Multilingual NLP

Distilling Multilingual Transformers into CNNs for Scalable Intent Classification EMNLP 2022 DOCmT5: Document-Level Pretraining of Multilingual Language Models NAACL 2022 Does Corpus Quality Really Matter for Low-Resource Languages? EMNLP 2022 Does Summary Evaluation Survive Translation to Other Languages? NAACL 2022 Don’t Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models EMNLP 2022 DRS Parsing as Sequence Labeling NAACL 2022 DS4DH at SemEval-2022 Task 11: Multilingual Named Entity Recognition Using an Ensemble of Transformer-based Language Models SemEval 2022 DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022 Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition NAACL 2022 EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation ACL 2022 Emoji Sentiment Roles for Sentiment Analysis: A Case Study in Arabic Texts EMNLP 2022 End-to-end Multilingual Coreference Resolution with Mention Head Prediction COLING 2022 English-Malay Word Embeddings Alignment for Cross-lingual Emotion Classification with Hierarchical Attention Network ACL 2022 Enhancing Cross-lingual Transfer by Manifold Mixup ICLR 2022 Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0 ACL 2022 EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching EMNLP 2022 Entity Retrieval from Multilingual Knowledge Graphs EMNLP 2022 eTranslation’s Submissions to the WMT22 General Machine Translation Task EMNLP 2022 Evaluating Content Features and Classification Methods for Helpfulness Prediction of Online Reviews: Establishing a Benchmark for Portuguese ACL 2022 Evaluating zero-shot transfers and multilingual models for dependency parsing and POS tagging within the low-resource language family Tupían ACL 2022 EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification NAACL 2022 Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation ACL 2022 Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions EMNLP 2022 Exploring and Adapting Chinese GPT to Pinyin Input Method ACL 2022 Exploring a POS-based Two-stage Approach for Improving Low-Resource AMR-to-Text Generation EMNLP 2022