Papers by Tiago Timponi Torrent
Semi-supervised Deep Embedded Clustering with Anomaly Detection for Semantic Frame Induction (2020.lrec-1)
Copied to clipboard
| Challenge: | Empirical results show that definitions provide contextual information for representing and characterizing the frame membership of lexical units. |
| Approach: | They propose a two-step frame induction process to remove lexical units that cannot fit into existing frames in Berkeley FrameNet. |
| Outcome: | The proposed method outperforms state-of-the-art methods in both steps of the frame induction process. |
(Re)construing Meaning in NLP (2020.acl-main)
Copied to clipboard
| Challenge: | a new paper explores the role of linguistic choices in interpreting information in natural language . linguistic choice is a way of expressing information, but it is not the meaning of an utterance, authors argue . |
| Approach: | They propose to define construal as a way of conceptualizing or construing information . they propose to use this concept to develop theoretical and practical work in NLP . |
| Outcome: | The proposed study explores how construal can inform theoretical and practical work in NLP. |