ACL

Enhancing Plagiarism Detection in Marathi with a Weighted Ensemble of TF-IDF and BERT Embeddings for Low-Resource Language Processing

Atharva Mutsaddi, Aditya Choudhary

Comments Accepted into LoResLM: The First Workshop on Language Models for Low-Resource Languages, colocated with COLING 2025 and set to be published into ACL Anthology

RDRec: Rationale Distillation for LLM-based Recommendation

Xinfeng Wang, Jin Cui, Yoshimi Suzuki, Fumiyo Fukumoto

Comments 10 pages. Accepted to ACL 2024 Main as a short paper

BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study

Atharva Mutsaddi, Anvi Jamkhande, Aryan Thakre, Yashodhara Haribhakta

Comments Accepted into IndoNLP: The First Workshop on Natural Language Processing for Indo-Aryan and Dravidian Languages, collocated with COLING 2025. Set to appear in the workshop proceedings published in ACL Anthology

Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning

Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell

Comments NAACL-HLT 2022 Industry Track

Journal ref Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track

Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages

Shivanshu Gupta, Yoshitomo Matsubara, Ankit Chadha, Alessandro Moschitti

Comments Accepted at ACL 2023 as a long paper (Findings). Datasets are available at https://huggingface.co/datasets/AmazonScience/xtr-wiki_qa and https://huggingface.co/datasets/AmazonScience/tydi-as2

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

Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems

Yoshitomo Matsubara, Luca Soldaini, Eric Lind, Alessandro Moschitti

Comments Accepted to EMNLP 2022 as a long paper (Findings). Model code is available at https://github.com/amazon-research/wqa-cerberus

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2022

LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts

Helia Hashemi, Jason Eisner, Corby Rosset, Benjamin Van Durme, Chris Kedzie

Comments Updated version of 17 June 2024

Journal ref Proceedings of ACL 2024 (Volume 1: Long Papers), pp. 13806-13834

From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression

Eunseong Choi, Sunkyung Lee, Minjin Choi, June Park, Jongwuk Lee

Comments Findings of the Association for Computational Linguistics: EMNLP 2024; 21 pages; 10 figures and 7 tables. Code available at https://github.com/eunseongc/R2C

AnglE-optimized Text Embeddings

Xianming Li, Jing Li

Comments Published at the Proceedings of ACL24. AoE: Angle-optimized Embeddings for Semantic Textual Similarity (https://aclanthology.org/2024.acl-long.101/)

Synchronized Video Storytelling: Generating Video Narrations with Structured Storyline

Dingyi Yang, Chunru Zhan, Ziheng Wang, Biao Wang, Tiezheng Ge, Bo Zheng, Qin Jin

Comments 15 pages, 13 figures

Journal ref https://aclanthology.org/2024.acl-long.513/

World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Language Models

Ziqiao Ma, Jiayi Pan, Joyce Chai

Comments ACL 2023 Outstanding Paper

Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts

Zhuo Chen, Xinyu Wang, Yong Jiang, Pengjun Xie, Fei Huang, Kewei Tu

Comments ACL2024 Findings

Systematic Evaluation of Long-Context LLMs on Financial Concepts

Lavanya Gupta, Saket Sharma, Yiyun Zhao

Comments Accepted at EMNLP 2024

Journal ref In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing Industry Track, Miami, Florida, US, Association for Computational Linguistics

An Incremental Clustering Baseline for Event Detection on Twitter

Marjolaine Ray, Qi Wang, Frédérique Mélanie-Becquet, Thierry Poibeau, Béatrice Mazoyer

Journal ref Proceedings of the Workshop on the Future of Event Detection (FuturED), ACL, Nov 2024, Miami, United States. pp.18-24

Mention Attention for Pronoun Translation

Gongbo Tang, Christian Hardmeier

Comments camera-ready version of the paper accepted by JCRAI-23 conference, in ACL format

STICKERCONV: Generating Multimodal Empathetic Responses from Scratch

Yiqun Zhang, Fanheng Kong, Peidong Wang, Shuang Sun, Lingshuai Wang, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song

Journal ref Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 7707-7733, Bangkok, Thailand, August 2024

Pareto Optimal Learning for Estimating Large Language Model Errors

Theodore Zhao, Mu Wei, J. Samuel Preston, Hoifung Poon

Journal ref Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2024

UOR: Universal Backdoor Attacks on Pre-trained Language Models

Wei Du, Peixuan Li, Boqun Li, Haodong Zhao, Gongshen Liu

Comments ACL-Findings 2024

Class-RAG: Real-Time Content Moderation with Retrieval Augmented Generation

Jianfa Chen, Emily Shen, Trupti Bavalatti, Xiaowen Lin, Yongkai Wang, Shuming Hu, Harihar Subramanyam, Ksheeraj Sai Vepuri, Ming Jiang, Ji Qi, Li Chen, Nan Jiang, Ankit Jain

Comments 11 pages, submit to ACL

A Hypothesis-Driven Framework for the Analysis of Self-Rationalising Models

Marc Braun, Jenny Kunz

Journal ref Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop 2024

IMGTB: A Framework for Machine-Generated Text Detection Benchmarking

Michal Spiegel, Dominik Macko

Journal ref ACL 2024 System Demonstrations

DITTO: Data-efficient and Fair Targeted Subset Selection for ASR Accent Adaptation

Suraj Kothawade, Anmol Mekala, Chandra Sekhara D, Mayank Kothyari, Rishabh Iyer, Ganesh Ramakrishnan, Preethi Jyothi

Comments ACL 2023

Journal ref Proceedings of the Association for Computational Linguistics ACL 2023, 5810-5822

Self-Adaptive Paraphrasing and Preference Learning for Improved Claim Verifiability

Amelie Wührl, Roman Klinger

Comments Under review at ACL ARR

Attention with Dependency Parsing Augmentation for Fine-Grained Attribution

Qiang Ding, Lvzhou Luo, Yixuan Cao, Ping Luo

Comments 16 pages, 7 figures, submitted to ACL ARR 2024 October

Cross-Document Event-Keyed Summarization

William Walden, Pavlo Kuchmiichuk, Alexander Martin, Chihsheng Jin, Angela Cao, Claire Sun, Curisia Allen, Aaron Steven White

Comments ACL Rolling Review long paper (in submission)

The statistical advantage of automatic NLG metrics at the system level

Johnny Tian-Zheng Wei, Robin Jia

Comments ACL 2021 (with reduced notation)

Strategic Insights in Human and Large Language Model Tactics at Word Guessing Games

Matīss Rikters, Sanita Reinsone

Journal ref Published in the 4th Wordplay: When Language Meets Games Workshop @ ACL 2024

ReFT: Reasoning with Reinforced Fine-Tuning

Trung Quoc Luong, Xinbo Zhang, Zhanming Jie, Peng Sun, Xiaoran Jin, Hang Li

Comments ACL 2024 main conference; adjust with reviewer comments; 13 pages

Word Sense Linking: Disambiguating Outside the Sandbox

Andrei Stefan Bejgu, Edoardo Barba, Luigi Procopio, Alberte Fernández-Castro, Roberto Navigli

Journal ref Findings of the Association for Computational Linguistics ACL 2024, 2024, 14332-14347

Source-Free Domain Adaptation for Question Answering with Masked Self-training

M. Yin, B. Wang, Y. Dong, C. Ling

Journal ref Transactions of the Association for Computational Linguistics, Volume 12, Pages 721-737, 2024/6/15