Search Results for author: Benjamin Heinzerling

Found 12 papers, 5 papers with code

COPA-SSE: Semi-structured Explanations for Commonsense Reasoning

1 code implementation AKBC Workshop CSKB 2021 Ana Brassard, Benjamin Heinzerling, Pride Kavumba, Kentaro Inui

We present Semi-Structured Explanations for COPA (COPA-SSE), a new crowdsourced dataset of 9, 747 semi-structured, English common sense explanations for Choice of Plausible Alternatives (COPA) questions.

Common Sense Reasoning Knowledge Graphs

Learning to Learn to be Right for the Right Reasons

no code implementations NAACL 2021 Pride Kavumba, Benjamin Heinzerling, Ana Brassard, Kentaro Inui

Here, we propose to explicitly learn a model that does well on both the easy test set with superficial cues and hard test set without superficial cues.

Meta-Learning

Riposte! A Large Corpus of Counter-Arguments

no code implementations8 Oct 2019 Paul Reisert, Benjamin Heinzerling, Naoya Inoue, Shun Kiyono, Kentaro Inui

Counter-arguments (CAs), one form of constructive feedback, have been proven to be useful for critical thinking skills.

Fine-Grained Entity Typing in Hyperbolic Space

1 code implementation WS 2019 Federico López, Benjamin Heinzerling, Michael Strube

How can we represent hierarchical information present in large type inventories for entity typing?

Entity Typing

BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages

1 code implementation LREC 2018 Benjamin Heinzerling, Michael Strube

We present BPEmb, a collection of pre-trained subword unit embeddings in 275 languages, based on Byte-Pair Encoding (BPE).

Entity Typing Word Embeddings

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