7 citations · 26 across the 9 of their papers we have counts for
4 papers · 1 filter
The Glass Ceiling of Automatic Evaluation in Natural Language Generation
Pierre Colombo, Maxime Peyrard, Nathan Noiry +2
Automatic evaluation metrics capable of replacing human judgments are critical to allowing fast development of new methods. Thus, numerous research efforts have focused on crafting…
Strong Heuristics for Named Entity Linking
Marko Čuljak, Andreas Spitz, Robert West +1
Named entity linking (NEL) in news is a challenging endeavour due to the frequency of unseen and emerging entities, which necessitates the use of unsupervised or zero-shot methods.…
On the Context-Free Ambiguity of Emoji
Justyna Czestochowska, Kristina Gligoric, Maxime Peyrard +6
Emojis come with prepacked semantics making them great candidates to create new forms of more accessible communications. Yet, little is known about how much of this emojis semantic…
GenIE: Generative Information Extraction
Martin Josifoski, Nicola De Cao, Maxime Peyrard +2
Structured and grounded representation of text is typically formalized by closed information extraction, the problem of extracting an exhaustive set of (subject, relation, object)…