Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence

8 May 2022

Papers citing "Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence"

12 / 12 papers shown

Title
Paraphrasing in Affirmative Terms Improves Negation Understanding MohammadHossein Rezaei Eduardo Blanco 44 1 0 11 Jun 2024
Strong hallucinations from negation and how to fix them Nicholas Asher Swarnadeep Bhar ReLM LRM 40 4 0 16 Feb 2024
Improving Language Models Meaning Understanding and Consistency by Learning Conceptual Roles from Dictionary Myeongjun Jang Thomas Lukasiewicz 30 4 0 24 Oct 2023
Language models are not naysayers: An analysis of language models on negation benchmarks Thinh Hung Truong Timothy Baldwin Karin Verspoor Trevor Cohn 32 54 0 14 Jun 2023
Simple Linguistic Inferences of Large Language Models (LLMs): Blind Spots and Blinds Victoria Basmov Yoav Goldberg Reut Tsarfaty ReLM LRM 32 5 0 24 May 2023
Consistency Analysis of ChatGPT Myeongjun Jang Thomas Lukasiewicz 24 53 0 11 Mar 2023
KOBEST: Korean Balanced Evaluation of Significant Tasks Dohyeong Kim Myeongjun Jang D. Kwon Eric Davis ALM 16 23 0 09 Apr 2022
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 269 346 0 01 Feb 2021
BERT & Family Eat Word Salad: Experiments with Text Understanding Ashim Gupta Giorgi Kvernadze Vivek Srikumar 211 73 0 10 Jan 2021
UnNatural Language Inference Koustuv Sinha Prasanna Parthasarathi Joelle Pineau Adina Williams 221 80 0 30 Dec 2020
Out of Order: How Important Is The Sequential Order of Words in a Sentence in Natural Language Understanding Tasks? Thang M. Pham Trung Bui Long Mai Anh Totti Nguyen 217 122 0 30 Dec 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 419 2,588 0 03 Sep 2019