17 citations · 23 across the 5 of their papers we have counts for
5 papers
A Compositional Typed Semantics for Universal Dependencies
Laurestine Bradford, Timothy John O'Donnell, Siva Reddy
Languages may encode similar meanings using different sentence structures. This makes it a challenge to provide a single set of formal rules that can derive meanings from sentences…
When does word order matter and when doesn't it?
Xuanda Chen, Timothy O'Donnell, Siva Reddy
Language models (LMs) may appear insensitive to word order changes in natural language understanding (NLU) tasks. In this paper, we propose that linguistic redundancy can explain t…
MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations
Arkil Patel, Satwik Bhattamishra, Siva Reddy +1
Humans possess a remarkable ability to assign novel interpretations to linguistic expressions, enabling them to learn new words and understand community-specific connotations. Howe…
Combining Modular Skills in Multitask Learning
Edoardo M. Ponti, Alessandro Sordoni, Yoshua Bengio +1
A modular design encourages neural models to disentangle and recombine different facets of knowledge to generalise more systematically to new tasks. In this work, we assume that ea…
Evaluating Induced CCG Parsers on Grounded Semantic Parsing
Yonatan Bisk, Siva Reddy, John Blitzer +2
We compare the effectiveness of four different syntactic CCG parsers for a semantic slot-filling task to explore how much syntactic supervision is required for downstream semantic…