Search Results for author: Ori Yoran

Found 7 papers, 4 papers with code

Evaluating the Ripple Effects of Knowledge Editing in Language Models

1 code implementation24 Jul 2023 Roi Cohen, Eden Biran, Ori Yoran, Amir Globerson, Mor Geva

This has led to the development of various editing methods that allow updating facts encoded by the model.

Model Editing

Answering Questions by Meta-Reasoning over Multiple Chains of Thought

1 code implementation25 Apr 2023 Ori Yoran, Tomer Wolfson, Ben Bogin, Uri Katz, Daniel Deutch, Jonathan Berant

Modern systems for multi-hop question answering (QA) typically break questions into a sequence of reasoning steps, termed chain-of-thought (CoT), before arriving at a final answer.

Multi-hop Question Answering Question Answering

CommonsenseQA 2.0: Exposing the Limits of AI through Gamification

no code implementations14 Jan 2022 Alon Talmor, Ori Yoran, Ronan Le Bras, Chandra Bhagavatula, Yoav Goldberg, Yejin Choi, Jonathan Berant

Constructing benchmarks that test the abilities of modern natural language understanding models is difficult - pre-trained language models exploit artifacts in benchmarks to achieve human parity, but still fail on adversarial examples and make errors that demonstrate a lack of common sense.

Common Sense Reasoning Natural Language Understanding

SCROLLS: Standardized CompaRison Over Long Language Sequences

2 code implementations10 Jan 2022 Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran, Adi Haviv, Ankit Gupta, Wenhan Xiong, Mor Geva, Jonathan Berant, Omer Levy

NLP benchmarks have largely focused on short texts, such as sentences and paragraphs, even though long texts comprise a considerable amount of natural language in the wild.

Long-range modeling Natural Language Inference +1

Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills

1 code implementation ACL 2022 Ori Yoran, Alon Talmor, Jonathan Berant

Models pre-trained with a language modeling objective possess ample world knowledge and language skills, but are known to struggle in tasks that require reasoning.

Language Modelling Reading Comprehension

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