ACL 2023

2,767 papers

SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation

Tetsu Kasanishi, Masaru Isonuma, Junichiro Mori, Ichiro Sakata

Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models

Qiang Zhang, Jason Naradowsky, Yusuke Miyao

Towards Imperceptible Document Manipulations against Neural Ranking Models

Xuanang Chen, Ben He, Zheng Ye, Le Sun, Yingfei Sun

How does the brain process syntactic structure while listening?

Subba Reddy Oota, Mounika Marreddy, Manish Gupta, Raju Bapi

K-UniMorph: Korean Universal Morphology and its Feature Schema

Eunkyul Leah Jo, Kyuwon Kim, Xihan Wu, KyungTae Lim, Jungyeul Park

A Unified Generative Approach to Product Attribute-Value Identification

Keiji Shinzato, Naoki Yoshinaga, Yandi Xia, Wei-Te Chen

Long to reign over us: A Case Study of Machine Translation and a New Monarch

Rebecca Knowles, Samuel Larkin

Werewolf Among Us: Multimodal Resources for Modeling Persuasion Behaviors in Social Deduction Games

Bolin Lai, Hongxin Zhang, Miao Liu, Aryan Pariani, Fiona Ryan

Modeling Cross-Cultural Pragmatic Inference with Codenames Duet

Omar Shaikh, Caleb Ziems, William Held, Aryan Pariani, Fred Morstatter

TACR: A Table Alignment-based Cell Selection Method for HybridQA

Jian Wu, Yicheng Xu, Yan Gao, Jian-Guang Lou, Börje F. Karlsson

Chain of Thought Prompting Elicits Knowledge Augmentation

Dingjun Wu, Jing Zhang, Xinmei Huang

Guiding Dialogue Agents to Complex Semantic Targets by Dynamically Completing Knowledge Graph

Yue Tan, Bo Wang, Anqi Liu, Dongming Zhao, Kun Huang

ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding

Xuxin Cheng, Bowen Cao, Qichen Ye, Zhihong Zhu, Hongxiang Li

PEER: Pre-training ELECTRA Extended by Ranking

Ru He, Wei Wang, Songfang Huang, Fei Huang

Correction of Errors in Preference Ratings from Automated Metrics for Text Generation

Jan Deriu, Pius Von Däniken, Don Tuggener, Mark Cieliebak

A Multi-dimensional study on Bias in Vision-Language models

Gabriele Ruggeri, Debora Nozza

Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization

Hou Pong Chan, Qi Zeng, Heng Ji

When to Read Documents or QA History: On Unified and Selective Open-domain QA

Kyungjae Lee, Sang-eun Han, Seung-won Hwang, Moontae Lee

NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization

Amir Soleimani, Christof Monz, Marcel Worring

Target-Oriented Relation Alignment for Cross-Lingual Stance Detection

Ruike Zhang, Nan Xu, Hanxuan Yang, Yuan Tian, Wenji Mao

FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing

Zhuang Li, Yuyang Chai, Terry Yue Zhuo, Lizhen Qu, Gholamreza Haffari

XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding

Moming Tang, Chengyu Wang, Jianing Wang, Chuanqi Tan, Songfang Huang

Evaluation of Question Generation Needs More References

Shinhyeok Oh, Hyojun Go, Hyeongdon Moon, Yunsung Lee, Myeongho Jeong

Disentangling Text Representation With Counter-Template For Unsupervised Opinion Summarization

Yanyue Zhang, Deyu Zhou

PTCSpell: Pre-trained Corrector Based on Character Shape and Pinyin for Chinese Spelling Correction

Xiao Wei, Jianbao Huang, Hang Yu, Qian Liu

Distilling Calibrated Knowledge for Stance Detection

Yingjie Li, Cornelia Caragea

COBRA Frames: Contextual Reasoning about Effects and Harms of Offensive Statements

Xuhui Zhou, Hao Zhu, Akhila Yerukola, Thomas Davidson, Jena D. Hwang

Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents

Haowei Du, Yansong Feng, Chen Li, Yang Li, Yunshi Lan

Self-adaptive Context and Modal-interaction Modeling For Multimodal Emotion Recognition

Haozhe Yang, Xianqiang Gao, Jianlong Wu, Tian Gan, Ning Ding

DLAMA: A Framework for Curating Culturally Diverse Facts for Probing the Knowledge of Pretrained Language Models

Amr Keleg, Walid Magdy

Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems

Chiyu Song, Hongliang He, Haofei Yu, Pengfei Fang, Leyang Cui

Scientific Fact-Checking: A Survey of Resources and Approaches

Juraj Vladika, Florian Matthes

Modular and On-demand Bias Mitigation with Attribute-Removal Subnetworks

Lukas Hauzenberger, Shahed Masoudian, Deepak Kumar, Markus Schedl, Navid Rekabsaz

PragmatiCQA: A Dataset for Pragmatic Question Answering in Conversations

Peng Qi, Nina Du, Christopher Manning, Jing Huang

Multi-Relational Probabilistic Event Representation Learning via Projected Gaussian Embedding

Linhai Zhang, Congzhi Zhang, Deyu Zhou

Numeric Magnitude Comparison Effects in Large Language Models

Raj Shah, Vijay Marupudi, Reba Koenen, Khushi Bhardwaj, Sashank Varma

Reimagining Retrieval Augmented Language Models for Answering Queries

Wang-Chiew Tan, Yuliang Li, Pedro Rodriguez, Richard James, Xi Victoria Lin

Pulling Out All The Full Stops: Punctuation Sensitivity in Neural Machine Translation and Evaluation

Prathyusha Jwalapuram

Towards Diverse and Effective Question-Answer Pair Generation from Children Storybooks

Sugyeong Eo, Hyeonseok Moon, JINSUNG KIM, Yuna Hur, Jeongwook Kim

Negation Scope Refinement via Boundary Shift Loss

Yin Wu, Aixin Sun

LEDA: a Large-Organization Email-Based Decision-Dialogue-Act Analysis Dataset

Vanja Mladen Karan, Prashant Khare, Ravi Shekhar, Stephen McQuistin, Ignacio Castro

VCSUM: A Versatile Chinese Meeting Summarization Dataset

Han Wu, Mingjie Zhan, Haochen Tan, Zhaohui Hou, Ding Liang

Meta-training with Demonstration Retrieval for Efficient Few-shot Learning

Aaron Mueller, Kanika Narang, Lambert Mathias, Qifan Wang, Hamed Firooz

Unlearning Bias in Language Models by Partitioning Gradients

Charles Yu, Sullam Jeoung, Anish Kasi, Pengfei Yu, Heng Ji

Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning

Soyeong Jeong, Jinheon Baek, Sung Ju Hwang, Jong Park

CoMave: Contrastive Pre-training with Multi-scale Masking for Attribute Value Extraction

Xinnan Guo, Wentao Deng, Yongrui Chen, Yang Li, Mengdi Zhou

On the Role of Parallel Data in Cross-lingual Transfer Learning

Machel Reid, Mikel Artetxe

LET: Leveraging Error Type Information for Grammatical Error Correction

Lingyu Yang, Hongjia Li, Lei Li, Chengyin Xu, Shutao Xia

Focal Training and Tagger Decouple for Grammatical Error Correction

Minghuan Tan, Min Yang, Ruifeng Xu

Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection

Shadi Iskander, Kira Radinsky, Yonatan Belinkov

Commonsense Knowledge Transfer for Pre-trained Language Models

Wangchunshu Zhou, Ronan Le Bras, Yejin Choi

Hybrid-Regressive Paradigm for Accurate and Speed-Robust Neural Machine Translation

Qiang Wang, Xinhui Hu, Ming Chen

Dynamic Structured Neural Topic Model with Self-Attention Mechanism

Nozomu Miyamoto, Masaru Isonuma, Sho Takase, Junichiro Mori, Ichiro Sakata

It’s not Sexually Suggestive; It’s Educative | Separating Sex Education from Suggestive Content on TikTok videos

Enfa George, Mihai Surdeanu

Reasoning in Large Language Models Through Symbolic Math Word Problems

Vedant Gaur, Nikunj Saunshi

Visually-Enhanced Phrase Understanding

Tsu-Yuan Hsu, Chen-An Li, Chao-Wei Huang, Yun-Nung Chen

Improving Knowledge Graph Completion with Generative Hard Negative Mining

Zile Qiao, Wei Ye, Dingyao Yu, Tong Mo, Weiping Li

Domain Incremental Lifelong Learning in an Open World

Yi Dai, Hao Lang, Yinhe Zheng, Bowen Yu, Fei Huang

An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text

Yova Kementchedjhieva, Ilias Chalkidis

How Many Answers Should I Give? An Empirical Study of Multi-Answer Reading Comprehension

Chen Zhang, Jiuheng Lin, Xiao Liu, Yuxuan Lai, Yansong Feng

Enhancing Hierarchical Text Classification through Knowledge Graph Integration

Ye Liu, Kai Zhang, Zhenya Huang, Kehang Wang, Yanghai Zhang

Frustratingly Easy Label Projection for Cross-lingual Transfer

Yang Chen, Chao Jiang, Alan Ritter, Wei Xu

LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization

Peng Lu, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Phillippe Langlais

A Customized Text Sanitization Mechanism with Differential Privacy

Sai Chen, Fengran Mo, Yanhao Wang, Cen Chen, Jian-Yun Nie

Optimizing Test-Time Query Representations for Dense Retrieval

Mujeen Sung, Jungsoo Park, Jaewoo Kang, Danqi Chen, Jinhyuk Lee

Rethinking Document-Level Relation Extraction: A Reality Check

Jing Li, Yequan Wang, SHUAI ZHANG, Min Zhang

Know What I don’t Know: Handling Ambiguous and Unknown Questions for Text-to-SQL

Bing Wang, Yan Gao, Zhoujun Li, Jian-Guang Lou

The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding

Hao Fang, Anusha Balakrishnan, Harsh Jhamtani, John Bufe, Jean Crawford

Tokenization Impacts Multilingual Language Modeling: Assessing Vocabulary Allocation and Overlap Across Languages

Tomasz Limisiewicz, Jiří Balhar, David Mareček

ECG-QALM: Entity-Controlled Synthetic Text Generation using Contextual Q&A for NER

Karan Aggarwal, Henry Jin, Aitzaz Ahmad

Retrieval-Based Transformer for Table Augmentation

Michael Glass, Xueqing Wu, Ankita Rajaram Naik, Gaetano Rossiello, Alfio Gliozzo

Rethinking Semi-supervised Learning with Language Models

Zhengxiang Shi, Francesco Tonolini, Nikolaos Aletras, Emine Yilmaz, Gabriella Kazai

Multi-modal Sarcasm Generation: Dataset and Solution

Wenye Zhao, Qingbao Huang, Dongsheng Xu, Peizhi Zhao

Pre-Trained Language-Meaning Models for Multilingual Parsing and Generation

Chunliu Wang, Huiyuan Lai, Malvina Nissim, Johan Bos

Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking

Brendan King, Jeffrey Flanigan

Language Anisotropic Cross-Lingual Model Editing

Yang Xu, Yutai Hou, Wanxiang Che, Min Zhang

D-CALM: A Dynamic Clustering-based Active Learning Approach for Mitigating Bias

Sabit Hassan, Malihe Alikhani

Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations

Jifan Chen, Yuhao Zhang, Lan Liu, Rui Dong, Xinchi Chen

Exploring Robust Overfitting for Pre-trained Language Models

Bin Zhu, Yanghui Rao

DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction

Bo Lv, Xin Liu, Shaojie Dai, Nayu Liu, Fan Yang

Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training

Kelly Marchisio, Patrick Lewis, Yihong Chen, Mikel Artetxe

TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations

Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Yuran Wang

Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models

Somayeh Ghanbarzadeh, Yan Huang, Hamid Palangi, Radames Cruz Moreno, Hamed Khanpour

ECOLA: Enhancing Temporal Knowledge Embeddings with Contextualized Language Representations

Zhen Han, Ruotong Liao, Jindong Gu, Yao Zhang, Zifeng Ding

Boosting Distress Support Dialogue Responses with Motivational Interviewing Strategy

Anuradha Welivita, Pearl Pu

Semi-Supervised Domain Adaptation for Emotion-Related Tasks

Mahshid Hosseini, Cornelia Caragea

Towards Robust Ranker for Text Retrieval

Yucheng Zhou, Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu

Automatic Readability Assessment for Closely Related Languages

Joseph Marvin Imperial, Ekaterina Kochmar

A Sequence-to-Sequence&Set Model for Text-to-Table Generation

Tong Li, Zhihao Wang, Liangying Shao, Xuling Zheng, Xiaoli Wang

GVdoc - Graph-based Visual DOcument Classification

Fnu Mohbat, Mohammed J Zaki, Catherine Finegan-Dollak, Ashish Verma

Cross-task Knowledge Transfer for Extremely Weakly Supervised Text Classification

Seongmin Park, Kyungho Kim, Jihwa Lee

Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter

Yi Liu, Xiaohan Bi, Lei Li, Sishuo Chen, Wenkai Yang

Honey, I Shrunk the Language: Language Model Behavior at Reduced Scale.

Vijeta Deshpande, Dan Pechi, Shree Thatte, Vladislav Lialin, Anna Rumshisky

CodePrompt: Task-Agnostic Prefix Tuning for Program and Language Generation

YunSeok Choi, Jee-Hyong Lee

Mind the Biases: Quantifying Cognitive Biases in Language Model Prompting

Ruixi Lin, Hwee Tou Ng

Text Generation Model Enhanced with Semantic Information in Aspect Category Sentiment Analysis

Tu Tran, Kiyoaki Shirai, Natthawut Kertkeidkachorn

Evaluating the Factual Consistency of Large Language Models Through News Summarization

Derek Tam, Anisha Mascarenhas, Shiyue Zhang, Sarah Kwan, Mohit Bansal

Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text

Zhun Yang, Adam Ishay, Joohyung Lee

Data-Efficient French Language Modeling with CamemBERTa

Wissam Antoun, Benoît Sagot, Djamé Seddah

Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning

Justus-Jonas Erker, Stefan Schaffer, Gerasimos Spanakis