Search Results for author: Yuval Marton

Found 9 papers, 1 papers with code

Multi-Task Learning for Joint Semantic Role and Proto-Role Labeling

no code implementations13 Oct 2022 Aashish Arora, Harshitha Malireddi, Daniel Bauer, Asad Sayeed, Yuval Marton

Unlike previous work, our model does not require pre-training or fine-tuning on additional tasks, beyond using off-the-shelf (static or contextual) embeddings and supervision.

Multi-Task Learning Sentence

Where's the Learning in Representation Learning for Compositional Semantics and the Case of Thematic Fit

no code implementations9 Aug 2022 Mughilan Muthupari, Samrat Halder, Asad Sayeed, Yuval Marton

Observing that for certain NLP tasks, such as semantic role prediction or thematic fit estimation, random embeddings perform as well as pretrained embeddings, we explore what settings allow for this and examine where most of the learning is encoded: the word embeddings, the semantic role embeddings, or ``the network''.

Multi-Task Learning Relation +2

Thematic Fit Bits: Annotation Quality and Quantity Interplay for Event Participant Representation

1 code implementation LREC 2022 Yuval Marton, Asad Sayeed

We compare the old and new corpus versions' impact on a verb--argument fit modeling task, using a high-performing neural approach.

E-TIPSY: Search Query Corpus Annotated with Entities, Term Importance, POS Tags, and Syntactic Parses

no code implementations LREC 2016 Yuval Marton, Kristina Toutanova

In addition, it contains automatically produced annotations of named entities, part-of-speech tags, and syntactic parses for the same queries.


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