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List of works by Hinrich Schütze

A Computational Model of Unsupervised Speech Segmentation for Correspondence Learning

A cooccurrence-based thesaurus and two applications to information retrieval ⬇️

scholarly article

ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs

scholarly article

Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms

scholarly article

AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes ⬇️

article

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models ⬇️

scientific article published on 9 June 2022

Combining Recurrent and Convolutional Neural Networks for Relation Classification ⬇️

journal article from 'arXiv:1605.07333 [cs]' published in 2016

Creating an online dictionary of abbreviations from MEDLINE.

scientific article published on November 2002

Evaluating Learning Language Representations

Expanding Queries with Term and Phrase Translations in Patent Retrieval

Exploring the relationship between intonation and the lexicon: Evidence for lexicalised storage of intonation

article

FLORS: Fast and Simple Domain Adaptation for Part-of-Speech Tagging

scholarly article

Foundations of Statistical Natural Language Processing

GAPSCORE: finding gene and protein names one word at a time

scientific article published in January 2004

Improving Scene Graph Classification by Exploiting Knowledge from Texts

scientific article published on 04 July 2022

Introduction to Information Retrieval

book edition from 2008

Joint Semantic Synthesis and Morphological Analysis of the Derived Word

scholarly article

Multilevel Exemplar Theory

scientific article published on 01 May 2010

Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models ⬇️

scientific article

Neural architectures for open-type relation argument extraction

scientific article published in 2018

ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus ⬇️

scientific article

Personalized search

Placing language in an integrated understanding system: Next steps toward human-level performance in neural language models

scientific article published on 28 September 2020

Preliminary study into query translation for patent retrieval

Preliminary study of technical terminology for the retrieval of scientific book metadata records

RENS – Enabling a Robot to Identify a Person

Rare Words: A Major Problem for Contextualized Embeddings and How to Fix it by Attentive Mimicking

scientific article published in 2020

Scoring, term weighting, and the vector space model

article

Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP

scientific article published in 2021

Syllable frequency effects in a context-sensitive segment production model

The Reddit Politosphere: A Large-Scale Text and Network Resource of Online Political Discourse ⬇️

scientific article published on 31 May 2022

Towards content-oriented patent document processing: intelligent patent analysis and summarization

article

User Perspectives on Query Difficulty

Using text analysis to identify functionally coherent gene groups

scientific article published on October 2002

Word Space ⬇️

scientific article from NIPS 1992

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