BF-Max: an Efficient Bit Flipping Decoder with Predictable Decoding Failure Rate

11 June 2025

Papers citing "BF-Max: an Efficient Bit Flipping Decoder with Predictable Decoding Failure Rate"

42 / 42 papers shown

Title
Label Set Optimization via Activation Distribution Kurtosis for Zero-shot Classification with Generative Models Yue Li Zhixue Zhao Carolina Scarton 85 1 0 24 Oct 2024
Faithful Logical Reasoning via Symbolic Chain-of-Thought Jundong Xu Hao Fei Liangming Pan Qian Liu Mong Li Lee Wynne Hsu OffRL LRM LLMAG 119 62 0 28 May 2024
LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models Mihir Parmar Nisarg Patel Neeraj Varshney Mutsumi Nakamura Man Luo Santosh Mashetty Arindam Mitra Chitta Baral LRM ReLM ELM 152 28 0 23 Apr 2024
Towards Logically Consistent Language Models via Probabilistic Reasoning Diego Calanzone Stefano Teso Antonio Vergari LRM HILM 93 4 0 19 Apr 2024
Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models -- A Survey Philipp Mondorf Barbara Plank ELM LRM LM&MA 116 46 0 02 Apr 2024
Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning Philipp Mondorf Barbara Plank LRM 103 10 0 20 Feb 2024
Premise Order Matters in Reasoning with Large Language Models Xinyun Chen Ryan A. Chi Xuezhi Wang Denny Zhou ReLM LRM 111 31 0 14 Feb 2024
Large Language Models for Mathematical Reasoning: Progresses and Challenges Janice Ahn Rishu Verma Renze Lou Di Liu Rui Zhang Wenpeng Yin LRM 119 137 0 31 Jan 2024
Conditional and Modal Reasoning in Large Language Models Wesley H. Holliday M. Mandelkern Cedegao E. Zhang LRM 81 6 0 30 Jan 2024
A Survey of Reasoning with Foundation Models Jiankai Sun Chuanyang Zheng Enze Xie Zhengying Liu Ruihang Chu ... Xipeng Qiu Yi-Chen Guo Hui Xiong Qun Liu Zhenguo Li ReLM LRM AI4CE 169 82 0 17 Dec 2023
A Systematic Comparison of Syllogistic Reasoning in Humans and Language Models Tiwalayo Eisape MH Tessler Ishita Dasgupta Fei Sha Sjoerd van Steenkiste Tal Linzen ReLM LRM 103 9 0 01 Nov 2023
LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers Theo X. Olausson Alex Gu Benjamin Lipkin Cedegao E. Zhang Armando Solar-Lezama Josh Tenenbaum Roger Levy LRM AI4CE ReLM 124 115 0 23 Oct 2023
The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A" Lukas Berglund Meg Tong Max Kaufmann Mikita Balesni Asa Cooper Stickland Tomasz Korbak Owain Evans LRM 103 272 0 21 Sep 2023
Neurons in Large Language Models: Dead, N-gram, Positional Elena Voita Javier Ferrando Christoforos Nalmpantis MILM 121 55 0 09 Sep 2023
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks Zhaofeng Wu Linlu Qiu Alexis Ross Ekin Akyürek Boyuan Chen Bailin Wang Najoung Kim Jacob Andreas Yoon Kim LRM ReLM 159 216 0 05 Jul 2023
Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond Fangzhi Xu Qika Lin Jiawei Han Tianzhe Zhao Jun Liu Min Zhang ELM LRM 98 36 0 16 Jun 2023
Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples Abulhair Saparov Richard Yuanzhe Pang Vishakh Padmakumar Nitish Joshi Seyed Mehran Kazemi Najoung Kim He He ELM LRM 63 94 0 24 May 2023
A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers Jordan Meadows Marco Valentino Damien Teney André Freitas 96 8 0 21 May 2023
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning Liangming Pan Alon Albalak Xinyi Wang William Yang Wang ReLM LRM AI4CE 110 262 0 20 May 2023
Incorporating Attribution Importance for Improving Faithfulness Metrics Zhixue Zhao Nikolaos Aletras 87 13 0 17 May 2023
Do Large Language Models Show Decision Heuristics Similar to Humans? A Case Study Using GPT-3.5 Gaurav Suri Lily R. Slater Ali Ziaee Morgan Nguyen ELM 65 60 0 08 May 2023
ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models Ning Bian Xianpei Han Le Sun Hongyu Lin Yaojie Lu Xianpei Han Shanshan Jiang Bin Dong KELM ELM AI4MH LRM 94 78 0 29 Mar 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 157 58 0 26 Mar 2023
Inseq: An Interpretability Toolkit for Sequence Generation Models Gabriele Sarti Nils Feldhus Ludwig Sickert Oskar van der Wal Malvina Nissim Arianna Bisazza 84 69 0 27 Feb 2023
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 179 324 0 19 Dec 2022
DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering Ella Neeman Roee Aharoni Or Honovich Leshem Choshen Idan Szpektor Omri Abend KELM CML 82 82 0 10 Nov 2022
Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them Mirac Suzgun Nathan Scales Nathanael Scharli Sebastian Gehrmann Yi Tay ... Aakanksha Chowdhery Quoc V. Le Ed H. Chi Denny Zhou Jason W. Wei ALM ELM LRM ReLM 246 1,099 0 17 Oct 2022
On the Impact of Temporal Concept Drift on Model Explanations Zhixue Zhao G. Chrysostomou Kalina Bontcheva Nikolaos Aletras 76 15 0 17 Oct 2022
Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought Abulhair Saparov He He ELM LRM ReLM 210 303 0 03 Oct 2022
NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning Nathaniel Weir Peter Clark Benjamin Van Durme ReLM NAI LRM 112 16 0 16 Sep 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 322 476 0 21 Jun 2022
Emergent Abilities of Large Language Models Jason W. Wei Yi Tay Rishi Bommasani Colin Raffel Barret Zoph ... Tatsunori Hashimoto Oriol Vinyals Percy Liang J. Dean W. Fedus ELM ReLM LRM 267 2,468 0 15 Jun 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 752 9,330 0 28 Jan 2022
CommonsenseQA 2.0: Exposing the Limits of AI through Gamification Alon Talmor Ori Yoran Ronan Le Bras Chandrasekhar Bhagavatula Yoav Goldberg Yejin Choi Jonathan Berant ELM 92 145 0 14 Jan 2022
Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text Siyuan Wang Wanjun Zhong Duyu Tang Zhongyu Wei Zhihao Fan Daxin Jiang Ming Zhou Nan Duan NAI 104 72 0 08 May 2021
Towards General Natural Language Understanding with Probabilistic Worldbuilding Abulhair Saparov Tom Michael Mitchell 61 6 0 06 May 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 392 1,181 0 18 Apr 2021
Surface Form Competition: Why the Highest Probability Answer Isn't Always Right Ari Holtzman Peter West Vered Schwartz Yejin Choi Luke Zettlemoyer LRM 94 237 0 16 Apr 2021
A Survey on Semantic Parsing Aishwarya Kamath Rajarshi Das 95 118 0 03 Dec 2018
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 184 2,896 0 12 Dec 2016
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 531 27,295 0 01 Sep 2014
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 305 7,289 0 20 Dec 2013