Resources & Methods

Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning EMNLP 2022 Impacts of Low Socio-economic Status on Educational Outcomes: A Narrative Based Analysis EMNLP 2022 Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning EMNLP 2022 Improving Bilingual Lexicon Induction with Cross-Encoder Reranking EMNLP 2022 Improving Contextual Representation with Gloss Regularized Pre-training NAACL 2022 Improving Embeddings Representations for Comparing Higher Education Curricula: A Use Case in Computing EMNLP 2022 Improving English-Arabic Transliteration with Phonemic Memories EMNLP 2022 Improving In-Context Few-Shot Learning via Self-Supervised Training NAACL 2022 Improving Jejueo-Korean Translation With Cross-Lingual Pretraining Using Japanese and Korean COLING 2022 Improving Low-Resource Languages in Pre-Trained Multilingual Language Models EMNLP 2022 Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model ACL 2022 Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking ACL 2022 Improving Robustness of Language Models from a Geometry-aware Perspective ACL 2022 Improving Romanian BioNER Using a Biologically Inspired System ACL 2022 Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models EMNLP 2022 Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change EMNLP 2022 Improving Word Translation via Two-Stage Contrastive Learning ACL 2022 Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level Noise ACL 2022 Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022 Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost ACL 2022 Including Signed Languages in Natural Language Processing (Extended Abstract) IJCAI 2022 IndicBART: A Pre-trained Model for Indic Natural Language Generation ACL 2022 IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages EMNLP 2022 IndicXNLI: Evaluating Multilingual Inference for Indian Languages EMNLP 2022 Indigenous Language Revitalization and the Dilemma of Gender Bias NAACL 2022