec 20, 2022 | Knowledge ProbingMemorization | CodeCode Available | 1 |
| Counterfactual reasoning: Do language models need world knowledge for causal understanding? | Dec 6, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors | Nov 20, 2022 | Model EditingWorld Knowledge | CodeCode Available | 1 |
| PromptCap: Prompt-Guided Task-Aware Image Captioning | Nov 15, 2022 | Image CaptioningLanguage Modelling | CodeCode Available | 1 |
| ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation Metrics | Oct 27, 2022 | Machine TranslationTranslation | CodeCode Available | 1 |
| Lbl2Vec: An Embedding-Based Approach for Unsupervised Document Retrieval on Predefined Topics | Oct 12, 2022 | Document ClassificationRetrieval | CodeCode Available | 1 |
| A Unified Encoder-Decoder Framework with Entity Memory | Oct 7, 2022 | DecoderQuestion Answering | CodeCode Available | 1 |
| MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction | Sep 30, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Zero-Shot Video Captioning with Evolving Pseudo-Tokens | Jul 22, 2022 | Image CaptioningImage-text matching | CodeCode Available | 1 |
| The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings | Jul 13, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge | Jun 3, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| Visual Commonsense in Pretrained Unimodal and Multimodal Models | May 4, 2022 | AttributeVisual Commonsense Tests | CodeCode Available | 1 |
| Knowledge Graph Contrastive Learning for Recommendation | May 2, 2022 | Contrastive LearningGeneral Knowledge | CodeCode Available | 1 |
| Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation | Apr 6, 2022 | Domain GeneralizationHallucination | CodeCode Available | 1 |
| Iteratively Prompt Pre-trained Language Models for Chain of Thought | Mar 16, 2022 | World Knowledge | CodeCode Available | 1 |
| There is a Time and Place for Reasoning Beyond the Image | Mar 1, 2022 | 16kArticles | CodeCode Available | 1 |
| Quantifying Adaptability in Pre-trained Language Models with 500 Tasks | Dec 6, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models | Nov 1, 2021 | Question AnsweringRelation | CodeCode Available | 1 |
| Towards Continual Knowledge Learning of Language Models | Oct 7, 2021 | Continual LearningFact Checking | CodeCode Available | 1 |
| 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 |
