Text Representation

Using Collostructional Analysis to evaluate BERT’s representation of linguistic constructions ACL 2023 ViLEM: Visual-Language Error Modeling for Image-Text Retrieval CVPR 2023 What changes when you randomly choose BPE merge operations? Not much. EACL 2023 WhitenedCSE: Whitening-based Contrastive Learning of Sentence Embeddings ACL 2023 You Are What You Annotate: Towards Better Models through Annotator Representations EMNLP 2023 A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space ACL 2022 A Decade of Knowledge Graphs in Natural Language Processing: A Survey AACL 2022 A Dynamic, Interpreted CheckList for Meaning-oriented NLG Metric Evaluation – through the Lens of Semantic Similarity Rating NAACL 2022 A global analysis of metrics used for measuring performance in natural language processing ACL 2022 A Japanese Masked Language Model for Academic Domain COLING 2022 Algorithms for Acyclic Weighted Finite-State Automata with Failure Arcs EMNLP 2022 Aligning Multilingual Embeddings for Improved Code-switched Natural Language Understanding COLING 2022 Aligning Word Vectors on Low-Resource Languages with Wiktionary COLING 2022 ALLURE: A Multi-Modal Guided Environment for Helping Children Learn to Solve a Rubik’s Cube with Automatic Solving and Interactive Explanations AAAI 2022 AMEX AI Labs at SemEval-2022 Task 10: Contextualized fine-tuning of BERT for Structured Sentiment Analysis SemEval 2022 Analysis of Gender Bias in Social Perception and Judgement Using Chinese Word Embeddings NAACL 2022 An Analysis of Acknowledgments in NLP Conference Proceedings EMNLP 2022 An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers ACL 2022 An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks EMNLP 2022 An Empirical Study on the Fairness of Pre-trained Word Embeddings NAACL 2022 A Neural Model for Compositional Word Embeddings and Sentence Processing ACL 2022 AnnIE: An Annotation Platform for Constructing Complete Open Information Extraction Benchmark ACL 2022 A Robustly Optimized BMRC for Aspect Sentiment Triplet Extraction NAACL 2022 A Simple yet Effective Learnable Positional Encoding Method for Improving Document Transformer Model AACL 2022 Augmentation of Chinese Character Representations with Compositional Graph Learning (Student Abstract) AAAI 2022