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Best Papers/ACL

ACL Best Papers

Annual Meeting of the Association for Computational Linguistics

15 papers · 2020–2025

← ACL 학회 정보

🏆 2025(4)

Best Paper Award
A Theory of Response Sampling in LLMs: Part Descriptive and Part Prescriptive
Sivaprasad, Kaushik, Abdelnabi, Fritz
LLMTheory
Best Paper Award
Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs
Wang, Phan, Ho, Koyejo
FairnessLLM
Best Paper Award
Language Models Resist Alignment: Evidence From Data Compression
Ji, Wang, Qiu, Chen, Zhou, Li, Lou, Dai, Liu, Yang
LLMAlignment
Best Paper Award
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention
Yuan, Gao, Dai, Luo, Zhao, Zhang, Xie, Wei, Wang, Xiao, Wang, Ruan, Zhang, Liang, Zeng
AttentionEfficiency

🏆 2024(2)

Best Paper Award
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model
Üstün et al.
MultilingualInstruction Tuning
Best Paper Award
Mission: Impossible Language Models
Kallini et al.
Language ModelsTheory

🏆 2023(3)

Best Paper Award
Do Androids Laugh at Electric Sheep? Humor Understanding Benchmarks from The New Yorker Caption Contest
Hessel et al.
HumorBenchmark
Best Paper Award
What the DAAM: Interpreting Stable Diffusion Using Cross Attention
Raphael Tang, Linqing Liu, Akshat Pandey, Zhiying Jiang, Gefei Yang, Karun Kumar, Pontus Stenetorp, Jimmy Lin
Best Paper Award
From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models
Shangbin Feng, Chan Young Park, Yuhan Liu, Yulia Tsvetkov
Object Tracking

🏆 2022(4)

Best Paper Award
Learned Incremental Representations for Parsing
Kitaev et al.
ParsingRepresentations
Best Paper Award
Requirements and Motivations of Low-Resource Speech Synthesis for Language Revitalization
Aidan Pine, Dan Wells, Nathan Brinklow, Patrick William Littell, Korin Richmond
Speech SynthesisSynthesis
Best Paper Award
DiBiMT: A Novel Benchmark for Measuring Word Sense Disambiguation Biases in Machine Translation
Niccolò Campolungo, Federico Martelli, Francesco Saina, Roberto Navigli
Machine TranslationBenchmarkingWord Sense Disambiguation
Best Paper Award
KinyaBERT: a Morphology-aware Kinyarwanda Language Model
Antoine Nzeyimana, Andre Niyongabo Rubung
Language Models

🏆 2021(1)

Best Paper Award
Vocabulary Learning via Optimal Transport for Neural Machine Translation
Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li
NLPmachine translationoptimal transport

🏆 2020(1)

Best Paper Award
Beyond Accuracy: Behavioral Testing of NLP models with Checklist
Marco Tulio Ribeiro, Tongshuang Wu, Carlos Guestrin, Sameer Singh

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