Natural Language Processing

SpanNER: Named Entity Re-/Recognition as Span Prediction ACL 2021 Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing EMNLP 2021 SPARQLing Database Queries from Intermediate Question Decompositions EMNLP 2021 Sparse Attention with Linear Units EMNLP 2021 Sparse is Enough in Scaling Transformers NeurIPS 2021 Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems EMNLP 2021 SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval NAACL 2021 Spartans@LT-EDI-EACL2021: Inclusive Speech Detection using Pretrained Language Models EACL 2021 SPARTQA: A Textual Question Answering Benchmark for Spatial Reasoning NAACL 2021 SPaR.txt, a Cheap Shallow Parsing Approach for Regulatory Texts EMNLP 2021 Specializing Multilingual Language Models: An Empirical Study EMNLP 2021 SpecRec: An Alternative Solution for Improving End-to-End Speech-to-Text Translation via Spectrogram Reconstruction Interspeech 2021 SPECTRA: Sparse Structured Text Rationalization EMNLP 2021 Speech Emotion Recognition Based on Attention Weight Correction Using Word-Level Confidence Measure Interspeech 2021 Speechformer: Reducing Information Loss in Direct Speech Translation EMNLP 2021 Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis EMNLP 2021 Spellchecking for Children in Web Search: a Natural Language Interface Case-study EACL 2021 Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks NAACL 2021 SpreadsheetCoder: Formula Prediction from Semi-structured Context ICML 2021 SPRING Goes Online: End-to-End AMR Parsing and Generation EMNLP 2021 Spurious Correlations in Cross-Topic Argument Mining ACL 2021 SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning NeurIPS 2021 SRPOL DIALOGUE SYSTEMS at SemEval-2021 Task 5: Automatic Generation of Training Data for Toxic Spans Detection SemEval 2021 ssn_diBERTsity@LT-EDI-EACL2021:Hope Speech Detection on multilingual YouTube comments via transformer based approach EACL 2021 Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders ACL 2021