Evaluating Semantic Parsing against a Simple Web-based Question Answering Model. - Alon Talmor; Mor Geva; Jonathan Berant (*SEM, 2017)

The Web as a Knowledge-Base for Answering Complex Questions. - Alon Talmor; Jonathan Berant (NAACL-HLT, 2018)

Repartitioning of the ComplexWebQuestions Dataset. - Alon Talmor; Jonathan Berant (CoRR, 2018)

Comprehensive Multi-Dataset Evaluation of Reading Comprehension. - Dheeru Dua; Ananth Gottumukkala; Alon Talmor; Sameer Singh 001; Matt Gardner 001 (MRQA@EMNLP, 2019)

MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension. - Adam Fisch; Alon Talmor; Robin Jia; Minjoon Seo; Eunsol Choi; Danqi Chen 001 (MRQA@EMNLP, 2019)

On Making Reading Comprehension More Comprehensive. - Matt Gardner 001; Jonathan Berant; Hannaneh Hajishirzi; Alon Talmor; Sewon Min (MRQA@EMNLP, 2019)

MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension. - Alon Talmor; Jonathan Berant (ACL (1), 2019)

CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge. - Alon Talmor; Jonathan Herzig; Nicholas Lourie; Jonathan Berant (NAACL-HLT (1), 2019)

Question Answering is a Format; When is it Useful? - Matt Gardner 001; Jonathan Berant; Hannaneh Hajishirzi; Alon Talmor; Sewon Min (CoRR, 2019)

ORB: An Open Reading Benchmark for Comprehensive Evaluation of Machine Reading Comprehension. - Dheeru Dua; Ananth Gottumukkala; Alon Talmor; Sameer Singh 001; Matt Gardner 001 (CoRR, 2019)

Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge. - Alon Talmor; Oyvind Tafjord; Peter Clark; Yoav Goldberg; Jonathan Berant (NeurIPS, 2020)

Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge. - Alon Talmor; Oyvind Tafjord; Peter Clark; Yoav Goldberg; Jonathan Berant (CoRR, 2020)

oLMpics - On what Language Model Pre-training Captures. - Alon Talmor; Yanai Elazar; Yoav Goldberg; Jonathan Berant (Trans. Assoc. Comput. Linguistics, 2020)

Reasoning for Question Answering : Benchmarks and Methods - Alon Talmor (2020)

MultiModalQA: complex question answering over text, tables and images. - Alon Talmor; Ori Yoran; Amnon Catav; Dan Lahav; Yizhong Wang; Akari Asai; Gabriel Ilharco; Hannaneh Hajishirzi; Jonathan Berant (ICLR, 2021)

CommonsenseQA 2.0: Exposing the Limits of AI through Gamification. - Alon Talmor; Ori Yoran; Ronan Le Bras 001; Chandra Bhagavatula; Yoav Goldberg; Yejin Choi 001; Jonathan Berant (NeurIPS Datasets and Benchmarks, 2021)

Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills. - Ori Yoran; Alon Talmor; Jonathan Berant (ACL (1), 2022)