| 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 |
