Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data

7 October 2020

Papers citing "Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data"

15 / 15 papers shown

Title
Do Large Language Models know who did what to whom? Joseph M. Denning Xiaohan Bryor Snefjella Idan A. Blank 67 1 0 23 Apr 2025
Neuro-Symbolic Contrastive Learning for Cross-domain Inference Mingyue Liu Ryo Ueda Zhen Wan Katsumi Inoue Chris G. Willcocks NAI 74 0 0 13 Feb 2025
CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems Abbas Ghaddar David Alfonso-Hermelo Philippe Langlais Mehdi Rezagholizadeh Boxing Chen Prasanna Parthasarathi 39 0 0 24 May 2024
Linguistic representations for fewer-shot relation extraction across domains Sireesh Gururaja Ritam Dutt Ting-gen Liao Carolyn Rose 33 11 0 07 Jul 2023
What You See is What You Read? Improving Text-Image Alignment Evaluation Michal Yarom Yonatan Bitton Soravit Changpinyo Roee Aharoni Jonathan Herzig Oran Lang E. Ofek Idan Szpektor EGVM 59 74 0 17 May 2023
Finding Dataset Shortcuts with Grammar Induction Dan Friedman Alexander Wettig Danqi Chen 27 15 0 20 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 129 95 0 06 Oct 2022
A Dataset for N-ary Relation Extraction of Drug Combinations Aryeh Tiktinsky Vijay Viswanathan Danna Niezni D. Azagury Y. Shamay Hillel Taub-Tabib Tom Hope Yoav Goldberg 37 18 0 04 May 2022
FREDA: Flexible Relation Extraction Data Annotation Michael Strobl Amine Trabelsi Osmar Zaiane 24 0 0 14 Apr 2022
Diagnosing AI Explanation Methods with Folk Concepts of Behavior Alon Jacovi Jasmijn Bastings Sebastian Gehrmann Yoav Goldberg Katja Filippova 36 15 0 27 Jan 2022
Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction Bruno Taillé Vincent Guigue Geoffrey Scoutheeten Patrick Gallinari 79 5 0 24 Sep 2021
Improving Span Representation for Domain-adapted Coreference Resolution Nupoor Gandhi Anjalie Field Yulia Tsvetkov CLL 30 3 0 20 Sep 2021
Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA Yonatan Bitton Gabriel Stanovsky Roy Schwartz Michael Elhadad CoGe 25 33 0 17 Mar 2021
Are NLP Models really able to Solve Simple Math Word Problems? Arkil Patel S. Bhattamishra Navin Goyal ReLM LRM 27 776 0 12 Mar 2021
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 234 656 0 09 Sep 2019