Search Results for author:
Found 6 papers, 2 papers with code
Multi-VALUE: A Framework for Cross-Dialectal English NLP
First, we use this system to build stress tests for question answering, machine translation, and semantic parsing tasks.
On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning
Generating a chain of thought (CoT) can increase large language model (LLM) performance on a wide range of tasks.
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue
Modern virtual assistants use internal semantic parsing engines to convert user utterances to actionable commands.
Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers
However, as a fixed-size model acquires more languages, its performance across all languages degrades, a phenomenon termed interference.
Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference
We model the entities/events in a reader's focus as a neighborhood within a learned latent embedding space which minimizes the distance between mentions and the centroids of their gold coreference clusters.
Ranked #1 on
Event Coreference Resolution
on Gun Violence Corpus
The Effectiveness of Simple Hybrid Systems for Hypernym Discovery
Hypernymy modeling has largely been separated according to two paradigms, pattern-based methods and distributional methods.
