Best Papers/NAACL

NAACL Best Papers

North American Chapter of the ACL

9 papers · 2021–2025

← NAACL Conference Info

🏆 2025(2)

Best Paper Award

InspAIred: Cross-cultural Inspiration Detection and Analysis in Real and LLM-generated Social Media Data

Ignat, Lakshmy, Mihalcea

CultureLLM

Best Paper Award

REL-A.I.: An Interaction-Centered Approach To Measuring Human-LM Reliance

Zhou, Hwang, Ren, Dziri, Jurafsky, Sap

Human-AIReliance

🏆 2024(3)

Outstanding Paper Award

R-Tuning: Instructing Large Language Models to Say 'I Don't Know'

Zhang, Diao, Lin, Fung, Lian, Wang, Chen, Ji, Zhang

LLMCalibration

Best Paper Award

Teaching Language Models to Self-Improve through Interactive Demonstrations

Yu, Peng, Galley, Gao, Yu

LLMSelf-Improvement

Best Paper Award

Visual Grounding Helps Learn Word Meanings in Low-Data Regimes

Zhuang, Fedorenko, Andreas

GroundingLow-Resource

🏆 2022(2)

Best Paper Award

Automatic Correction of Human Translations

Lin, Kovacs, Shastry, Wuebker, DeNero

Machine Translation

Best Paper Award

NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics

Lu, Welleck, West, Jiang, Kasai, Khashabi, Le Bras, Qin, Yu, Zellers, Smith, Choi

Text GenerationDecoding

🏆 2021(2)

Outstanding Paper Award

It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners

Timo Schick, Hinrich Schutze

NLPfew-shot learninglanguage models

Best Paper Award

Video-aided Unsupervised Grammar Induction

Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo

NLPgrammar inductionmultimodal

Best Papers/NAACL

NAACL Best Papers

North American Chapter of the ACL

9 papers · 2021–2025

← NAACL Conference Info

🏆 2025(2)

Best Paper Award

InspAIred: Cross-cultural Inspiration Detection and Analysis in Real and LLM-generated Social Media Data

Ignat, Lakshmy, Mihalcea

CultureLLM

Best Paper Award

REL-A.I.: An Interaction-Centered Approach To Measuring Human-LM Reliance

Zhou, Hwang, Ren, Dziri, Jurafsky, Sap

Human-AIReliance

🏆 2024(3)

Outstanding Paper Award

R-Tuning: Instructing Large Language Models to Say 'I Don't Know'

Zhang, Diao, Lin, Fung, Lian, Wang, Chen, Ji, Zhang

LLMCalibration

Best Paper Award

Teaching Language Models to Self-Improve through Interactive Demonstrations

Yu, Peng, Galley, Gao, Yu

LLMSelf-Improvement

Best Paper Award

Visual Grounding Helps Learn Word Meanings in Low-Data Regimes

Zhuang, Fedorenko, Andreas

GroundingLow-Resource

🏆 2022(2)

Best Paper Award

Automatic Correction of Human Translations

Lin, Kovacs, Shastry, Wuebker, DeNero

Machine Translation

Best Paper Award

NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics

Lu, Welleck, West, Jiang, Kasai, Khashabi, Le Bras, Qin, Yu, Zellers, Smith, Choi

Text GenerationDecoding

🏆 2021(2)

Outstanding Paper Award

It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners

Timo Schick, Hinrich Schutze

NLPfew-shot learninglanguage models

Best Paper Award

Video-aided Unsupervised Grammar Induction

Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo

NLPgrammar inductionmultimodal