Natural Language Processing

Tracking Semantic Shifts in German Court Decisions with Diachronic Word Embeddings EMNLP 2022 Tractable & Coherent Multi-Document Summarization: Discrete Optimization of Multiple Neural Modeling Streams via Integer Linear Programming EMNLP 2022 Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data ACL 2022 Training Dynamics for Text Summarization Models ACL 2022 Training language models to follow instructions with human feedback NeurIPS 2022 Training Language Models with Memory Augmentation EMNLP 2022 Training Mixed-Domain Translation Models via Federated Learning NAACL 2022 Training Naturalized Semantic Parsers with Very Little Data IJCAI 2022 Training Text-to-Text Transformers with Privacy Guarantees ACL 2022 Training Text-to-Text Transformers with Privacy Guarantees NAACL 2022 Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation ICLR 2022 TransAdv: A Translation-based Adversarial Learning Framework for Zero-Resource Cross-Lingual Named Entity Recognition EMNLP 2022 Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling NeurIPS 2022 Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations ICLR 2022 Transfer Learning and Masked Generation for Answer Verbalization NAACL 2022 Transfer learning for multilingual vacancy text generation EMNLP 2022 Transfer Learning from Multi-Lingual Speech Translation Benefits Low-Resource Speech Recognition Interspeech 2022 Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot Querying EMNLP 2022 Transfer Learning Improves French Cross-Domain Dialect Identification: NRC @ VarDial 2022 COLING 2022 Transfer Learning Parallel Metaphor using Bilingual Embeddings EMNLP 2022 Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning EMNLP 2022 Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing COLING 2022 Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection AACL 2022 Transformer-based Architecture for Empathy Prediction and Emotion Classification ACL 2022 Transformer Language Models without Positional Encodings Still Learn Positional Information EMNLP 2022