Assessing Logical Reasoning Capabilities of Encoder-Only Transformer Models

18 December 2023

Papers citing "Assessing Logical Reasoning Capabilities of Encoder-Only Transformer Models"

8 / 8 papers shown

Title
Rethinking Reflection in Pre-Training Essential AI Darsh J Shah Peter Rushton Somanshu Singla Mohit Parmar ... Philip Monk Platon Mazarakis Ritvik Kapila Saurabh Srivastava Tim Romanski ReLM LRM 49 3 0 05 Apr 2025
Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models -- A Survey Philipp Mondorf Barbara Plank ELM LRM LM&MA 36 35 0 02 Apr 2024
Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought Abulhair Saparov He He ELM LRM ReLM 123 277 0 03 Oct 2022
Negation, Coordination, and Quantifiers in Contextualized Language Models A. Kalouli Rita Sevastjanova C. Beck Maribel Romero 42 12 0 16 Sep 2022
On the Paradox of Learning to Reason from Data Honghua Zhang Liunian Harold Li Tao Meng Kai-Wei Chang Mathias Niepert NAI ReLM OOD LRM 137 103 0 23 May 2022
The paradox of the compositionality of natural language: a neural machine translation case study Verna Dankers Elia Bruni Dieuwke Hupkes CoGe 162 75 0 12 Aug 2021
Probing Classifiers: Promises, Shortcomings, and Advances Yonatan Belinkov 226 405 0 24 Feb 2021
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 201 882 0 03 May 2018