Semantic Analysis

Multi-lingual Discourse Segmentation and Connective Identification: MELODI at Disrpt2021 EMNLP 2021 Multivalent Entailment Graphs for Question Answering EMNLP 2021 Narrative Embedding: Re-Contextualization Through Attention EMNLP 2021 Narrative Theory for Computational Narrative Understanding EMNLP 2021 Negation Scope Resolution for Chinese as a Second Language EACL 2021 Neural Metaphor Detection with Visibility Embeddings ACL 2021 Neural semi-Markov CRF for Monolingual Word Alignment ACL 2021 News Headline Grouping as a Challenging NLU Task NAACL 2021 Non-Complementarity of Information in Word-Embedding and Brain Representations in Distinguishing between Concrete and Abstract Words NAACL 2021 Non-Parametric Few-Shot Learning for Word Sense Disambiguation NAACL 2021 One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets ACL 2021 One SPRING to Rule Them Both: Symmetric AMR Semantic Parsing and Generation without a Complex Pipeline AAAI 2021 On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling EMNLP 2021 On the Cross-lingual Transferability of Contextualized Sense Embeddings EMNLP 2021 On the evolution of syntactic information encoded by BERT’s contextualized representations EACL 2021 Open Intent Extraction from Natural Language Interactions (Extended Abstract) IJCAI 2021 PALI at SemEval-2021 Task 2: Fine-Tune XLM-RoBERTa for Word in Context Disambiguation SemEval 2021 PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World ACL 2021 PolyLM: Learning about Polysemy through Language Modeling EACL 2021 Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction ACL 2021 Pragmatic competence of pre-trained language models through the lens of discourse connectives CoNLL 2021 Predicting pragmatic discourse features in the language of adults with autism spectrum disorder ACL 2021 PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction ACL 2021 Probing for Bridging Inference in Transformer Language Models NAACL 2021 Probing Multilingual Language Models for Discourse ACL 2021