Natural Language Understanding

Learning to Follow Instructions in Text-Based Games NeurIPS 2022 Leveraging World Knowledge in Implicit Hate Speech Detection EMNLP 2022 Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes EMNLP 2022 Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction EMNLP 2022 LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems AAAI 2022 Measuring and Reducing Model Update Regression in Structured Prediction for NLP NeurIPS 2022 Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals ACL 2022 MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning ACL 2022 Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages ACL 2022 Minimally-Supervised Joint Learning of Event Volitionality and Subject Animacy Classification AAAI 2022 Modeling Constraints Can Identify Winning Arguments in Multi-Party Interactions (Student Abstract) AAAI 2022 Multitasking Framework for Unsupervised Simple Definition Generation ACL 2022 NADI 2022: The Third Nuanced Arabic Dialect Identification Shared Task EMNLP 2022 Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs EMNLP 2022 Numerical Correlation in Text EMNLP 2022 On joint training with interfaces for spoken language understanding Interspeech 2022 Optimizing Naive Bayes for Arabic Dialect Identification EMNLP 2022 Parameter-Efficient Tuning Makes a Good Classification Head EMNLP 2022 POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events EMNLP 2022 Predicate-Argument Based Bi-Encoder for Paraphrase Identification ACL 2022 Predicting Above-Sentence Discourse Structure Using Distant Supervision from Topic Segmentation AAAI 2022 Pre-trained language models evaluating themselves - A comparative study ACL 2022 Probing Script Knowledge from Pre-Trained Models EMNLP 2022 PRO-CS : An Instance-Based Prompt Composition Technique for Code-Switched Tasks EMNLP 2022 QAConv: Question Answering on Informative Conversations ACL 2022