ACL

Style Vectors for Steering Generative Large Language Model

Kai Konen, Sophie Jentzsch, Diaoulé Diallo, Peer Schütt, Oliver Bensch, Roxanne El Baff, Dominik Opitz, Tobias Hecking

Comments Will be published as findings paper at EACL2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics

Sequence Shortening for Context-Aware Machine Translation

Paweł Mąka, Yusuf Can Semerci, Jan Scholtes, Gerasimos Spanakis

Comments Findings of the ACL: EACL 2024

Computational Morphology and Lexicography Modeling of Modern Standard Arabic Nominals

Christian Khairallah, Reham Marzouk, Salam Khalifa, Mayar Nassar, Nizar Habash

Comments Findings of the Association for Computational Linguistics: EACL 2024

Scaling up Discovery of Latent Concepts in Deep NLP Models

Majd Hawasly, Fahim Dalvi, Nadir Durrani

Comments 14 pages, accepted to The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024)

Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca

Pinzhen Chen, Shaoxiong Ji, Nikolay Bogoychev, Andrey Kutuzov, Barry Haddow, Kenneth Heafield

Comments Accepted to Findings of ACL: EACL 2024. Added human evaluation and shortened writing

A Comparative Analysis of Noise Reduction Methods in Sentiment Analysis on Noisy Bangla Texts

Kazi Toufique Elahi, Tasnuva Binte Rahman, Shakil Shahriar, Samir Sarker, Md. Tanvir Rouf Shawon, G. M. Shahariar

Comments Accepted in The 9th Workshop on Noisy and User-generated Text (W-NUT), 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024)

Incorporating Attribution Importance for Improving Faithfulness Metrics

Zhixue Zhao, Nikolaos Aletras

Comments Accepted at ACL2023

ConvGQR: Generative Query Reformulation for Conversational Search

Fengran Mo, Kelong Mao, Yutao Zhu, Yihong Wu, Kaiyu Huang, Jian-Yun Nie

Comments Published at ACL 2023

Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning

Lifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu, Caiming Xiong, Yingbo Zhou

Comments Accepted to the Finding of the ACL: EACL 2024

DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles

Tanishq Gupta, Mohd Zaki, Devanshi Khatsuriya, Kausik Hira, N. M. Anoop Krishnan, Mausam

Comments Accepted long paper at ACL 2023 (https://2023.aclweb.org/program/accepted_main_conference/)

A* shortest string decoding for non-idempotent semirings

Kyle Gorman, Cyril Allauzen

Comments Ten pages, two figures. To appear in the proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics

What the Weight?! A Unified Framework for Zero-Shot Knowledge Composition

Carolin Holtermann, Markus Frohmann, Navid Rekabsaz, Anne Lauscher

Comments Accepted to Findings of the ACL: EACL 2024

Anisotropy Is Inherent to Self-Attention in Transformers

Nathan Godey, Éric de la Clergerie, Benoît Sagot

Comments Proceedings of EACL 2024. A previous version of the paper, published as arXiv:2306.07656, was presented at ACL-SRW 2023 (non-archival)

Modularized Zero-shot VQA with Pre-trained Models

Rui Cao, Jing Jiang

Comments accepted as Findings in ACL 2023; Code available: https://github.com/abril4416/Mod-Zero-VQA

Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification Using Graph Neural Networks?

Margarita Bugueño, Gerard de Melo

Comments Accepted to Findings of the Association for Computational Linguistics: EMNLP 2023 (Long Paper). 17 pages, 2 figures, 15 tables. The Appendix starts on page 12

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2023, pages 8943-8960

End-to-End Argument Mining over Varying Rhetorical Structures

Elena Chistova

Journal ref Findings of the Association for Computational Linguistics: ACL 2023, 3376-3391

Large Language Models for Scientific Information Extraction: An Empirical Study for Virology

Mahsa Shamsabadi, Jennifer D'Souza, Sören Auer

Comments 8 pages, 6 figures, Accepted as Findings of the ACL: EACL 2024

ColorCode: A Bayesian Approach to Augmentative and Alternative Communication with Two Buttons

Matthew Daly

Comments 7 pages, 3 figures, SLPAT Workshop - ACL 2022

Adapting Text-based Dialogue State Tracker for Spoken Dialogues

Jaeseok Yoon, Seunghyun Hwang, Ran Han, Jeonguk Bang, Kee-Eung Kim

Comments 8 pages, 5 figures, In Proceedings of The Eleventh Dialog System Technology Challenge, Association for Computational Linguistics

On the Efficacy of Sampling Adapters

Clara Meister, Tiago Pimentel, Luca Malagutti, Ethan G. Wilcox, Ryan Cotterell

Comments ACL 2023 Main Conference Proceedings

Analyzing Wrap-Up Effects through an Information-Theoretic Lens

Clara Meister, Tiago Pimentel, Thomas Hikaru Clark, Ryan Cotterell, Roger Levy

Comments ACL 2022 (main conference)

Lon-ea at SemEval-2023 Task 11: A Comparison of Activation Functions for Soft and Hard Label Prediction

Peyman Hosseini, Mehran Hosseini, Sana Sabah Al-Azzawi, Marcus Liwicki, Ignacio Castro, Matthew Purver

Comments Accepted in ACL 2023 SemEval Workshop as selected task paper

ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision

Anastasiia Sedova, Benjamin Roth

Comments EMNLP'23

Journal ref In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 4162-4176, Singapore. Association for Computational Linguistics

Conflicts, Villains, Resolutions: Towards models of Narrative Media Framing

Lea Frermann, Jiatong Li, Shima Khanehzar, Gosia Mikolajczak

Comments Published in ACL 2023

Journal ref ACL 2023

Neural Networks Against (and For) Self-Training: Classification with Small Labeled and Large Unlabeled Sets

Payam Karisani

Comments ACL Findings 2023

BSpell: A CNN-Blended BERT Based Bangla Spell Checker

Chowdhury Rafeed Rahman, MD. Hasibur Rahman, Samiha Zakir, Mohammad Rafsan, Mohammed Eunus Ali

Journal ref Association for Computational Linguistics, 2023

Solving Math Word Problems via Cooperative Reasoning induced Language Models

Xinyu Zhu, Junjie Wang, Lin Zhang, Yuxiang Zhang, Ruyi Gan, Jiaxing Zhang, Yujiu Yang

Comments Accepted to ACL 2023 Main Conference; Camera Ready

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