ACL

Cross-lingual Lifelong Learning

Meryem M'hamdi, Xiang Ren, Jonathan May

Comments Camera-Ready Version of this paper published at ACL 2023 (https://aclanthology.org/2023.acl-long.217/)

Improving Radiology Summarization with Radiograph and Anatomy Prompts

Jinpeng Hu, Zhihong Chen, Yang Liu, Xiang Wan, Tsung-Hui Chang

Comments 11 pages, ACL2023 Findings

On Synthetic Data for Back Translation

Jiahao Xu, Yubin Ruan, Wei Bi, Guoping Huang, Shuming Shi, Lihui Chen, Lemao Liu

Journal ref In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 419--430, Seattle, United States. Association for Computational Linguistics

DistillCSE: Distilled Contrastive Learning for Sentence Embeddings

Jiahao Xu, Wei Shao, Lihui Chen, Lemao Liu

Journal ref In Findings of the Association for Computational Linguistics: EMNLP 2023, pages 8153--8165, Singapore. Association for Computational Linguistics

Unsupervised Melody-to-Lyric Generation

Yufei Tian, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Gunnar Sigurdsson, Chenyang Tao, Wenbo Zhao, Yiwen Chen, Tagyoung Chung, Jing Huang, Nanyun Peng

Comments ACL 2023. arXiv admin note: substantial text overlap with arXiv:2305.07760

SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives

Jiahao Xu, Wei Shao, Lihui Chen, Lemao Liu

Journal ref In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 12028--12040, Singapore. Association for Computational Linguistics

Hybrid and Collaborative Passage Reranking

Zongmeng Zhang, Wengang Zhou, Jiaxin Shi, Houqiang Li

Comments Accepted to Findings of ACL 2023

Journal ref In Findings of the Association for Computational Linguistics: ACL 2023, pages 14003-14021

Visually Grounded Continual Language Learning with Selective Specialization

Kyra Ahrens, Lennart Bengtson, Jae Hee Lee, Stefan Wermter

Comments Accepted to EMNLP 2023 Findings

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2023

dIR -- Discrete Information Retrieval: Conversational Search over Unstructured (and Structured) Data with Large Language Models

Pablo M. Rodriguez Bertorello, Jean Rodmond Junior Laguerre

Comments 8 pages, 5 figures, Association for Computational Linguistics

Evaluating the Ripple Effects of Knowledge Editing in Language Models

Roi Cohen, Eden Biran, Ori Yoran, Amir Globerson, Mor Geva

Comments Accepted for publication in Transactions of the Association for Computational Linguistics (TACL), 2024. Author's final version

MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields

Jiaying Lu, Yongchen Qian, Shifan Zhao, Yuanzhe Xi, Carl Yang

Journal ref In Findings of the Association for Computational Linguistics: EMNLP 2023

Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training

Jing Huang, Zhengxuan Wu, Kyle Mahowald, Christopher Potts

Comments Findings of the Association for Computational Linguistics: ACL 2023

Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction

Hanqi Yan, Lin Gui, Gabriele Pergola, Yulan He

Comments ACL2021 Main Conference, Oral paper

Riveter: Measuring Power and Social Dynamics Between Entities

Maria Antoniak, Anjalie Field, Jimin Mun, Melanie Walsh, Lauren F. Klein, Maarten Sap

Journal ref Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics, Volume 3: System Demonstrations, 2023, pages 377-388

Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM

Sahal Shaji Mullappilly, Abdelrahman Shaker, Omkar Thawakar, Hisham Cholakkal, Rao Muhammad Anwer, Salman Khan, Fahad Shahbaz Khan

Comments Accepted to EMNLP 2023 (Findings)

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2023, pages 14126-14136

LDM$^2$: A Large Decision Model Imitating Human Cognition with Dynamic Memory Enhancement

Xingjin Wang, Linjing Li, Daniel Zeng

Comments Findings of the Association for Computational Linguistics: EMNLP 2023

From Ultra-Fine to Fine: Fine-tuning Ultra-Fine Entity Typing Models to Fine-grained

Hongliang Dai, Ziqian Zeng

Comments ACL 2023

On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval

Jiayi Chen, Hanjun Dai, Bo Dai, Aidong Zhang, Wei Wei

Comments Paper published at Findings of the Association for Computational Linguistics: EMNLP, 2023

Transforming Visual Scene Graphs to Image Captions

Xu Yang, Jiawei Peng, Zihua Wang, Haiyang Xu, Qinghao Ye, Chenliang Li, Songfang Huang, Fei Huang, Zhangzikang Li, Yu Zhang

Comments 12 pages, 4 figures, has been accepted by ACL 2023 main conference

Deeply Coupled Cross-Modal Prompt Learning

Xuejing Liu, Wei Tang, Jinghui Lu, Rui Zhao, Zhaojun Guo, Fei Tan

Comments Accepted by ACL 2023 findings

Empathy and Distress Detection using Ensembles of Transformer Models

Tanmay Chavan, Kshitij Deshpande, Sheetal Sonawane

Comments Accepted at the WASSA 2023 workshop at ACL 2023

Plug-and-Play Knowledge Injection for Pre-trained Language Models

Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Huadong Wang, Deming Ye, Chaojun Xiao, Xu Han, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Comments ACL 2023

Tell2Design: A Dataset for Language-Guided Floor Plan Generation

Sicong Leng, Yang Zhou, Mohammed Haroon Dupty, Wee Sun Lee, Sam Conrad Joyce, Wei Lu

Comments Paper published in ACL2023; Area Chair Award; Best Paper Nomination

Probabilistic Transformer: A Probabilistic Dependency Model for Contextual Word Representation

Haoyi Wu, Kewei Tu

Comments Accepted to ACL2023 Findings

Lost in the Middle: How Language Models Use Long Contexts

Nelson F. Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, Percy Liang

Comments 18 pages, 16 figures. Accepted for publication in Transactions of the Association for Computational Linguistics (TACL), 2023

Deep Neural Models for Medical Concept Normalization in User-Generated Texts

Zulfat Miftahutdinov, Elena Tutubalina

Comments This is preprint of the paper "Deep Neural Models for Medical Concept Normalization in User-Generated Texts" to be published at ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Student Research Workshop

Journal ref ACL SRW 2019

Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?

Chengwei Qin, Qian Li, Ruochen Zhao, Shafiq Joty

Comments ACL2023

GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding

Konstantin Yakovlev, Alexander Podolskiy, Andrey Bout, Sergey Nikolenko, Irina Piontkovskaya

Comments ACL 2023

TADA: Task-Agnostic Dialect Adapters for English

Will Held, Caleb Ziems, Diyi Yang

Comments 5 Pages; ACL Findings Paper 2023

DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue

William Held, Christopher Hidey, Fei Liu, Eric Zhu, Rahul Goel, Diyi Yang, Rushin Shah

Comments 9 Pages; ACL Main Conference 2023