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Daniel Biś

2 accepted papers

2022

PAIGE: Personalized Adaptive Interactions Graph Encoder for Query Rewriting in Dialogue Systems

EMNLP 2022industry

Unexpected responses or repeated clarification questions from conversational agents detract from the users’ experience with technology meant to streamline their daily tasks. To reduce these frictions, Query Rewriting (QR) techniques replace transcripts of faulty queries with alternatives that lead t…

Cited by 1SourcePDFScholar
2021

Too Much in Common: Shifting of Embeddings in Transformer Language Models and its Implications

NAACL 2021long

The success of language models based on the Transformer architecture appears to be inconsistent with observed anisotropic properties of representations learned by such models. We resolve this by showing, contrary to previous studies, that the representations do not occupy a narrow cone, but rather d…