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Text Representation

2246 directly classified papers

Papers per year

Papers

DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations ACL 2021
Relational World Knowledge Representation in Contextual Language Models: A Review EMNLP 2021
A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space ACL 2021
Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes EMNLP 2021
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus EMNLP 2021
Obtaining Better Static Word Embeddings Using Contextual Embedding Models ACL 2021
TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition ACL 2021
ET: A Workstation for Querying, Editing and Evaluating Annotated Corpora EMNLP 2021
Datasets: A Community Library for Natural Language Processing EMNLP 2021
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications EMNLP 2021
Tokenization Repair in the Presence of Spelling Errors EMNLP 2021
Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders EMNLP 2021
Cleaning Dirty Books: Post-OCR Processing for Previously Scanned Texts EMNLP 2021
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders EMNLP 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings EMNLP 2021
A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space EMNLP 2021
IITP-MT at WAT2021: Indic-English Multilingual Neural Machine Translation using Romanized Vocabulary ACL 2021
Entity-Based Semantic Adequacy for Data-to-Text Generation EMNLP 2021
Pairwise Supervised Contrastive Learning of Sentence Representations EMNLP 2021
LightTag: Text Annotation Platform EMNLP 2021
Conditional probing: measuring usable information beyond a baseline EMNLP 2021
Representations for Question Answering from Documents with Tables and Text EACL 2021
Ask2Transformers: Zero-Shot Domain labelling with Pretrained Language Models EACL 2021
Acquiring language from speech by learning to remember and predict CONLL 2020
Representation Learning for Type-Driven Composition CONLL 2020