Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics

Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics

4 October 2021

Prajjwal Bhargava

Aleksandr Drozd

Papers citing "Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics"

16 / 16 papers shown

Title
To Judge or not to Judge: Using LLM Judgements for Advertiser Keyphrase Relevance at eBay Soumik Dey Hansi Wu Binbin Li 41 0 0 07 May 2025
AudioSetMix: Enhancing Audio-Language Datasets with LLM-Assisted Augmentations David Xu 21 2 0 17 May 2024
Latent Feature-based Data Splits to Improve Generalisation Evaluation: A Hate Speech Detection Case Study Maike Zufle Verna Dankers Ivan Titov 34 0 0 16 Nov 2023
Position: Key Claims in LLM Research Have a Long Tail of Footnotes Anna Rogers A. Luccioni 48 19 0 14 Aug 2023
CoSiNES: Contrastive Siamese Network for Entity Standardization Jiaqing Yuan Michele Merler M. Choudhury Raju Pavuluri Munindar P. Singh M. Vukovic 18 0 0 05 Jun 2023
Web Content Filtering through knowledge distillation of Large Language Models Tamás Vörös Sean P. Bergeron Konstantin Berlin 27 7 0 08 May 2023
AGO: Boosting Mobile AI Inference Performance by Removing Constraints on Graph Optimization Zhiying Xu H. Peng Wei Wang GNN 26 3 0 02 Dec 2022
Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference S. Rajaee Yadollah Yaghoobzadeh Mohammad Taher Pilehvar 30 5 0 07 Nov 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 114 93 0 06 Oct 2022
Shortcut Learning of Large Language Models in Natural Language Understanding Mengnan Du Fengxiang He Na Zou Dacheng Tao Xia Hu KELM OffRL 28 84 0 25 Aug 2022
Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets Yuxiang Wu Matt Gardner Pontus Stenetorp Pradeep Dasigi 26 67 0 24 Mar 2022
Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness Tejas Gokhale Swaroop Mishra Man Luo Bhavdeep Singh Sachdeva Chitta Baral 42 29 0 15 Mar 2022
Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher Mehdi Rezagholizadeh A. Jafari Puneeth Salad Pranav Sharma Ali Saheb Pasand A. Ghodsi 71 17 0 16 Oct 2021
Competency Problems: On Finding and Removing Artifacts in Language Data Matt Gardner William Merrill Jesse Dodge Matthew E. Peters Alexis Ross Sameer Singh Noah A. Smith 166 107 0 17 Apr 2021
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Mor Geva Yoav Goldberg Jonathan Berant 242 319 0 21 Aug 2019
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 190 576 0 02 May 2018