ACL

Verb Conjugation in Transformers Is Determined by Linear Encodings of Subject Number

Sophie Hao, Tal Linzen

Comments To appear in Findings of the Association for Computational Linguistics: EMNLP 2023

Mirages: On Anthropomorphism in Dialogue Systems

Gavin Abercrombie, Amanda Cercas Curry, Tanvi Dinkar, Verena Rieser, Zeerak Talat

Comments Accepted for publication at EMNLP. See ACL Anthology for published version

Smooth Sailing: Improving Active Learning for Pre-trained Language Models with Representation Smoothness Analysis

Josip Jukić, Jan Šnajder

Comments Accepted at Learning with Small Data 2023, Association for Computational Linguistics

Manifold-Preserving Transformers are Effective for Short-Long Range Encoding

Ayan Sengupta, Md Shad Akhtar, Tanmoy Chakraborty

Comments 17 pages, 7 figures, 5 tables, Findings of the Association for Computational Linguistics: EMNLP2023

vONTSS: vMF based semi-supervised neural topic modeling with optimal transport

Weijie Xu, Xiaoyu Jiang, Srinivasan H. Sengamedu, Francis Iannacci, Jinjin Zhao

Comments 24 pages, 12 figures, ACL findings 2023

Journal ref ACL Findings 2023

Transformer-Based Language Model Surprisal Predicts Human Reading Times Best with About Two Billion Training Tokens

Byung-Doh Oh, William Schuler

Comments Findings of the Association for Computational Linguistics: EMNLP 2023

Enhancing Document-level Event Argument Extraction with Contextual Clues and Role Relevance

Wanlong Liu, Shaohuan Cheng, Dingyi Zeng, Hong Qu

Comments Findings of ACL2023, correct some mistakes. arXiv admin note: text overlap with arXiv:2310.05116

WSPAlign: Word Alignment Pre-training via Large-Scale Weakly Supervised Span Prediction

Qiyu Wu, Masaaki Nagata, Yoshimasa Tsuruoka

Comments ACL 2023 main conference long paper

FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge

Shangbin Feng, Vidhisha Balachandran, Yuyang Bai, Yulia Tsvetkov

Comments ACL 2023

Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction?

Jiashu Xu, Mingyu Derek Ma, Muhao Chen

Comments 16 pages; ACL 2023; code in https://github.com/luka-group/NLI_as_Indirect_Supervision

Bhasacitra: Visualising the dialect geography of South Asia

Aryaman Arora, Adam Farris, Gopalakrishnan R, Samopriya Basu

Comments 5 pages, 4 figures. Published at LChange'21 workshop located at ACL 2021

Emptying the Ocean with a Spoon: Should We Edit Models?

Yuval Pinter, Michael Elhadad

Comments Findings of ACL: EMNLP 2023

Attention as a Guide for Simultaneous Speech Translation

Sara Papi, Matteo Negri, Marco Turchi

Comments Accepted to ACL 2023

Journal ref Proceedings of ACL 2023

Does Simultaneous Speech Translation need Simultaneous Models?

Sara Papi, Marco Gaido, Matteo Negri, Marco Turchi

Comments Findings of EMNLP 2022

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

FactKG: Fact Verification via Reasoning on Knowledge Graphs

Jiho Kim, Sungjin Park, Yeonsu Kwon, Yohan Jo, James Thorne, Edward Choi

Comments Accepted to ACL 2023

HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level

Haoran Luo, Haihong E, Yuhao Yang, Yikai Guo, Mingzhi Sun, Tianyu Yao, Zichen Tang, Kaiyang Wan, Meina Song, Wei Lin

Comments Accepted by ACL 2023 main conference

Journal ref ACL 2023

NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models

Jongwoo Ko, Seungjoon Park, Yujin Kim, Sumyeong Ahn, Du-Seong Chang, Euijai Ahn, Se-Young Yun

Comments Findings of the Association for Computational Linguistics: EMNLP 2023

Finding the Pillars of Strength for Multi-Head Attention

Jinjie Ni, Rui Mao, Zonglin Yang, Han Lei, Erik Cambria

Comments In Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL 2023)

On Improving Summarization Factual Consistency from Natural Language Feedback

Yixin Liu, Budhaditya Deb, Milagro Teruel, Aaron Halfaker, Dragomir Radev, Ahmed H. Awadallah

Comments ACL 2023 Camera Ready, GitHub Repo: https://github.com/microsoft/DeFacto

Momentum Contrastive Pre-training for Question Answering

Minda Hu, Muzhi Li, Yasheng Wang, Irwin King

Comments This work has been accepted by EMNLP 2022. Reference to ACL Anthology: https://aclanthology.org/2022.emnlp-main.291.pdf

On the Impact of Cross-Domain Data on German Language Models

Amin Dada, Aokun Chen, Cheng Peng, Kaleb E Smith, Ahmad Idrissi-Yaghir, Constantin Marc Seibold, Jianning Li, Lars Heiliger, Xi Yang, Christoph M. Friedrich, Daniel Truhn, Jan Egger, Jiang Bian, Jens Kleesiek, Yonghui Wu

Comments 13 pages, 1 figure, accepted at Findings of the Association for Computational Linguistics: EMNLP 2023

Being Right for Whose Right Reasons?

Terne Sasha Thorn Jakobsen, Laura Cabello, Anders Søgaard

Comments In Proceedings of ACL 2023

Framework for Question-Answering in Sanskrit through Automated Construction of Knowledge Graphs

Hrishikesh Terdalkar, Arnab Bhattacharya

Comments Accepted at 6th International Sanskrit Computational Linguistics Symposium (ISCLS) 2019

Journal ref In Proceedings of the 6th International Sanskrit Computational Linguistics Symposium, 2019, pages 97--116, IIT Kharagpur, India. Association for Computational Linguistics

A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets

Iva Bojic, Josef Halim, Verena Suharman, Sreeja Tar, Qi Chwen Ong, Duy Phung, Mathieu Ravaut, Shafiq Joty, Josip Car

Journal ref 2023.In The Fourth Workshop on Insights from Negative Results in NLP, pages 19-32, Dubrovnik, Croatia. Association for Computational Linguistics

Chandojnanam: A Sanskrit Meter Identification and Utilization System

Hrishikesh Terdalkar, Arnab Bhattacharya

Comments to be published in "18th World Sanskrit Conference (WSC 2023)"

Journal ref In Proceedings of the Computational Sanskrit & Digital Humanities: Selected papers presented at the 18th World Sanskrit Conference, 2023, pages 113--127, Canberra, Australia (Online mode). Association for Computational Linguistics

mGPT: Few-Shot Learners Go Multilingual

Oleh Shliazhko, Alena Fenogenova, Maria Tikhonova, Vladislav Mikhailov, Anastasia Kozlova, Tatiana Shavrina

Comments Accepted for publication at Transactions of the Association for Computational Linguistics (TACL) To be presented at the Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)

Semantic Annotation and Querying Framework based on Semi-structured Ayurvedic Text

Hrishikesh Terdalkar, Arnab Bhattacharya, Madhulika Dubey, Ramamurthy S, Bhavna Naneria Singh

Comments 19 pages including appendix

Journal ref n Proceedings of the Computational Sanskrit & Digital Humanities: Selected papers presented at the 18th World Sanskrit Conference, 2023, pages 155--173, Canberra, Australia (Online mode). Association for Computational Linguistics

Automatic and Human-AI Interactive Text Generation

Yao Dou, Philippe Laban, Claire Gardent, Wei Xu

Comments To appear at ACL 2024, Tutorial

TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs

Aditya Sharma, Apoorv Saxena, Chitrank Gupta, Seyed Mehran Kazemi, Partha Talukdar, Soumen Chakrabarti

Comments 9 pages + references + appendix

Journal ref Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023) pages 2049 to 2060

A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification

Dairui Liu, Derek Greene, Ruihai Dong

Comments Findings of ACL2022