output
19952025
most citedUnsupervised Word and Dependency Path Embeddings for Aspect Term Extraction

62 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2022 · cs.CLShow all

5 papers · 2 filters

cs.CL2022★ 3 cited

Are Pretrained Multilingual Models Equally Fair Across Languages?

Laura Cabello Piqueras, Anders Søgaard

Pretrained multilingual language models can help bridge the digital language divide, enabling high-quality NLP models for lower resourced languages. Studies of multilingual models…

cs.CL2022★ 8 cited

Improving Bilingual Lexicon Induction with Cross-Encoder Reranking

Yaoyiran Li, Fangyu Liu, Ivan Vulić +1

Bilingual lexicon induction (BLI) with limited bilingual supervision is a crucial yet challenging task in multilingual NLP. Current state-of-the-art BLI methods rely on the inducti…

cs.CL2022★ 4 cited

Machine Reading, Fast and Slow: When Do Models "Understand" Language?

Sagnik Ray Choudhury, Anna Rogers, Isabelle Augenstein

Two of the most fundamental challenges in Natural Language Understanding (NLU) at present are: (a) how to establish whether deep learning-based models score highly on NLU benchmark…

cs.CL2022★ 2 cited

Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models

Clara Na, Sanket Vaibhav Mehta, Emma Strubell

Model compression by way of parameter pruning, quantization, or distillation has recently gained popularity as an approach for reducing the computational requirements of modern dee…

cs.CL2022★ 27 cited

Improving Word Translation via Two-Stage Contrastive Learning

Yaoyiran Li, Fangyu Liu, Nigel Collier +2

Word translation or bilingual lexicon induction (BLI) is a key cross-lingual task, aiming to bridge the lexical gap between different languages. In this work, we propose a robust a…