ACL 2023

2,767 papers

Code-Switched Text Synthesis in Unseen Language Pairs

I-Hung Hsu, Avik Ray, Shubham Garg, Nanyun Peng, Jing Huang

COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP

Fanny Jourdan, Agustin PICARD, Thomas FEL, Laurent Risser, Jean-Michel Loubes

Fusion or Defusion? Flexible Vision-and-Language Pre-Training

Rongyi Sun, Ziran Li, Yifeng Ding, Qifan Wang, Jingang Wang

VoteTRANS: Detecting Adversarial Text without Training by Voting on Hard Labels of Transformations

Hoang-Quoc Nguyen-Son, Seira Hidano, Kazuhide Fukushima, Shinsaku Kiyomoto, Isao Echizen

NormMark: A Weakly Supervised Markov Model for Socio-cultural Norm Discovery

Farhad Moghimifar, Shilin Qu, Tongtong Wu, Yuan-Fang Li, Gholamreza Haffari

Interactive Concept Learning for Uncovering Latent Themes in Large Text Collections

Maria Leonor Pacheco, Tunazzina Islam, Lyle Ungar, Ming Yin, Dan Goldwasser

Trigger-Argument based Explanation for Event Detection

Yong Guan, Jiaoyan Chen, Freddy Lecue, Jeff Pan, Juanzi Li

A Multi-modal Debiasing Model with Dynamical Constraint for Robust Visual Question Answering

Yu Li, Bojie Hu, Fengshuo Zhang, Yahan Yu, Jian Liu

Sequential Path Signature Networks for Personalised Longitudinal Language Modeling

Talia Tseriotou, Adam Tsakalidis, Peter Foster, Terence Lyons, Maria Liakata

BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models

Shibo Hao, Bowen Tan, Kaiwen Tang, Bin Ni, Xiyan Shao

Code Execution with Pre-trained Language Models

Chenxiao Liu, Shuai Lu, Weizhu Chen, Daxin Jiang, Alexey Svyatkovskiy

Speech-to-Speech Translation for a Real-world Unwritten Language

Peng-Jen Chen, Kevin Tran, Yilin Yang, Jingfei Du, Justine Kao

Question-Interlocutor Scope Realized Graph Modeling over Key Utterances for Dialogue Reading Comprehension

Jiangnan Li, Mo Yu, Fandong Meng, Zheng Lin, Peng Fu

Improved Visual Story Generation with Adaptive Context Modeling

Zhangyin Feng, Yuchen Ren, Xinmiao Yu, Xiaocheng Feng, Duyu Tang

Multi-Domain Dialogue State Tracking with Disentangled Domain-Slot Attention

Longfei Yang, Jiyi Li, Sheng Li, Takahiro Shinozaki

Making Better Use of Training Corpus: Retrieval-based Aspect Sentiment Triplet Extraction via Label Interpolation

Guoxin Yu, Lemao Liu, Haiyun Jiang, Shuming Shi, Xiang Ao

LMs stand their Ground: Investigating the Effect of Embodiment in Figurative Language Interpretation by Language Models

Philipp Wicke

Prototype-Based Interpretability for Legal Citation Prediction

Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu

Sampling Better Negatives for Distantly Supervised Named Entity Recognition

Lu Xu, Lidong Bing, Wei Lu

NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing

Tingting Wu, Xiao Ding, Minji Tang, Hao Zhang, Bing Qin

Towards Accurate Translation via Semantically Appropriate Application of Lexical Constraints

Yujin Baek, Koanho Lee, Dayeon Ki, Cheonbok Park, Hyoung-Gyu Lee

Few Shot Rationale Generation using Self-Training with Dual Teachers

Aditya Srikanth Veerubhotla, Lahari Poddar, Jun Yin, György Szarvas, Sharanya Eswaran

HonestBait: Forward References for Attractive but Faithful Headline Generation

Chih Yao Chen, Dennis Wu, Lun-Wei Ku

Predicting Numerals in Text Using Nearest Neighbor Language Models

Taku Sakamoto, Akiko Aizawa

Geo-Seq2seq: Twitter User Geolocation on Noisy Data through Sequence to Sequence Learning

Jingyu Zhang, Alexandra DeLucia, Chenyu Zhang, Mark Dredze

A Set Prediction Network For Extractive Summarization

Xiaoxia Cheng, Yongliang Shen, Weiming Lu

Unified Language Representation for Question Answering over Text, Tables, and Images

Bowen Yu, Cheng Fu, Haiyang Yu, Fei Huang, Yongbin Li

G-Tuning: Improving Generalization of Pre-trained Language Models with Generative Adversarial Network

Rongxiang Weng, Wen Sen Cheng, Min Zhang

Unsupervised Paraphrasing of Multiword Expressions

Takashi Wada, Yuji Matsumoto, Timothy Baldwin, Jey Han Lau

ClaimDiff: Comparing and Contrasting Claims on Contentious Issues

Miyoung Ko, Ingyu Seong, Hwaran Lee, Joonsuk Park, Minsuk Chang

Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization

Pranav Nair, Sukomal Pal, Pradeepika Verma

Disagreement Matters: Preserving Label Diversity by Jointly Modeling Item and Annotator Label Distributions with DisCo

Tharindu Cyril Weerasooriya, Alexander Ororbia, Raj Bhensadadia, Ashiqur KhudaBukhsh, Christopher Homan

Asymmetric feature interaction for interpreting model predictions

Xiaolei Lu, Jianghong Ma, Haode Zhang

A Two-Stage Decoder for Efficient ICD Coding

Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Ramesh Kashyap, Stefan Winkler

Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning

Ruixiang Tang, Dehan Kong, Longtao Huang, hui xue

SEAG: Structure-Aware Event Causality Generation

Zhengwei Tao, Zhi Jin, Xiaoying Bai, Haiyan Zhao, Chengfeng Dou

MedNgage: A Dataset for Understanding Engagement in Patient-Nurse Conversations

Yan Wang, Heidi Donovan, Sabit Hassan, Malihe Alikhani

Critic-Guided Decoding for Controlled Text Generation

Minbeom Kim, Hwanhee Lee, Kang Min Yoo, Joonsuk Park, Hwaran Lee

Debiasing should be Good and Bad: Measuring the Consistency of Debiasing Techniques in Language Models

Robert Morabito, Jad Kabbara, Ali Emami

Model Analysis & Evaluation for Ambiguous Question Answering

Konstantinos Papakostas, Irene Papadopoulou

Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models

Fengzhu Zeng, Wei Gao

Prompted LLMs as Chatbot Modules for Long Open-domain Conversation

Gibbeum Lee, Volker Hartmann, Jongho Park, Dimitris Papailiopoulos, Kangwook Lee

Transformer Language Models Handle Word Frequency in Prediction Head

Goro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi, Kentaro Inui

RHO: Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding

Ziwei Ji, Zihan Liu, Nayeon Lee, Tiezheng Yu, Bryan Wilie

MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types

Keerthiram Murugesan, Sarathkrishna Swaminathan, Soham Dan, Subhajit Chaudhury, Chulaka Gunasekara

Complementary Explanations for Effective In-Context Learning

Xi Ye, Srinivasan Iyer, Asli Celikyilmaz, Veselin Stoyanov, Greg Durrett

Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages

Seraphina Goldfarb-Tarrant, Adam Lopez, Roi Blanco, Diego Marcheggiani

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

Weijie Xu, Xiaoyu Jiang, Srinivasan Sengamedu Hanumantha Rao, Francis Iannacci, Jinjin Zhao

Towards Alleviating the Object Bias in Prompt Tuning-based Factual Knowledge Extraction

Yuhang Wang, Dongyuan Lu, Chao Kong, Jitao Sang

On the Limitations of Simulating Active Learning

Katerina Margatina, Nikolaos Aletras

OASum: Large-Scale Open Domain Aspect-based Summarization

Xianjun Yang, Kaiqiang Song, SangWoo Cho, Xiaoyang Wang, Xiaoman Pan

TextVerifier: Robustness Verification for Textual Classifiers with Certifiable Guarantees

Siqi Sun, Wenjie Ruan

Contextualized Soft Prompts for Extraction of Event Arguments

Chien Nguyen, Hieu Man, Thien Nguyen

Reinforcement Learning for Topic Models

Jeremy Costello, Marek Reformat

SenteCon: Leveraging Lexicons to Learn Human-Interpretable Language Representations

Victoria Lin, Louis-Philippe Morency

RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering

Rujun Han, Peng Qi, Yuhao Zhang, Lan Liu, Juliette Burger

Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding

Mirac Suzgun, Luke Melas-Kyriazi, Dan Jurafsky

Understanding the Cooking Process with English Recipe Text

Yi Fan, Anthony Hunter

AMR-TST: Abstract Meaning Representation-based Text Style Transfer

Kaize Shi, Xueyao Sun, LI He, Dingxian Wang, Qing Li

A Semi-Autoregressive Graph Generative Model for Dependency Graph Parsing

Ye Ma, Mingming Sun, Ping Li

Speaking the Language of Your Listener: Audience-Aware Adaptation via Plug-and-Play Theory of Mind

Ece Takmaz, Nicolo’ Brandizzi, Mario Giulianelli, Sandro Pezzelle, Raquel Fernández

TAPIR: Learning Adaptive Revision for Incremental Natural Language Understanding with a Two-Pass Model

Patrick Kahardipraja, Brielen Madureira, David Schlangen

Search-Oriented Conversational Query Editing

Kelong Mao, Zhicheng Dou, Bang Liu, Hongjin Qian, Fengran Mo

QueryForm: A Simple Zero-shot Form Entity Query Framework

Zifeng Wang, Zizhao Zhang, Jacob Devlin, Chen-Yu Lee, Guolong Su

Self-Evolution Learning for Discriminative Language Model Pretraining

Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao

Coarse-to-fine Few-shot Learning for Named Entity Recognition

Ruotian Ma, Zhang Lin, Xuanting Chen, Xin Zhou, Junzhe Wang

SETI: Systematicity Evaluation of Textual Inference

Xiyan Fu, Anette Frank

Universal Information Extraction with Meta-Pretrained Self-Retrieval

Xin Cong, Bowen Yu, Mengcheng Fang, Tingwen Liu, Haiyang Yu

Emergent Modularity in Pre-trained Transformers

Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Chaojun Xiao, Xiaozhi Wang

Injecting Comparison Skills in Task-Oriented Dialogue Systems for Database Search Results Disambiguation

Yongil Kim, Yerin Hwang, Joongbo Shin, Hyunkyung Bae, Kyomin Jung

Dramatic Conversation Disentanglement

Kent Chang, Danica Chen, David Bamman

Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers

Damai Dai, Yutao Sun, Li Dong, Yaru Hao, Shuming Ma

Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks

Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen

Ambiguity Meets Uncertainty: Investigating Uncertainty Estimation for Word Sense Disambiguation

Zhu Liu, Ying Liu

A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches

Zihan Wang, Tianle Wang, Dheeraj Mekala, Jingbo Shang

Balancing the Effect of Training Dataset Distribution of Multiple Styles for Multi-Style Text Transfer

Debarati Das, David Ma, Dongyeop Kang

A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification

Yang Zhao, Tetsuya Nasukawa, Masayasu Muraoka, Bishwaranjan Bhattacharjee

Teacher and Student Models of Offensive Language in Social Media

Tharindu Ranasinghe, Marcos Zampieri

The State of Profanity Obfuscation in Natural Language Processing Scientific Publications

Debora Nozza, Dirk Hovy

SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition

Shuzheng Si, Zefan Cai, Shuang Zeng, Guoqiang Feng, Jiaxing Lin

Improving Named Entity Recognition via Bridge-based Domain Adaptation

Jingyun Xu, Changmeng Zheng, Yi Cai, Tat-Seng Chua

Maximum Entropy Loss, the Silver Bullet Targeting Backdoor Attacks in Pre-trained Language Models

Zhengxiao Liu, Bowen Shen, Zheng Lin, Fali Wang, Weiping Wang

UMSE: Unified Multi-scenario Summarization Evaluation

Shen Gao, Zhitao Yao, Chongyang Tao, Xiuying Chen, Pengjie Ren

Not Enough Data to Pre-train Your Language Model? MT to the Rescue!

Gorka Urbizu, Iñaki San Vicente, Xabier Saralegi, Ander Corral

Bidirectional Transformer Reranker for Grammatical Error Correction

Ying Zhang, Hidetaka Kamigaito, Manabu Okumura

Automatic Table Union Search with Tabular Representation Learning

Xuming Hu, Shen Wang, Xiao Qin, Chuan Lei, Zhengyuan Shen

Misleading Relation Classifiers by Substituting Words in Texts

Tian Jiang, Yunqi Liu, Yan Feng, Yuqing Li, Xiaohui Cui

A Robust Information-Masking Approach for Domain Counterfactual Generation

Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria

Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue

Nikita Moghe, Evgeniia Razumovskaia, Liane Guillou, Ivan Vulić, Anna Korhonen

Not The End of Story: An Evaluation of ChatGPT-Driven Vulnerability Description Mappings

Xin Liu, Yuan Tan, Zhenghang Xiao, Jianwei Zhuge, Rui Zhou

Robustness of Multi-Source MT to Transcription Errors

Dominik Macháček, Peter Polák, Ondřej Bojar, Raj Dabre

Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for Instruction Generation Models

Lingjun Zhao, Khanh Nguyen, Hal Daume III

Non-Repeatable Experiments and Non-Reproducible Results: The Reproducibility Crisis in Human Evaluation in NLP

Anya Belz, Craig Thomson, Ehud Reiter, Simon Mille

Task-aware Retrieval with Instructions

Akari Asai, Timo Schick, Patrick Lewis, Xilun Chen, Gautier Izacard

NewsDialogues: Towards Proactive News Grounded Conversation

Siheng Li, Yichun Yin, Cheng Yang, Wangjie Jiang, Yiwei Li

TransGEC: Improving Grammatical Error Correction with Translationese

Tao Fang, Xuebo Liu, Derek F. Wong, Runzhe Zhan, Liang Ding

Encoder and Decoder, Not One Less for Pre-trained Language Model Sponsored NMT

Sufeng Duan, Hai Zhao

Enhancing Out-of-Vocabulary Estimation with Subword Attention

Raj Patel, Carlotta Domeniconi

Multilingual Summarization with Factual Consistency Evaluation

Roee Aharoni, Shashi Narayan, Joshua Maynez, Jonathan Herzig, Elizabeth Clark

Financial Numeric Extreme Labelling: A dataset and benchmarking

Soumya Sharma, Subhendu Khatuya, Manjunath Hegde, Afreen Shaikh, Koustuv Dasgupta