ICML 2024 Workshop LLMs and Cognition Submissions

Disjoint Processing Mechanisms of Hierarchical and Linear Grammars in Large Language Models
Aruna Sankaranarayanan, Dylan Hadfield-Menell, Aaron Mueller
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Enhancing LLM Complex Reasoning Capability through Hyperbolic Geometry
Menglin Yang, Aosong Feng, Bo Xiong, Jiahong Liu, Irwin King, Rex Ying
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Compositional Communication with LLMs and Reasoning about Chemical Structures
Dmitry Zubarev, Sarathkrishna Swaminathan
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
SkillAct: Using Skill Abstractions Improves LLM Agents
Anthony Zhe Liu, Jongwook Choi, Sungryull Sohn, Yao Fu, Jaekyeom Kim, Dong-Ki Kim, Xinhe Wang, Jaewon Yoo, Honglak Lee
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning
Wenhan Xia, Chengwei Qin, Elad Hazan
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Understanding the Cognitive Complexity in Language Elicited by Product Images
Yan-Ying Chen, Shabnam Hakimi, Monica P Van, Francine Chen, Matthew K Hong, Matthew Klenk, Charlene C. Wu
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Large Language Models are Bad Game Theoretic Reasoners: Evaluating Performance and Bias in Two-Player Non-Zero-Sum Games
Nathan Herr, Fernando Acero, Roberta Raileanu, Maria Perez-Ortiz, Zhibin Li
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Abstract Understanding of Core-Knowledge Concepts: Humans vs. LLMs
Alessandro B. Palmarini, Melanie Mitchell
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Deep Content Understanding Toward Entity and Aspect Target Sentiment Analysis on Foundation Models
Vorakit Vorakitphan, Milos Basic, Guilhaume Leroy Meline
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Lost in Translation: The Algorithmic Gap Between LMs and the Brain
Tosato Tommaso, Tikeng Notsawo Pascal Junior, Helbling Saskia, Irina Rish, Guillaume Dumas
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents
Yao Fu, Dong-Ki Kim, Jaekyeom Kim, Sungryull Sohn, Lajanugen Logeswaran, Kyunghoon Bae, Honglak Lee
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Improving Self Consistency in LLMs through Probabilistic Tokenization
Ashutosh Sathe, Divyanshu Aggarwal, Sunayana Sitaram
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Training Energy-Efficient Large Language Models Leveraging Equilibrium Driven Bio-Plausible Neural Dynamics
Malyaban Bal, Abhronil Sengupta
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Position Paper: Dual-System Language Models via Next-Action Prediction
Zhehang Du, Weijie J Su
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Transformers Can Do Arithmetic with the Right Embeddings
Sean Michael McLeish, Arpit Bansal, Alex Stein, Neel Jain, John Kirchenbauer, Brian R. Bartoldson, Bhavya Kailkhura, Abhinav Bhatele, Jonas Geiping, Avi Schwarzschild, Tom Goldstein
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Towards Human-AI Collaboration in Healthcare: Guided Deferral Systems with Large Language Models
Joshua Strong, Qianhui Men, Alison Noble
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Modeling Bilingual Disfluencies with Large Language Models
Negin Raoof, Yating Wu, Carlos Bonilla, Junyi Jessy Li, Stephanie M Grasso, Alex Dimakis, Zoi Gkalitsiou
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
iWISDM: Assessing instruction following in multimodal models at scale
Xiaoxuan Lei, Lucas Gomez, Hao Yuan Bai, Pouya Bashivan
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Multi-Modal and Multi-Agent Systems Meet Rationality: A Survey
Bowen Jiang, Yangxinyu Xie, Xiaomeng Wang, Weijie J Su, Camillo Jose Taylor, Tanwi Mallick
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Verbalized Machine Learning: Revisiting Machine Learning with Language Models
Tim Z. Xiao, Robert Bamler, Bernhard Schölkopf, Weiyang Liu
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
From Words to Worlds: Compositionality for Cognitive Architectures
Ruchira Dhar, Anders Søgaard
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
LLM Sample: part average and part ideal
Sarath Sivaprasad, Pramod Kaushik, Sahar Abdelnabi, Mario Fritz
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Code Agents are State of The Art Software Testers
Niels Mündler, Mark Niklas Mueller, Jingxuan He, Martin Vechev
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Learning sequence models through consolidation
Eleanor Spens, Neil Burgess
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Is Self-knowledge and Action Consistent or Not: Investigating Large Language Model's Personality
Yiming Ai, Zhiwei He, Ziyin Zhang, Wenhong Zhu, Hongkun Hao, Kai Yu, Lingjun Chen, Rui Wang
- Published: 18 Jun 2024, Last Modified: 26 Jul 2024
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone