ACL

DMDD: A Large-Scale Dataset for Dataset Mentions Detection

Huitong Pan, Qi Zhang, Eduard Dragut, Cornelia Caragea, Longin Jan Latecki

Comments Pre-MIT Press publication version. Submitted to TACL

Journal ref Transactions of the Association for Computational Linguistics. 11 (2023) 1132-1146

One Sense per Translation

Bradley Hauer, Grzegorz Kondrak

Comments To be published at IJCNLP-AACL 2023: The 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics

CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation

Rahul Madhavan, Rishabh Garg, Kahini Wadhawan, Sameep Mehta

Comments 19 pages, 10 figures. Findings of ACL 2023

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

Char-RNN for Word Stress Detection in East Slavic Languages

Ekaterina Chernyak, Maria Ponomareva, Kirill Milintsevich

Comments Proceedings of the Sixth Workshop on NLP for Similar Languages, Varieties and Dialects at NAACL-2019

Journal ref 2019, In Proceedings of the Sixth Workshop on NLP for Similar Languages, Varieties and Dialects, pages 35-41,TOBEFILLED-Ann Arbor, Michigan, Association for Computational Linguistics

Measuring the Instability of Fine-Tuning

Yupei Du, Dong Nguyen

Comments 20 pages, 26 Figures, accepted to ACL 2023 main conference

On Dataset Transferability in Active Learning for Transformers

Fran Jelenić, Josip Jukić, Nina Drobac, Jan Šnajder

Comments Findings of the Association for Computational Linguistics: ACL 2023

Extending Logic Explained Networks to Text Classification

Rishabh Jain, Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Davide Buffelli, Pietro Lio

Comments Accepted as short paper at the EMNLP 2022 conference

Journal ref Proceedings of the 2022 EMNLP Conference , pages 8838-8857. ACL (2022)

A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots

Sai Zhang, Yuwei Hu, Yuchuan Wu, Jiaman Wu, Yongbin Li, Jian Sun, Caixia Yuan, Xiaojie Wang

Comments Accepted by ACL 2022 Findings

Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control

Xiang Fan, Yiwei Lyu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency

Comments Accepted to ACL Findings 2023

GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic Evaluation

Tatsuya Aoyama, Shabnam Behzad, Luke Gessler, Lauren Levine, Jessica Lin, Yang Janet Liu, Siyao Peng, Yilun Zhu, Amir Zeldes

Comments Camera-ready for LAW-XVII collocated with ACL 2023

How-to Guides for Specific Audiences: A Corpus and Initial Findings

Nicola Fanton, Agnieszka Falenska, Michael Roth

Comments ACL 2023 best student paper

FIREBALL: A Dataset of Dungeons and Dragons Actual-Play with Structured Game State Information

Andrew Zhu, Karmanya Aggarwal, Alexander Feng, Lara J. Martin, Chris Callison-Burch

Comments 21 pages, 2 figures. Accepted at ACL 2023

Journal ref Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023, pp. 4171-4193

CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story Understanding

Yijiang River Dong, Lara J. Martin, Chris Callison-Burch

Comments Accepted to Findings of ACL 2023

Journal ref Findings of ACL 2023, pp. 13152-13168

RedPenNet for Grammatical Error Correction: Outputs to Tokens, Attentions to Spans

Bohdan Didenko, Andrii Sameliuk

Journal ref @inproceedings{didenko-sameliuk-2023-redpennet, month = may, year = "2023", publisher = "Association for Computational Linguistics", pages = "121--131", }

Cross-lingual Data Augmentation for Document-grounded Dialog Systems in Low Resource Languages

Qi Gou, Zehua Xia, Wenzhe Du

Comments The Third DialDoc Workshop at ACL 2023, https://aclanthology.org/2023.dialdoc-1.1

ACTC: Active Threshold Calibration for Cold-Start Knowledge Graph Completion

Anastasiia Sedova, Benjamin Roth

Comments ACL'23

Journal ref Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 1853-1863, July 2023, Toronto, Canada

Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation

Itay Yair, Hillel Taub-Tabib, Yoav Goldberg

Comments 9 pages including citations; Presented at the ACL 2023 DEMO track, pages 282-290

Journal ref Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), Pages 282-290, Toronto, Canada, July 2023

RADE: Reference-Assisted Dialogue Evaluation for Open-Domain Dialogue

Zhengliang Shi, Weiwei Sun, Shuo Zhang, Zhen Zhang, Pengjie Ren, Zhaochun Ren

Comments 19 pages, Accepted by ACL2023 main conference

Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection

Erik Arakelyan, Arnav Arora, Isabelle Augenstein

Comments ACL 2023 (Oral)

Weaker Than You Think: A Critical Look at Weakly Supervised Learning

Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow

Comments ACL 2023, oral presentation

SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres

Shumin Deng, Shengyu Mao, Ningyu Zhang, Bryan Hooi

Comments Accepted by ACL 2023 Main Conference. Code is released at \url{https://github.com/zjunlp/SPEECH}

Decouple knowledge from parameters for plug-and-play language modeling

Xin Cheng, Yankai Lin, Xiuying Chen, Dongyan Zhao, Rui Yan

Comments ACL2023 Findings

Black-box language model explanation by context length probing

Ondřej Cífka, Antoine Liutkus

Comments 11 pages, 9 figures. ACL 2023 short paper camera-ready. Demos at https://cifkao.github.io/context-probing/ and https://huggingface.co/spaces/cifkao/context-probing ; code at https://github.com/cifkao/context-probing/

Journal ref Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) (2023), 1067--1079

Reasoning with Language Model Prompting: A Survey

Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen

Comments ACL 2023, 24 pages, add references of theoretical analysis

ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning

Shachar Don-Yehiya, Elad Venezian, Colin Raffel, Noam Slonim, Yoav Katz, Leshem Choshen

Comments ACL 23

Pre-train, Prompt and Recommendation: A Comprehensive Survey of Language Modelling Paradigm Adaptations in Recommender Systems

Peng Liu, Lemei Zhang, Jon Atle Gulla

Comments Accepted for publication at Transactions of the Association for Computational Linguistics (TACL) in September 2023

Do PLMs Know and Understand Ontological Knowledge?

Weiqi Wu, Chengyue Jiang, Yong Jiang, Pengjun Xie, Kewei Tu

Comments Accepted by ACL 2023 (Outstanding Paper Award)

Data Curation Alone Can Stabilize In-context Learning

Ting-Yun Chang, Robin Jia

Comments ACL 2023 camera-ready

Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation

Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur

Comments Accepted at ACL 2022 main conference. 16 pages, 9 figures, 9 tables

Can NLP Models 'Identify', 'Distinguish', and 'Justify' Questions that Don't have a Definitive Answer?

Ayushi Agarwal, Nisarg Patel, Neeraj Varshney, Mihir Parmar, Pavan Mallina, Aryan Bhavin Shah, Srihari Raju Sangaraju, Tirth Patel, Nihar Thakkar, Chitta Baral

Comments TrustNLP Workshop at ACL 2023