Search Results for author: Simone Filice

Found 13 papers, 0 papers with code

Learning to Solve NLP Tasks in an Incremental Number of Languages

no code implementations ACL 2021 Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili

In real scenarios, a multilingual model trained to solve NLP tasks on a set of languages can be required to support new languages over time.

Continual Learning Relational Reasoning +1

VoiSeR: A New Benchmark for Voice-Based Search Refinement

no code implementations EACL 2021 Simone Filice, Giuseppe Castellucci, Marcus Collins, Eugene Agichtein, Oleg Rokhlenko

This common user intent is usually available through a {``}filter-by{''} interface on online shopping websites, but is challenging to support naturally via voice, as the intent of refinements must be interpreted in the context of the original search, the initial results, and the available product catalogue facets.

Conversational Search

Global Thread-Level Inference for Comment Classification in Community Question Answering

no code implementations EMNLP 2015 Shafiq Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov

Community question answering, a recent evolution of question answering in the Web context, allows a user to quickly consult the opinion of a number of people on a particular topic, thus taking advantage of the wisdom of the crowd.

Community Question Answering General Classification

Deep Learning in Semantic Kernel Spaces

no code implementations ACL 2017 Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili

Kernel methods enable the direct usage of structured representations of textual data during language learning and inference tasks.

Feature Engineering Information Retrieval +1

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