Bonsai: Interpretable Tree-Adaptive Grounded Reasoning

4 April 2025

Papers citing "Bonsai: Interpretable Tree-Adaptive Grounded Reasoning"

31 / 31 papers shown

Title
Always Tell Me The Odds: Fine-grained Conditional Probability Estimation Liaoyaqi Wang Zhengping Jiang Anqi Liu Benjamin Van Durme 149 1 0 02 May 2025
Conformal Linguistic Calibration: Trading-off between Factuality and Specificity Zhengping Jiang Anqi Liu Benjamin Van Durme 157 3 0 26 Feb 2025
CER: Confidence Enhanced Reasoning in LLMs Ali Razghandi Seyed Mohammad Hadi Hosseini Mahdieh Soleymani Baghshah LRM 167 5 0 20 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 380 2,013 0 22 Jan 2025
Interpretable Contrastive Monte Carlo Tree Search Reasoning Zitian Gao Boye Niu Xuzheng He Haotian Xu Hongzhang Liu Aiwei Liu Xuming Hu Lijie Wen LRM 142 42 0 02 Oct 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 153 11 0 26 Aug 2024
Updating CLIP to Prefer Descriptions Over Captions Amir Zur Elisa Kreiss Karel DÓosterlinck Christopher Potts Atticus Geiger 74 3 0 12 Jun 2024
LACIE: Listener-Aware Finetuning for Confidence Calibration in Large Language Models Elias Stengel-Eskin Peter Hase Mohit Bansal 100 6 0 31 May 2024
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs Yu Xia Rui Wang Xu Liu Mingyan Li Tong Yu Xiang Chen Julian McAuley Shuai Li LRM 114 22 0 24 Apr 2024
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models Yu Feng Ben Zhou Weidong Lin Dan Roth 180 5 0 18 Apr 2024
A Closer Look at Claim Decomposition Miriam Wanner Seth Ebner Zhengping Jiang Mark Dredze Benjamin Van Durme 90 24 0 18 Mar 2024
TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning Kate Sanders Nathaniel Weir Benjamin Van Durme LRM 90 11 0 29 Feb 2024
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic Nathaniel Weir Kate Sanders Orion Weller Shreya Sharma Dongwei Jiang ... Bhavana Dalvi Oyvind Tafjord Peter Alexander Jansen Peter Clark Benjamin Van Durme 88 13 0 22 Feb 2024
Can Large Language Models Detect Misinformation in Scientific News Reporting? Yupeng Cao Aishwarya Muralidharan Nair Elyon Eyimife Nastaran Jamalipour Soofi K. P. Subbalakshmi J. Wullert Chumki Basu David Shallcross 109 9 0 22 Feb 2024
Tree of Uncertain Thoughts Reasoning for Large Language Models Shentong Mo Miao Xin LRM AI4CE 38 12 0 14 Sep 2023
Graph of Thoughts: Solving Elaborate Problems with Large Language Models Maciej Besta Nils Blach Aleš Kubíček Robert Gerstenberger Michal Podstawski ... Joanna Gajda Tomasz Lehmann H. Niewiadomski Piotr Nyczyk Torsten Hoefler LRM AI4CE LM&Ro 174 708 0 18 Aug 2023
Measuring Faithfulness in Chain-of-Thought Reasoning Tamera Lanham Anna Chen Ansh Radhakrishnan Benoit Steiner Carson E. Denison ... Zac Hatfield-Dodds Jared Kaplan J. Brauner Sam Bowman Ethan Perez ReLM LRM 74 193 0 17 Jul 2023
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation Sewon Min Kalpesh Krishna Xinxi Lyu M. Lewis Wen-tau Yih Pang Wei Koh Mohit Iyyer Luke Zettlemoyer Hannaneh Hajishirzi HILM ALM 153 703 0 23 May 2023
Faithful Chain-of-Thought Reasoning Qing Lyu Shreya Havaldar Adam Stein Li Zhang D. Rao Eric Wong Marianna Apidianaki Chris Callison-Burch ReLM LRM 138 229 0 31 Jan 2023
Robust Speech Recognition via Large-Scale Weak Supervision Alec Radford Jong Wook Kim Tao Xu Greg Brockman C. McLeavey Ilya Sutskever OffRL 216 3,757 0 06 Dec 2022
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis Yuxin Xiao Paul Pu Liang Umang Bhatt Willie Neiswanger Ruslan Salakhutdinov Louis-Philippe Morency 233 96 0 10 Oct 2022
Teaching Models to Express Their Uncertainty in Words Stephanie C. Lin Jacob Hilton Owain Evans OOD 96 425 0 28 May 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 859 9,714 0 28 Jan 2022
X-FACT: A New Benchmark Dataset for Multilingual Fact Checking Ashim Gupta Vivek Srikumar HILM 82 100 0 17 Jun 2021
Explaining Answers with Entailment Trees Bhavana Dalvi Peter Alexander Jansen Oyvind Tafjord Zhengnan Xie Hannah Smith Leighanna Pipatanangkura Peter Clark ReLM FAtt LRM 295 185 0 17 Apr 2021
A Review on Fact Extraction and Verification Giannis Bekoulis Christina Papagiannopoulou Nikos Deligiannis 102 45 0 06 Oct 2020
Fact or Fiction: Verifying Scientific Claims David Wadden Shanchuan Lin Kyle Lo Lucy Lu Wang Madeleine van Zuylen Arman Cohan Hannaneh Hajishirzi HAI 186 465 0 30 Apr 2020
Uncertain Natural Language Inference Tongfei Chen Zhengping Jiang Adam Poliak Keisuke Sakaguchi Benjamin Van Durme UQLM 78 58 0 06 Sep 2019
The Fact Extraction and VERification (FEVER) Shared Task James Thorne Andreas Vlachos O. Cocarascu Christos Christodoulopoulos Arpit Mittal HILM 66 240 0 27 Nov 2018
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 186 2,748 0 28 Nov 2016
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 338 4,298 0 21 Aug 2015