Vol. 51 No. 1 (2025): Computational Linguistics

Read this issue at MIT Press →

Published: 2025-03-24

Long Paper

Machine Translation Meta Evaluation through Translation Accuracy Challenge Sets

Nikita Moghe, Arnisa Fazla, Chantal Amrhein, Tom Kocmi, Mark Steedman, Alexandra Birch, Rico Sennrich, Liane Guillou
- Article at MIT Press
Compositionality and Sentence Meaning: Comparing Semantic Parsing and Transformers on a Challenging Sentence Similarity Dataset

James Bradley Fodor, Simon De Deyne, Shinsuke Suzuki
- Article at MIT Press
- Presented at ACL 2025

Short Paper

eRST: A Signaled Graph Theory of Discourse Relations and Organization

Amir Zeldes, Tatsuya Aoyama, Yang Janet Liu, Siyao Peng, Debopam Das, Luke Gessler
- Presented at EMNLP 2024
- Article at MIT Press
Evaluating Synthetic Data Generation from User Generated Text

Jenny Chim, Julia Ive, Maria Liakata
- Presented at EMNLP 2024
- Article at MIT Press
Neural Semantic Parsing with Extremely Rich Symbolic Meaning Representations

Xiao Zhang, Gosse Bouma, Johan Bos
- Article at MIT Press
- Presented at ACL 2025

Survey Article

A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions

Junchao Wu, Shu Yang, Runzhe Zhan, Yulin Yuan, Derek Fai Wong, Lidia Sam Chao
- Article at MIT Press
- Presented at EMNLP 2025

Editorial

Editorial: Opening a New Chapter for Computational Linguistics

Wei Lu
- Article at MIT Press

ACL Lifetime Achievement Award

MUCking In, or Fifty Years in Information Extraction

Ralph Grishman
- Article at MIT Press

Book Review

Book Review: Automatic Language Identification in Texts

Tom Lippincott
- Article at MIT Press