Avia Efrat

6 papers · 2020–2023 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird

Venues

EMNLP (4) ACL (1) NeurIPS (1)

Top co-authors

Omer Levy (5) Uri Shaham (3) Jonathan Berant (3) Maor Ivgi (2) Elad Segal (2) Susan Zhang (1) Amir Globerson (1) Wenhan Xiong (1) Adi Haviv (1) LILI YU (1)

Research topics

Natural Language Processing (5) Artificial Intelligence (4) Applications (4) Core AI (4) Resources & Methods (3) Machine Learning (2) Learning Types (2) Deep Learning (1) Generation (1) Learning Paradigms (1) Models (1) Understanding (1)

Keywords

large language model (3) language model (2) long text (2) benchmark evaluation (2) natural language understanding (2) question answering (2) model robustness (1) text classification (1) few-shot learning (1) syntactic parsing (1) semantic parsing (1) semantic analysis (1) text summarization (1) ambiguity resolution (1) model evaluation (1) natural language processing (1) language understanding (1) machine reading comprehension (1) instruction tuning (1) sequence tagging (1)

Papers

LIMA: Less Is More for Alignment NeurIPS 2023 LMentry: A Language Model Benchmark of Elementary Language Tasks ACL 2023 ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding EMNLP 2023 SCROLLS: Standardized CompaRison Over Long Language Sequences EMNLP 2022 Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in Language EMNLP 2021 A Simple and Effective Model for Answering Multi-span Questions EMNLP 2020