ACL 2023

2,767 papers

Revisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge

Xuebo Liu, Yutong Wang, Derek F. Wong, Runzhe Zhan, Liangxuan Yu

LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development

Ilias Chalkidis, Nicolas Garneau, Catalina Goanta, Daniel Katz, Anders Søgaard

Conjunct Lengths in English, Dependency Length Minimization, and Dependency Structure of Coordination

Adam Przepiórkowski, Michał Woźniak

Human Inspired Progressive Alignment and Comparative Learning for Grounded Word Acquisition

Yuwei Bao, Barrett Lattimer, Joyce Chai

TeAST: Temporal Knowledge Graph Embedding via Archimedean Spiral Timeline

Jiang Li, Xiangdong Su, Guanglai Gao

A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations

Wenjie Zheng, Jianfei Yu, Rui Xia, Shijin Wang

Exploring Lottery Prompts for Pre-trained Language Models

Yulin Chen, Ning Ding, Xiaobin Wang, Shengding Hu, Haitao Zheng

Prompting PaLM for Translation: Assessing Strategies and Performance

David Vilar, Markus Freitag, Colin Cherry, Jiaming Luo, Viresh Ratnakar

LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live Streaming

Jingsheng Gao, Yixin Lian, Ziyi Zhou, Yuzhuo Fu, Baoyuan Wang

Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension

Xiao Zhang, Heyan Huang, Zewen Chi, Xian-Ling Mao

Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning

Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong

CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors

Peng Li, Tianxiang Sun, Qiong Tang, Hang Yan, Yuanbin Wu

Toward Interactive Dictation

Belinda Z. Li, Jason Eisner, Adam Pauls, Sam Thomson

DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media

Mario Ezra Aragón, A. Pastor López-Monroy, Luis C. González, David E. Losada, Manuel Montes-y-Gómez

Knowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation

Kaiyu Huang, Peng Li, Jin Ma, Ting Yao, Yang Liu

Dual Cache for Long Document Neural Coreference Resolution

Qipeng Guo, Xiangkun Hu, Yue Zhang, Xipeng Qiu, Zheng Zhang

Double-Branch Multi-Attention based Graph Neural Network for Knowledge Graph Completion

Hongcai Xu, Junpeng Bao, Wenbo Liu

An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation

Xuancheng Huang, Zijun Liu, Peng Li, Tao Li, Maosong Sun

Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition

Yuchen Hu, Ruizhe Li, Chen Chen, Chengwei Qin, Qiu-Shi Zhu

LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding

Yi Tu, Ya Guo, Huan Chen, Jinyang Tang

Exploring Large Language Models for Classical Philology

Frederick Riemenschneider, Anette Frank

From Dogwhistles to Bullhorns: Unveiling Coded Rhetoric with Language Models

Julia Mendelsohn, Ronan Le Bras, Yejin Choi, Maarten Sap

On Improving Summarization Factual Consistency from Natural Language Feedback

Yixin Liu, Budhaditya Deb, Milagro Teruel, Aaron Halfaker, Dragomir Radev

Towards Unifying Multi-Lingual and Cross-Lingual Summarization

Jiaan Wang, Fandong Meng, Duo Zheng, Yunlong Liang, Zhixu Li

CREST: A Joint Framework for Rationalization and Counterfactual Text Generation

Marcos Treviso, Alexis Ross, Nuno M. Guerreiro, Andre Martins

The KITMUS Test: Evaluating Knowledge Integration from Multiple Sources

Akshatha Arodi, Martin Pömsl, Kaheer Suleman, Adam Trischler, Alexandra Olteanu

Decoder Tuning: Efficient Language Understanding as Decoding

Ganqu Cui, Wentao Li, Ning Ding, Longtao Huang, Zhiyuan Liu

Don’t Forget Your ABC’s: Evaluating the State-of-the-Art in Chat-Oriented Dialogue Systems

Sarah E. Finch, James D. Finch, Jinho D. Choi

FERMAT: An Alternative to Accuracy for Numerical Reasoning

Jasivan Sivakumar, Nafise Sadat Moosavi

MeetingQA: Extractive Question-Answering on Meeting Transcripts

Archiki Prasad, Trung Bui, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt

TAVT: Towards Transferable Audio-Visual Text Generation

Wang Lin, Tao Jin, Wenwen Pan, Linjun Li, Xize Cheng

A Needle in a Haystack: An Analysis of High-Agreement Workers on MTurk for Summarization

Lining Zhang, Simon Mille, Yufang Hou, Daniel Deutsch, Elizabeth Clark

Using counterfactual contrast to improve compositional generalization for multi-step quantitative reasoning

Armineh Nourbakhsh, Sameena Shah, Carolyn Rose

Visually-augmented pretrained language models for NLP tasks without images

Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Qinyu Zhang, Ji-Rong Wen

PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification

Yau-Shian Wang, Ta-Chung Chi, Ruohong Zhang, Yiming Yang

Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations

Wenting Zhao, Justin Chiu, Claire Cardie, Alexander Rush

Large Language Models Are Reasoning Teachers

Namgyu Ho, Laura Schmid, Se-Young Yun

Finding the SWEET Spot: Analysis and Improvement of Adaptive Inference in Low Resource Settings

Daniel Rotem, Michael Hassid, Jonathan Mamou, Roy Schwartz

Towards Benchmarking and Improving the Temporal Reasoning Capability of Large Language Models

Qingyu Tan, Hwee Tou Ng, Lidong Bing

StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing

Xuekai Zhu, Jian Guan, Minlie Huang, Juan Liu

Personality Understanding of Fictional Characters during Book Reading

Mo Yu, Jiangnan Li, Shunyu Yao, Wenjie Pang, Xiaochen Zhou

Learning Language-Specific Layers for Multilingual Machine Translation

Telmo Pires, Robin Schmidt, Yi-Hsiu Liao, Stephan Peitz

MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations

Tao Shi, Shao-Lun Huang

Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling

Shengqiong Wu, Hao Fei, Yixin Cao, Lidong Bing, Tat-Seng Chua

Rethinking Annotation: Can Language Learners Contribute?

Haneul Yoo, Rifki Afina Putri, Changyoon Lee, Youngin Lee, So-Yeon Ahn

Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations

Bingsheng Yao, Prithviraj Sen, Lucian Popa, James Hendler, Dakuo Wang

Tell2Design: A Dataset for Language-Guided Floor Plan Generation

Sicong Leng, Yang Zhou, Mohammed Haroon Dupty, Wee Sun Lee, Sam Joyce

Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation

Chaoya Jiang, Wei Ye, Haiyang Xu, Songfang Huang, Fei Huang

A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training

Nitay Calderon, Subhabrata Mukherjee, Roi Reichart, Amir Kantor

A Survey of Deep Learning for Mathematical Reasoning

Pan Lu, Liang Qiu, Wenhao Yu, Sean Welleck, Kai-Wei Chang

A Length-Extrapolatable Transformer

Yutao Sun, Li Dong, Barun Patra, Shuming Ma, Shaohan Huang

Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation

Kung-Hsiang Huang, Kathleen McKeown, Preslav Nakov, Yejin Choi, Heng Ji

Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering

Jiajie Zhang, Shulin Cao, Tingjian Zhang, Xin Lv, Juanzi Li

Jointprop: Joint Semi-supervised Learning for Entity and Relation Extraction with Heterogeneous Graph-based Propagation

Yandan Zheng, Anran Hao, Anh Tuan Luu

Finding the Pillars of Strength for Multi-Head Attention

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

ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning

Xiao Xu, Bei Li, Chenfei Wu, Shao-Yen Tseng, Anahita Bhiwandiwalla

Compositional Generalization without Trees using Multiset Tagging and Latent Permutations

Matthias Lindemann, Alexander Koller, Ivan Titov

Script Normalization for Unconventional Writing of Under-Resourced Languages in Bilingual Communities

Sina Ahmadi, Antonios Anastasopoulos

A Survey for Efficient Open Domain Question Answering

Qin Zhang, Shangsi Chen, Dongkuan Xu, Qingqing Cao, Xiaojun Chen

To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering

Dheeru Dua, Emma Strubell, Sameer Singh, Pat Verga

Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor

Or Honovich, Thomas Scialom, Omer Levy, Timo Schick

Knowledge Unlearning for Mitigating Privacy Risks in Language Models

Joel Jang, Dongkeun Yoon, Sohee Yang, Sungmin Cha, Moontae Lee

Resolving Ambiguities in Text-to-Image Generative Models

Ninareh Mehrabi, Palash Goyal, Apurv Verma, Jwala Dhamala, Varun Kumar

PAD-Net: An Efficient Framework for Dynamic Networks

Shwai He, Liang Ding, Daize Dong, Boan Liu, Fuqiang Yu

USSA: A Unified Table Filling Scheme for Structured Sentiment Analysis

Zepeng Zhai, Hao Chen, Ruifan Li, Xiaojie Wang

Improving the robustness of NLI models with minimax training

Michalis Korakakis, Andreas Vlachos

A Compare-and-contrast Multistage Pipeline for Uncovering Financial Signals in Financial Reports

Jia-Huei Ju, Yu-Shiang Huang, Cheng-Wei Lin, Che Lin, Chuan-Ju Wang

Python Code Generation by Asking Clarification Questions

Haau-Sing (Xiaocheng) Li, Mohsen Mesgar, Andre Martins, Iryna Gurevych

Towards Understanding Omission in Dialogue Summarization

Yicheng Zou, Kaitao Song, Xu Tan, Zhongkai Fu, Qi Zhang

Prompt Tuning Pushes Farther, Contrastive Learning Pulls Closer: A Two-Stage Approach to Mitigate Social Biases

Yingji Li, Mengnan Du, Xin Wang, Ying Wang

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

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

IndicMT Eval: A Dataset to Meta-Evaluate Machine Translation Metrics for Indian Languages

Ananya Sai B, Tanay Dixit, Vignesh Nagarajan, Anoop Kunchukuttan, Pratyush Kumar

Generating Structured Pseudo Labels for Noise-resistant Zero-shot Video Sentence Localization

Minghang Zheng, Shaogang Gong, Hailin Jin, Yuxin Peng, Yang Liu

Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation

Weihao Zeng, Lulu Zhao, Keqing He, Ruotong Geng, Jingang Wang

LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion

Dongfu Jiang, Xiang Ren, Bill Yuchen Lin

Multimodal Persona Based Generation of Comic Dialogs

Harsh Agrawal, Aditya Mishra, Manish Gupta, Mausam

Graph-based Relation Mining for Context-free Out-of-vocabulary Word Embedding Learning

Ziran Liang, Yuyin Lu, HeGang Chen, Yanghui Rao

What does a Text Classifier Learn about Morality? An Explainable Method for Cross-Domain Comparison of Moral Rhetoric

Enrico Liscio, Oscar Araque, Lorenzo Gatti, Ionut Constantinescu, Catholijn M. Jonker

Explicit Syntactic Guidance for Neural Text Generation

Yafu Li, Leyang Cui, Jianhao Yan, Yongjing Yin, Wei Bi

Ambiguous Learning from Retrieval: Towards Zero-shot Semantic Parsing

Shan Wu, Chunlei Xin, Hongyu Lin, Xianpei Han, Cao Liu

Do You Hear The People Sing? Key Point Analysis via Iterative Clustering and Abstractive Summarisation

Hao Li, Viktor Schlegel, Riza Batista-Navarro, Goran Nenadic

Dynamic Heterogeneous-Graph Reasoning with Language Models and Knowledge Representation Learning for Commonsense Question Answering

Yujie Wang, Hu Zhang, Jiye Liang, Ru Li

QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations

Chaitanya Malaviya, Peter Shaw, Ming-Wei Chang, Kenton Lee, Kristina Toutanova

Mitigating Label Biases for In-context Learning

Yu Fei, Yifan Hou, Zeming Chen, Antoine Bosselut

Aggregating Multiple Heuristic Signals as Supervision for Unsupervised Automated Essay Scoring

Cong Wang, Zhiwei Jiang, Yafeng Yin, Zifeng Cheng, Shiping Ge

Don’t Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text

Ashim Gupta, Carter Blum, Temma Choji, Yingjie Fei, Shalin Shah

Minding Language Models’ (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker

Melanie Sclar, Sachin Kumar, Peter West, Alane Suhr, Yejin Choi

Reference Matters: Benchmarking Factual Error Correction for Dialogue Summarization with Fine-grained Evaluation Framework

Mingqi Gao, Xiaojun Wan, Jia Su, Zhefeng Wang, Baoxing Huai

ArgAnalysis35K : A large-scale dataset for Argument Quality Analysis

Omkar Joshi, Priya Pitre, Yashodhara Haribhakta

U-CREAT: Unsupervised Case Retrieval using Events extrAcTion

Abhinav Joshi, Akshat Sharma, Sai Kiran Tanikella, Ashutosh Modi

Large-Scale Correlation Analysis of Automated Metrics for Topic Models

Jia Peng Lim, Hady Lauw

Dialogue Summarization with Static-Dynamic Structure Fusion Graph

Shen Gao, Xin Cheng, Mingzhe Li, Xiuying Chen, Jinpeng Li

EPIC: Multi-Perspective Annotation of a Corpus of Irony

Simona Frenda, Alessandro Pedrani, Valerio Basile, Soda Marem Lo, Alessandra Teresa Cignarella

ReCode: Robustness Evaluation of Code Generation Models

Shiqi Wang, Zheng Li, Haifeng Qian, Chenghao Yang, Zijian Wang

Entailment as Robust Self-Learner

Jiaxin Ge, Hongyin Luo, Yoon Kim, James Glass

RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank

Jiduan Liu, Jiahao Liu, Qifan Wang, Jingang Wang, Wei Wu

Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation

Nuno M. Guerreiro, Pierre Colombo, Pablo Piantanida, Andre Martins

Measuring Consistency in Text-based Financial Forecasting Models

Linyi Yang, Yingpeng Ma, Yue Zhang

A Diverse Set of Freely Available Linguistic Resources for Turkish

Duygu Altinok

Training Trajectories of Language Models Across Scales

Mengzhou Xia, Mikel Artetxe, Chunting Zhou, Xi Victoria Lin, Ramakanth Pasunuru