"language model agents" Papers

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Abstract Counterfactuals for Language Model Agents

Edoardo Pona, Milad Kazemi Mehrabadi, Yali Du et al.

NEURIPS 2025arXiv:2506.02946
1
citations

Enhancing Language Model Agents using Diversity of Thoughts

Vijay Chandra Lingam, Behrooz Tehrani, sujay sanghavi et al.

ICLR 2025
7
citations

RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code

Dhruv Gautam, Spandan Garg, Jinu Jang et al.

ICLR 2025arXiv:2503.07832
17
citations

Self-Challenging Language Model Agents

Yifei Zhou, Sergey Levine, Jason Weston et al.

NEURIPS 2025arXiv:2506.01716
21
citations

ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL

Yifei Zhou, Andrea Zanette, Jiayi Pan et al.

ICML 2024oralarXiv:2402.19446
135
citations

BAGEL: Bootstrapping Agents by Guiding Exploration with Language

Shikhar Murty, Christopher Manning, Peter Shaw et al.

ICML 2024arXiv:2403.08140
29
citations

Feedback Loops With Language Models Drive In-Context Reward Hacking

Alexander Pan, Erik Jones, Meena Jagadeesan et al.

ICML 2024arXiv:2402.06627
60
citations

Offline Training of Language Model Agents with Functions as Learnable Weights

Shaokun Zhang, Jieyu Zhang, Jiale Liu et al.

ICML 2024arXiv:2402.11359
35
citations