322 citations · 432 across the 10 of their papers we have counts for
7 papers · 1 filter
Patterns of Lexical Ambiguity in Contextualised Language Models
Janosch Haber, Massimo Poesio
One of the central aspects of contextualised language models is that they should be able to distinguish the meaning of lexically ambiguous words by their contexts. In this paper we…
Free the Plural: Unrestricted Split-Antecedent Anaphora Resolution
Juntao Yu, Nafise Sadat Moosavi, Silviu Paun +1
Now that the performance of coreference resolvers on the simpler forms of anaphoric reference has greatly improved, more attention is devoted to more complex aspects of anaphora. O…
A Cluster Ranking Model for Full Anaphora Resolution
Juntao Yu, Alexandra Uma, Massimo Poesio
Anaphora resolution (coreference) systems designed for the CONLL 2012 dataset typically cannot handle key aspects of the full anaphora resolution task such as the identification of…
Measuring Conversational Fluidity in Automated Dialogue Agents
Keith Vella, Massimo Poesio, Michael Sigamani +5
We present an automated evaluation method to measure fluidity in conversational dialogue systems. The method combines various state of the art Natural Language tools into a classif…
Neural Mention Detection
Juntao Yu, Bernd Bohnet, Massimo Poesio
Mention detection is an important preprocessing step for annotation and interpretation in applications such as NER and coreference resolution, but few stand-alone neural models hav…
Using Automatically Extracted Minimum Spans to Disentangle Coreference Evaluation from Boundary Detection
Nafise Sadat Moosavi, Leo Born, Massimo Poesio +1
The common practice in coreference resolution is to identify and evaluate the maximum span of mentions. The use of maximum spans tangles coreference evaluation with the challenges…