Title
Automatic Generation of Question Hints for Mathematics Problems using Large Language Models in Educational Technology Junior Cedric Tonga Benjamin Clément Pierre-Yves Oudeyer LRM 28 2 0 05 Nov 2024
Regress, Don't Guess -- A Regression-like Loss on Number Tokens for Language Models Jonas Zausinger Lars Pennig Kacper Chlodny Vincent Limbach Anna Ketteler Thorben Prein Vishwa Mohan Singh Michael Morris Danziger Jannis Born 14 0 0 04 Nov 2024
Provable Length Generalization in Sequence Prediction via Spectral Filtering Annie Marsden Evan Dogariu Naman Agarwal Xinyi Chen Daniel Suo Elad Hazan 32 1 0 01 Nov 2024
Diffusion Beats Autoregressive: An Evaluation of Compositional Generation in Text-to-Image Models Arash Marioriyad Parham Rezaei M. Baghshah M. Rohban CoGe 51 0 0 30 Oct 2024
On Memorization of Large Language Models in Logical Reasoning Chulin Xie Yangsibo Huang Chiyuan Zhang Da Yu Xinyun Chen Bill Yuchen Lin Bo Li Badih Ghazi Ravi Kumar LRM 41 20 0 30 Oct 2024
Natural Language Inference Improves Compositionality in Vision-Language Models Paola Cascante-Bonilla Yu Hou Yang Trista Cao Hal Daumé III Rachel Rudinger ReLM CoGe VLM 33 3 0 29 Oct 2024
Delving into the Reversal Curse: How Far Can Large Language Models Generalize? Zhengkai Lin Z. Fu Kai Liu Liang Xie Binbin Lin Wenxiao Wang D. Cai Yue Wu Jieping Ye LRM 23 3 0 24 Oct 2024
A Comprehensive Evaluation of Cognitive Biases in LLMs Simon Malberg Roman Poletukhin Carolin M. Schuster Georg Groh ELM 32 5 0 20 Oct 2024
Supervised Chain of Thought Xiang Zhang Dujian Ding LRM AI4CE 18 1 0 18 Oct 2024
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning Jiacheng Ye Jiahui Gao Shansan Gong Lin Zheng Xin Jiang Z. Li Lingpeng Kong DiffM LRM 37 15 0 18 Oct 2024
Enhancing Generalization in Sparse Mixture of Experts Models: The Case for Increased Expert Activation in Compositional Tasks Jinze Zhao MoE 19 0 0 17 Oct 2024
How Numerical Precision Affects Mathematical Reasoning Capabilities of LLMs Guhao Feng Kai-Bo Yang Yuntian Gu Xinyue Ai Shengjie Luo Jiacheng Sun Di He Z. Li Liwei Wang LRM 25 1 0 17 Oct 2024
Breaking Chains: Unraveling the Links in Multi-Hop Knowledge Unlearning Minseok Choi C. Park Dohyun Lee Jaegul Choo KELM MU 18 0 0 17 Oct 2024
Fine-grained Attention I/O Complexity: Comprehensive Analysis for Backward Passes Xiaoyu Li Yingyu Liang Zhenmei Shi Zhao-quan Song Yufa Zhou 44 15 0 12 Oct 2024
Automatic Curriculum Expert Iteration for Reliable LLM Reasoning Zirui Zhao Hanze Dong Amrita Saha Caiming Xiong Doyen Sahoo LRM 27 3 0 10 Oct 2024
The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning Xiyan Fu Anette Frank LRM 23 0 0 08 Oct 2024
Composing Global Optimizers to Reasoning Tasks via Algebraic Objects in Neural Nets Yuandong Tian 41 0 0 02 Oct 2024
ET-Plan-Bench: Embodied Task-level Planning Benchmark Towards Spatial-Temporal Cognition with Foundation Models Lingfeng Zhang Yuening Wang Hongjian Gu Atia Hamidizadeh Zhanguang Zhang ... Tongtong Cao Yuzheng Zhuang Yingxue Zhang Jianye Hao Jianye Hao LM&Ro 31 0 0 02 Oct 2024
Can Models Learn Skill Composition from Examples? Haoyu Zhao Simran Kaur Dingli Yu Anirudh Goyal Sanjeev Arora CoGe MoE 48 2 0 29 Sep 2024
E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding Ye Liu Zongyang Ma Zhongang Qi Yang Wu Ying Shan Chang Wen Chen 18 15 0 26 Sep 2024
Compositional Hardness of Code in Large Language Models -- A Probabilistic Perspective Yotam Wolf Binyamin Rothberg Dorin Shteyman Amnon Shashua 13 0 0 26 Sep 2024
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning Zayne Sprague Fangcong Yin Juan Diego Rodriguez Dongwei Jiang Manya Wadhwa Prasann Singhal Xinyu Zhao Xi Ye Kyle Mahowald Greg Durrett ReLM LRM 90 79 0 18 Sep 2024
Fast Analysis of the OpenAI O1-Preview Model in Solving Random K-SAT Problem: Does the LLM Solve the Problem Itself or Call an External SAT Solver? Raffaele Marino ReLM LRM 16 2 0 17 Sep 2024
Semformer: Transformer Language Models with Semantic Planning Yongjing Yin Junran Ding Kai Song Yue Zhang 29 0 0 17 Sep 2024
Benchmarking VLMs' Reasoning About Persuasive Atypical Images Sina Malakouti Aysan Aghazadeh Ashmit Khandelwal Adriana Kovashka VLM 26 2 0 16 Sep 2024
Causal Language Modeling Can Elicit Search and Reasoning Capabilities on Logic Puzzles Kulin Shah Nishanth Dikkala Xin Wang Rina Panigrahy ELM ReLM LRM 21 9 0 16 Sep 2024
Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials Yizhen Zheng Huan Yee Koh M. Yang Li Li Lauren T. May Geoffrey I. Webb Shirui Pan George Church LM&MA 42 9 0 06 Sep 2024
Beyond Preferences in AI Alignment Tan Zhi-Xuan Micah Carroll Matija Franklin Hal Ashton 23 16 0 30 Aug 2024
Logic Contrastive Reasoning with Lightweight Large Language Model for Math Word Problems Ding Kai Ma Zhenguo Yan Xiaoran LRM 20 0 0 29 Aug 2024
Towards "Differential AI Psychology" and in-context Value-driven Statement Alignment with Moral Foundations Theory Simon Münker SyDa 19 0 0 21 Aug 2024
Inductive Learning of Logical Theories with LLMs: An Expressivity-Graded Analysis Joao Pedro Gandarela Danilo S. Carvalho André Freitas 14 0 0 15 Aug 2024
Can Large Language Models Reason? A Characterization via 3-SAT Rishi Hazra Gabriele Venturato Pedro Zuidberg Dos Martires Luc de Raedt ELM ReLM LRM 17 4 0 13 Aug 2024
Response Wide Shut: Surprising Observations in Basic Vision Language Model Capabilities Shivam Chandhok Wan-Cyuan Fan Leonid Sigal VLM MLLM 18 3 0 13 Aug 2024
Your Context Is Not an Array: Unveiling Random Access Limitations in Transformers MohammadReza Ebrahimi Sunny Panchal Roland Memisevic 25 2 0 10 Aug 2024
Geometric Algebra Meets Large Language Models: Instruction-Based Transformations of Separate Meshes in 3D, Interactive and Controllable Scenes Dimitris Angelís Prodromos Kolyvakis Manos N. Kamarianakis George Papagiannakis 27 1 0 05 Aug 2024
Do Large Language Models Have Compositional Ability? An Investigation into Limitations and Scalability Zhuoyan Xu Zhenmei Shi Yingyu Liang CoGe LRM 19 27 0 22 Jul 2024
Mechanistically Interpreting a Transformer-based 2-SAT Solver: An Axiomatic Approach Nils Palumbo Ravi Mangal Zifan Wang Saranya Vijayakumar Corina S. Pasareanu Somesh Jha 34 1 0 18 Jul 2024
From Words to Worlds: Compositionality for Cognitive Architectures Ruchira Dhar Anders Sogaard 24 0 0 18 Jul 2024
Leveraging Environment Interaction for Automated PDDL Generation and Planning with Large Language Models Sadegh Mahdavi Raquel Aoki Keyi Tang Yanshuai Cao LLMAG 25 0 0 17 Jul 2024
Reliable Reasoning Beyond Natural Language Nasim Borazjanizadeh Steven T Piantadosi LRM ReLM 32 5 0 16 Jul 2024
Transforming Agency. On the mode of existence of Large Language Models Xabier E. Barandiaran Lola S. Almendros LLMAG LM&Ro 32 4 0 15 Jul 2024
LLM-Collaboration on Automatic Science Journalism for the General Audience Gongyao Jiang Xinran Shi Qiong Luo 18 3 0 13 Jul 2024
AI Safety in Generative AI Large Language Models: A Survey Jaymari Chua Yun Yvonna Li Shiyi Yang Chen Wang Lina Yao LM&MA 29 12 0 06 Jul 2024
Algorithmic Language Models with Neurally Compiled Libraries Lucas Saldyt Subbarao Kambhampati LRM 43 0 0 06 Jul 2024
Universal Length Generalization with Turing Programs Kaiying Hou David Brandfonbrener Sham Kakade Samy Jelassi Eran Malach 27 1 0 03 Jul 2024
Predicting vs. Acting: A Trade-off Between World Modeling & Agent Modeling Margaret Li Weijia Shi Artidoro Pagnoni Peter West Ari Holtzman 35 6 0 02 Jul 2024
MatText: Do Language Models Need More than Text & Scale for Materials Modeling? Nawaf Alampara Santiago Miret K. Jablonka 37 8 0 25 Jun 2024
DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph Zhehao Zhang Jiaao Chen Diyi Yang LRM 32 7 0 25 Jun 2024
From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models Sean Welleck Amanda Bertsch Matthew Finlayson Hailey Schoelkopf Alex Xie Graham Neubig Ilia Kulikov Zaid Harchaoui 33 45 0 24 Jun 2024
Cognitive Map for Language Models: Optimal Planning via Verbally Representing the World Model Doyoung Kim Jongwon Lee Jinho Park Minjoon Seo LM&Ro 25 0 0 21 Jun 2024