Natural Language Processing

Few-Shot Learning with Siamese Networks and Label Tuning ACL 2022 Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes COLING 2022 Few-shot Named Entity Recognition with Self-describing Networks ACL 2022 Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup EMNLP 2022 Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning COLING 2022 Few-shot Query-Focused Summarization with Prefix-Merging EMNLP 2022 Few-Shot Self-Rationalization with Natural Language Prompts NAACL 2022 Few-Shot Semantic Parsing with Language Models Trained on Code NAACL 2022 Few-shot Subgoal Planning with Language Models NAACL 2022 Few-shot Table-to-text Generation with Prefix-Controlled Generator COLING 2022 Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline COLING 2022 FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering EMNLP 2022 FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated Memes EMNLP 2022 FigurativeQA: A Test Benchmark for Figurativeness Comprehension for Question Answering EMNLP 2022 FilipN@LT-EDI-ACL2022-Detecting signs of Depression from Social Media: Examining the use of summarization methods as data augmentation for text classification ACL 2022 Finding Influential Instances for Distantly Supervised Relation Extraction COLING 2022 Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks EMNLP 2022 Finding Skill Neurons in Pre-trained Transformer-based Language Models EMNLP 2022 Findings of the 2022 Conference on Machine Translation (WMT22) EMNLP 2022 Findings of the CONSTRAINT 2022 Shared Task on Detecting the Hero, the Villain, and the Victim in Memes ACL 2022 Findings of the First WMT Shared Task on Sign Language Translation (WMT-SLT22) EMNLP 2022 Findings of the Shared Task on Detecting Signs of Depression from Social Media ACL 2022 Findings of the Shared Task on Emotion Analysis in Tamil ACL 2022 Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages ACL 2022 Findings of the Shared Task on Multi-task Learning in Dravidian Languages ACL 2022