Decoding Algorithms

method ID: decodingalgorithms

Related Papers

Randomized Decoding for Selection-and-Ordering Problems

Authors: nan

Publication: TIPSTER (2007)

DOI: nan

The task of selecting and ordering infor- mation appears in multiple contexts in text generation and summarization. For in- stance, methods for title generation con- struct a headline by selecting …...

24096

Joint Models for Chinese POS Tagging and Dependency Parsing

Authors: nan

Publication: TIPSTER (2011)

DOI: nan

Part-of-speech (POS) is an indispensable fea- ture in dependency parsing. Current research usually models POS tagging and dependency parsing independently. This may suffer from error propagation problem. Our experiments show …...

44218

Machine Translation Decoding beyond Beam Search

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractBeam search is the go-to method for decoding auto-regressive machine translation models. While it yields consistent improvements in terms of BLEU, it is only concerned with finding outputs with high …...

31158

How do decoding algorithms distribute information in dialogue responses?

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractHumans tend to follow the Uniform Information Density (UID) principle by distributing information evenly in utterances. We study if decoding algorithms implicitly follow this UID principle, and under what conditions …...

33381