ACL 2023

2,767 papers

Balancing Lexical and Semantic Quality in Abstractive Summarization

Jeewoo Sul, Yong Suk Choi

A Holistic Approach to Reference-Free Evaluation of Machine Translation

Hanming Wu, Wenjuan Han, Hui Di, Yufeng Chen, Jinan Xu

Morphological Inflection with Phonological Features

David Guriel, Omer Goldman, Reut Tsarfaty

Probing Physical Reasoning with Counter-Commonsense Context

Kazushi Kondo, Saku Sugawara, Akiko Aizawa

Substitution-based Semantic Change Detection using Contextual Embeddings

Dallas Card

TwistList: Resources and Baselines for Tongue Twister Generation

Tyler Loakman, Chen Tang, Chenghua Lin

Robust Learning for Multi-party Addressee Recognition with Discrete Addressee Codebook

Pengcheng Zhu, Wei Zhou, Kuncai Zhang, Yuankai Ma, Haiqing Chen

Going Beyond Sentence Embeddings: A Token-Level Matching Algorithm for Calculating Semantic Textual Similarity

Hongwei Wang, Dong Yu

Measuring the Effect of Influential Messages on Varying Personas

Chenkai Sun, Jinning Li, Hou Pong Chan, ChengXiang Zhai, Heng Ji

KNOW How to Make Up Your Mind! Adversarially Detecting and Alleviating Inconsistencies in Natural Language Explanations

Myeongjun Jang, Bodhisattwa Prasad Majumder, Julian McAuley, Thomas Lukasiewicz, Oana-Maria Camburu

MIReAD: Simple Method for Learning High-quality Representations from Scientific Documents

Anastasiia Razdaibiedina, Aleksandr Brechalov

Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models

Ehsan Doostmohammadi, Tobias Norlund, Marco Kuhlmann, Richard Johansson

On the Interpretability and Significance of Bias Metrics in Texts: a PMI-based Approach

Francisco Valentini, Germán Rosati, Damian Blasi, Diego Fernández Slezak, Edgar Altszyler

MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models

Masoud Monajatipoor, Liunian Harold Li, Mozhdeh Rouhsedaghat, Lin Yang, Kai-Wei Chang

Efficient Diagnosis Assignment Using Unstructured Clinical Notes

Louis Blankemeier, Jason Fries, Robert Tinn, Joseph Preston, Nigam Shah

Toward Expanding the Scope of Radiology Report Summarization to Multiple Anatomies and Modalities

Zhihong Chen, Maya Varma, Xiang Wan, Curtis Langlotz, Jean-Benoit Delbrouck

Context-Aware Transformer Pre-Training for Answer Sentence Selection

Luca Di Liello, Siddhant Garg, Alessandro Moschitti

Zero-shot Cross-lingual Transfer With Learned Projections Using Unlabeled Target-Language Data

Ujan Deb, Ridayesh Parab, Preethi Jyothi

Grokking of Hierarchical Structure in Vanilla Transformers

Shikhar Murty, Pratyusha Sharma, Jacob Andreas, Christopher Manning

Credible without Credit: Domain Experts Assess Generative Language Models

Denis Peskoff, Brandon Stewart

Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications

Jatin Arora, Youngja Park

Improving Syntactic Probing Correctness and Robustness with Control Tasks

Weicheng Ma, Brian Wang, Hefan Zhang, Lili Wang, Rolando Coto-Solano

Nichelle and Nancy: The Influence of Demographic Attributes and Tokenization Length on First Name Biases

Haozhe An, Rachel Rudinger

BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering

Jie He, Simon U, Víctor Gutiérrez-Basulto, Jeff Pan

Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages

Yasmine Karoui, Rémi Lebret, Negar Foroutan Eghlidi, Karl Aberer

PLUE: Language Understanding Evaluation Benchmark for Privacy Policies in English

Jianfeng Chi, Wasi Uddin Ahmad, Yuan Tian, Kai-Wei Chang

Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions

Himanshu Thakur, Atishay Jain, Praneetha Vaddamanu, Paul Pu Liang, Louis-Philippe Morency

Abstractive Summarizers are Excellent Extractive Summarizers

Daniel Varab, Yumo Xu

Characterization of Stigmatizing Language in Medical Records

Keith Harrigian, Ayah Zirikly, Brant Chee, Alya Ahmad, Anne Links

Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis

Xuming Hu, Zhijiang Guo, Zhiyang Teng, Irwin King, Philip S. Yu

COGEN: Abductive Commonsense Language Generation

Rohola Zandie, Danny Brahman, Mohammad Mahoor

Faithfulness Tests for Natural Language Explanations

Pepa Atanasova, Oana-Maria Camburu, Christina Lioma, Thomas Lukasiewicz, Jakob Grue Simonsen

Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge Transfer

Xingtai Lv, Ning Ding, Yujia Qin, Zhiyuan Liu, Maosong Sun

Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion

Ananjan Nandi, Navdeep Kaur, Parag Singla, Mausam

A Natural Bias for Language Generation Models

Clara Meister, Wojciech Stokowiec, Tiago Pimentel, Lei Yu, Laura Rimell

Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Experts

Skyler Hallinan, Alisa Liu, Yejin Choi, Maarten Sap

Covering Uncommon Ground: Gap-Focused Question Generation for Answer Assessment

Roni Rabin, Alexandre Djerbetian, Roee Engelberg, Lidan Hackmon, Gal Elidan

mOKB6: A Multilingual Open Knowledge Base Completion Benchmark

Shubham Mittal, Keshav Kolluru, Soumen Chakrabarti, Mausam

BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases

Xin Liu, Muhammad Khalifa, Lu Wang

A Weakly Supervised Classifier and Dataset of White Supremacist Language

Michael Miller Yoder, Ahmad Diab, David West Brown, Kathleen M. Carley

HiPool: Modeling Long Documents Using Graph Neural Networks

Irene Li, Aosong Feng, Dragomir Radev, Rex Ying

Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques

Daking Rai, bailin wang, Yilun Zhou, Ziyu Yao

Scaling in Cognitive Modelling: a Multilingual Approach to Human Reading Times

Andrea de Varda, Marco Marelli

Multi-Document Summarization with Centroid-Based Pretraining

Ratish Surendran Puduppully, Parag Jain, Nancy Chen, Mark Steedman

Dataset Distillation with Attention Labels for Fine-tuning BERT

Aru Maekawa, Naoki Kobayashi, Kotaro Funakoshi, Manabu Okumura

Improving Low-resource Named Entity Recognition with Graph Propagated Data Augmentation

Jiong Cai, Shen Huang, Yong Jiang, Zeqi Tan, Pengjun Xie

xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages

Mingda Chen, Kevin Heffernan, Onur Çelebi, Alexandre Mourachko, Holger Schwenk

Metaphor Detection via Explicit Basic Meanings Modelling

Yucheng Li, Shun Wang, Chenghua Lin, Frank Guerin

Tracing Linguistic Markers of Influence in a Large Online Organisation

Prashant Khare, Ravi Shekhar, Vanja Mladen Karan, Stephen McQuistin, Colin Perkins

Analyzing Text Representations by Measuring Task Alignment

Cesar Gonzalez-Gutierrez, Audi Primadhanty, Francesco Cazzaro, Ariadna Quattoni

A Fast Algorithm for Computing Prefix Probabilities

Franz Nowak, Ryan Cotterell

Bootstrapping Neural Relation and Explanation Classifiers

Zheng Tang, Mihai Surdeanu

Ellipsis-Dependent Reasoning: a New Challenge for Large Language Models

Daniel Hardt

Transformed Protoform Reconstruction

Young Min Kim, Kalvin Chang, Chenxuan Cui, David R. Mortensen

Back to Patterns: Efficient Japanese Morphological Analysis with Feature-Sequence Trie

Naoki Yoshinaga

Should you marginalize over possible tokenizations?

Nadezhda Chirkova, Germán Kruszewski, Jos Rozen, Marc Dymetman

RARR: Researching and Revising What Language Models Say, Using Language Models

Luyu Gao, Zhuyun Dai, Panupong Pasupat, Anthony Chen, Arun Tejasvi Chaganty

A Neural Divide-and-Conquer Reasoning Framework for Image Retrieval from Linguistically Complex Text

Yunxin Li, Baotian Hu, Yuxin Ding, Lin Ma, Min Zhang

DEplain: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document Simplification

Regina Stodden, Omar Momen, Laura Kallmeyer

UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective

Yang Ping, Junyu Lu, Ruyi Gan, Junjie Wang, Yuxiang Zhang

MeetingBank: A Benchmark Dataset for Meeting Summarization

Yebowen Hu, Timothy Ganter, Hanieh Deilamsalehy, Franck Dernoncourt, Hassan Foroosh

LENS: A Learnable Evaluation Metric for Text Simplification

Mounica Maddela, Yao Dou, David Heineman, Wei Xu

Prototype-Guided Pseudo Labeling for Semi-Supervised Text Classification

Weiyi Yang, Richong Zhang, Junfan Chen, Lihong Wang, Jaein Kim

What Do NLP Researchers Believe? Results of the NLP Community Metasurvey

Julian Michael, Ari Holtzman, Alicia Parrish, Aaron Mueller, Alex Wang

FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction

Tianshuo Peng, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao

IDRISI-RA: The First Arabic Location Mention Recognition Dataset of Disaster Tweets

Reem Suwaileh, Muhammad Imran, Tamer Elsayed

Character-Aware Models Improve Visual Text Rendering

Rosanne Liu, Dan Garrette, Chitwan Saharia, William Chan, Adam Roberts

SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations

Paul-Ambroise Duquenne, Hongyu Gong, Ning Dong, Jingfei Du, Ann Lee

Facilitating Fine-grained Detection of Chinese Toxic Language: Hierarchical Taxonomy, Resources, and Benchmarks

Junyu Lu, Bo Xu, Xiaokun Zhang, Changrong Min, Liang Yang

Discriminative Reasoning with Sparse Event Representation for Document-level Event-Event Relation Extraction

Changsen Yuan, Heyan Huang, Yixin Cao, Yonggang Wen

DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains

Yanis Labrak, Adrien Bazoge, Richard Dufour, Mickael Rouvier, Emmanuel Morin

FactKG: Fact Verification via Reasoning on Knowledge Graphs

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

Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning

Alexander Hanbo Li, Mingyue Shang, Evangelia Spiliopoulou, Jie Ma, Patrick Ng

Analyzing Transformers in Embedding Space

Guy Dar, Mor Geva, Ankit Gupta, Jonathan Berant

Evaluate AMR Graph Similarity via Self-supervised Learning

Ziyi Shou, Fangzhen Lin

Crosslingual Generalization through Multitask Finetuning

Niklas Muennighoff, Thomas Wang, Lintang Sutawika, Adam Roberts, Stella Biderman

Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language Learning

Shivaen Ramshetty, Gaurav Verma, Srijan Kumar

Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction

Qi Sun, Kun Huang, Xiaocui Yang, Pengfei Hong, Kun Zhang

INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation

Wenhao Zhu, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen

XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations

Yusen Zhang, Jun Wang, Zhiguo Wang, Rui Zhang

DICE: Data-Efficient Clinical Event Extraction with Generative Models

Mingyu Derek Ma, Alexander Taylor, Wei Wang, Nanyun Peng

Few-shot Reranking for Multi-hop QA via Language Model Prompting

Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang

Understanding and Bridging the Modality Gap for Speech Translation

Qingkai Fang, Yang Feng

Causes and Cures for Interference in Multilingual Translation

Uri Shaham, Maha Elbayad, Vedanuj Goswami, Omer Levy, Shruti Bhosale

Composition-contrastive Learning for Sentence Embeddings

Sachin Chanchani, Ruihong Huang

Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments

Ethan Mendes, Yang Chen, Wei Xu, Alan Ritter

To Revise or Not to Revise: Learning to Detect Improvable Claims for Argumentative Writing Support

Gabriella Skitalinskaya, Henning Wachsmuth

Ranking-Enhanced Unsupervised Sentence Representation Learning

Yeon Seonwoo, Guoyin Wang, Changmin Seo, Sajal Choudhary, Jiwei Li

A Comparative Study on the Impact of Model Compression Techniques on Fairness in Language Models

Krithika Ramesh, Arnav Chavan, Shrey Pandit, Sunayana Sitaram

Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models

Lijing Wang, Yingya Li, Timothy Miller, Steven Bethard, Guergana Savova

An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models

Zhongbin Xie, Thomas Lukasiewicz

Plug-and-Play Document Modules for Pre-trained Models

Chaojun Xiao, Zhengyan Zhang, Xu Han, Chi-Min Chan, Yankai Lin

Annotation-Inspired Implicit Discourse Relation Classification with Auxiliary Discourse Connective Generation

Wei Liu, Michael Strube

Estimating the Uncertainty in Emotion Attributes using Deep Evidential Regression

Wen Wu, Chao Zhang, Philip Woodland

UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units

Hirofumi Inaguma, Sravya Popuri, Ilia Kulikov, Peng-Jen Chen, Changhan Wang

HyperMixer: An MLP-based Low Cost Alternative to Transformers

Florian Mai, Arnaud Pannatier, Fabio Fehr, Haolin Chen, Francois Marelli

Can Large Language Models Be an Alternative to Human Evaluations?

Cheng-Han Chiang, Hung-yi Lee

Pre-trained Language Models Can be Fully Zero-Shot Learners

Xuandong Zhao, Siqi Ouyang, Zhiguo Yu, Ming Wu, Lei Li

Revisiting Relation Extraction in the era of Large Language Models

Somin Wadhwa, Silvio Amir, Byron Wallace

NOTABLE: Transferable Backdoor Attacks Against Prompt-based NLP Models

Kai Mei, Zheng Li, Zhenting Wang, Yang Zhang, Shiqing Ma