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Mrinmaya Sachan

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The ART of LLM Refinement: Ask, Refine, and Trust

Nov 14, 2023
Kumar Shridhar, Koustuv Sinha, Andrew Cohen, Tianlu Wang, Ping Yu, Ram Pasunuru, Mrinmaya Sachan, Jason Weston, Asli Celikyilmaz

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CausalCite: A Causal Formulation of Paper Citations

Nov 05, 2023
Ishan Kumar, Zhijing Jin, Ehsan Mokhtarian, Siyuan Guo, Yuen Chen, Negar Kiyavash, Mrinmaya Sachan, Bernhard Schoelkopf

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Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models

Oct 23, 2023
Yifan Hou, Jiaoda Li, Yu Fei, Alessandro Stolfo, Wangchunshu Zhou, Guangtao Zeng, Antoine Bosselut, Mrinmaya Sachan

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Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models

Oct 20, 2023
Ruida Wang, Wangchunshu Zhou, Mrinmaya Sachan

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A Diachronic Perspective on User Trust in AI under Uncertainty

Oct 20, 2023
Shehzaad Dhuliawala, Vilém Zouhar, Mennatallah El-Assady, Mrinmaya Sachan

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Agents: An Open-source Framework for Autonomous Language Agents

Sep 14, 2023
Wangchunshu Zhou, Yuchen Eleanor Jiang, Long Li, Jialong Wu, Tiannan Wang, Shi Qiu, Jintian Zhang, Jing Chen, Ruipu Wu, Shuai Wang, Shiding Zhu, Jiyu Chen, Wentao Zhang, Ningyu Zhang, Huajun Chen, Peng Cui, Mrinmaya Sachan

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Tokenization and the Noiseless Channel

Jun 29, 2023
Vilém Zouhar, Clara Meister, Juan Luis Gastaldi, Li Du, Mrinmaya Sachan, Ryan Cotterell

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A Formal Perspective on Byte-Pair Encoding

Jun 29, 2023
Vilém Zouhar, Clara Meister, Juan Luis Gastaldi, Li Du, Tim Vieira, Mrinmaya Sachan, Ryan Cotterell

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Can Large Language Models Infer Causation from Correlation?

Jun 09, 2023
Zhijing Jin, Jiarui Liu, Zhiheng Lyu, Spencer Poff, Mrinmaya Sachan, Rada Mihalcea, Mona Diab, Bernhard Schölkopf

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World Models for Math Story Problems

Jun 07, 2023
Andreas Opedal, Niklas Stoehr, Abulhair Saparov, Mrinmaya Sachan

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