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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

BERTMap: A BERT-Based Ontology Alignment System AAAI 2022 BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation EMNLP 2022 BERTSeg: BERT Based Unsupervised Subword Segmentation for Neural Machine Translation AACL 2022 BERT-Sort: A Zero-shot MLM Semantic Encoder on Ordinal Features for AutoML AutoML 2022 Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources EMNLP 2022 Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence NAACL 2022 Beyond Static models and test sets: Benchmarking the potential of pre-trained models across tasks and languages ACL 2022 Bias at a Second Glance: A Deep Dive into Bias for German Educational Peer-Review Data Modeling COLING 2022 BigBio: A Framework for Data-Centric Biomedical Natural Language Processing NeurIPS 2022 Bilingual alignment transfers to multilingual alignment for unsupervised parallel text mining ACL 2022 Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport EMNLP 2022 Bilingual Tabular Inference: A Case Study on Indic Languages NAACL 2022 BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model ACL 2022 BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022 BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022 BiRdQA: A Bilingual Dataset for Question Answering on Tricky Riddles AAAI 2022 bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments ACL 2022 Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream Tasks EMNLP 2022 Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation COLING 2022 Bootstrapping a high quality multilingual multimodal dataset for Bletchley ACML 2022 BOS at LSCDiscovery: Lexical Substitution for Interpretable Lexical Semantic Change Detection ACL 2022 BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages ACL 2022 BRCC and SentiBahasaRojak: The First Bahasa Rojak Corpus for Pretraining and Sentiment Analysis Dataset COLING 2022 Breaking Down Multilingual Machine Translation ACL 2022 Breaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence Modeling EMNLP 2022