What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions?

Por Miryam de Lhoneux, Sara Stymne, Joakim Nivre
Publicado em 2021-12-01

Semantic Data Set Construction from Human Clustering and Spatial Arrangement

Por Olga Majewska, Diana McCarthy, Jasper J. F. van den Bosch, Nikolaus Kriegeskorte, Ivan Vulić, Anna Korhonen
Publicado em 2021-03-01

Approximating Probabilistic Models as Weighted Finite Automata

Por Ananda Theertha Suresh, Brian Roark, Michael Riley, Vlad Schogol
Publicado em 2021-06-01

RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases

Por DongHyun Choi, Myeong Cheol Shin, EungGyun Kim, Dong Ryeol Shin
Publicado em 2021-07-01

Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity

Por Ivan Vulić, Simon Baker, Edoardo Maria Ponti, Ulla Petti, Ira Leviant, Kelly Wing, Olga Majewska, Eden Bar, Matt Malone, Thierry Poibeau, Roi Reichart, Anna Korhonen
Publicado em 2020-12-01

Kathy McKeown Interviews Bonnie Webber

Por Bonnie Webber
Publicado em 2021-03-01

Analysis and Evaluation of Language Models for Word Sense Disambiguation

Por Daniel Loureiro, Kiamehr Rezaee, Mohammad Taher Pilehvar, Jose Camacho-Collados
Publicado em 2021-07-01

A Graph-Based Framework for Structured Prediction Tasks in Sanskrit

Por Amrith Krishna, Bishal Santra, Ashim Gupta, Pavankumar Satuluri, Pawan Goyal
Publicado em 2021-12-01

Supervised and Unsupervised Neural Approaches to Text Readability

Por Matej Martinc, Senja Pollak, Marko Robnik-Šikonja
Publicado em 2021-03-01

Efficient Outside Computation

Por Daniel Gildea
Publicado em 2021-12-01

Depth-Bounded Statistical PCFG Induction as a Model of Human Grammar Acquisition

Por Lifeng Jin, Lane Schwartz, Finale Doshi-Velez, Timothy Miller, William Schuler
Publicado em 2021-03-01

Universal Dependencies

Por Marie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, Daniel Zeman
Publicado em 2021-07-01

CausaLM: Causal Model Explanation Through Counterfactual Language Models

Por Amir Feder, Nadav Oved, Uri Shalit, Roi Reichart
Publicado em 2021-07-01

Comparing Knowledge-Intensive and Data-Intensive Models for English Resource Semantic Parsing

Por Junjie Cao, Zi Lin, Weiwei Sun, Xiaojun Wan
Publicado em 2021-03-01

Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve

Por Oshin Agarwal, Yinfei Yang, Byron C. Wallace, Ani Nenkova
Publicado em 2021-03-01

Sparse Transcription

Por Steven Bird
Publicado em 2021-12-01

Formal Basis of a Language Universal

Por Miloš Stanojević, Mark Steedman
Publicado em 2021-03-01

Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing

Por Ponti, Edoardo Maria, O’Horan, Helen, Berzak, Yevgeni, Vulić, Ivan, Reichart, Roi, Poibeau, Thierry, Shutova, Ekaterina, Korhonen, Anna
Publicado em 2019-09-01

The Limitations of Stylometry for Detecting Machine-Generated Fake News

Por Schuster, Tal, Schuster, Roei, Shah, Darsh J., Barzilay, Regina
Publicado em 2020-06-01

The Design and Implementation of XiaoIce, an Empathetic Social Chatbot

Por Zhou, Li, Gao, Jianfeng, Li, Di, Shum, Heung-Yeung
Publicado em 2020-03-01