ACL 2023

2,767 papers

Multilingual Conceptual Coverage in Text-to-Image Models

Michael Saxon, William Yang Wang

An Ordinal Latent Variable Model of Conflict Intensity

Niklas Stoehr, Lucas Torroba Hennigen, Josef Valvoda, Robert West, Ryan Cotterell

Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations

Linlin Liu, Xingxuan Li, Megh Thakkar, Xin Li, Shafiq Joty

Hidden Schema Networks

Ramses Sanchez, Lukas Conrads, Pascal Welke, Kostadin Cvejoski, Cesar Ojeda Marin

Reward Gaming in Conditional Text Generation

Richard Yuanzhe Pang, Vishakh Padmakumar, Thibault Sellam, Ankur Parikh, He He

Incorporating Attribution Importance for Improving Faithfulness Metrics

Zhixue Zhao, Nikolaos Aletras

DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships

Chenzhengyi Liu, Jie Huang, Kerui Zhu, Kevin Chen-Chuan Chang

Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs

Siyuan Wang, zhongyu wei, Meng Han, Zhihao Fan, Haijun Shan

Enhancing Language Representation with Constructional Information for Natural Language Understanding

Lvxiaowei Xu, Jianwang Wu, Jiawei Peng, Zhilin Gong, Ming Cai

Movie101: A New Movie Understanding Benchmark

Zihao Yue, Qi Zhang, Anwen Hu, Liang Zhang, Ziheng Wang

Unified Demonstration Retriever for In-Context Learning

Xiaonan Li, Kai Lv, Hang Yan, Tianyang Lin, Wei Zhu

Exploring the Capacity of Pretrained Language Models for Reasoning about Actions and Change

Weinan He, Canming Huang, Zhanhao Xiao, Yongmei Liu

Multi-modal Action Chain Abductive Reasoning

Mengze Li, Tianbao Wang, Jiahe Xu, Kairong Han, Shengyu Zhang

Enhancing Dialogue Generation via Dynamic Graph Knowledge Aggregation

Chen Tang, Hongbo Zhang, Tyler Loakman, Chenghua Lin, Frank Guerin

Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation

Taha Aksu, Min-Yen Kan, Nancy Chen

Back Translation for Speech-to-text Translation Without Transcripts

Qingkai Fang, Yang Feng

Towards Faithful Dialogues via Focus Learning

Yifan Deng, Xingsheng Zhang, Heyan Huang, Yue Hu

Lifting the Curse of Capacity Gap in Distilling Language Models

Chen Zhang, Yang Yang, Jiahao Liu, Jingang Wang, Yunsen Xian

DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models

Zhengfu He, Tianxiang Sun, Qiong Tang, Kuanning Wang, Xuanjing Huang

Early Discovery of Disappearing Entities in Microblogs

Satoshi Akasaki, Naoki Yoshinaga, Masashi Toyoda

Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model

Chantal Amrhein, Florian Schottmann, Rico Sennrich, Samuel Läubli

Solving Math Word Problems via Cooperative Reasoning induced Language Models

Xinyu Zhu, Junjie Wang, Lin Zhang, Yuxiang Zhang, Yongfeng Huang

On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning

Omar Shaikh, Hongxin Zhang, William Held, Michael Bernstein, Diyi Yang

CAME: Confidence-guided Adaptive Memory Efficient Optimization

Yang Luo, Xiaozhe Ren, Zangwei Zheng, Zhuo Jiang, Xin Jiang

Explanation-based Finetuning Makes Models More Robust to Spurious Cues

Josh Magnus Ludan, Yixuan Meng, Tai Nguyen, Saurabh Shah, Qing Lyu

ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems

Sarik Ghazarian, Yijia Shao, Rujun Han, Aram Galstyan, Nanyun Peng

MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction

Zhibin Gou, Qingyan Guo, Yujiu Yang

CELDA: Leveraging Black-box Language Model as Enhanced Classifier without Labels

Hyunsoo Cho, Youna Kim, Sang-goo Lee

Modeling Appropriate Language in Argumentation

Timon Ziegenbein, Shahbaz Syed, Felix Lange, Martin Potthast, Henning Wachsmuth

REDFM: a Filtered and Multilingual Relation Extraction Dataset

‪Pere-Lluís Huguet Cabot, Simone Tedeschi, Axel-Cyrille Ngonga Ngomo, Roberto Navigli

Distilling Script Knowledge from Large Language Models for Constrained Language Planning

Siyu Yuan, Jiangjie Chen, Ziquan Fu, Xuyang Ge, Soham Shah

MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages

Jack Fitzgerald, Christopher Hench, Charith Peris, Scott Mackie, Kay Rottmann

MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition

Jinyuan Fang, Xiaobin Wang, Zaiqiao Meng, Pengjun Xie, Fei Huang

Parameter-Efficient Fine-Tuning without Introducing New Latency

Baohao Liao, Yan Meng, Christof Monz

Causal-Debias: Unifying Debiasing in Pretrained Language Models and Fine-tuning via Causal Invariant Learning

Fan Zhou, Yuzhou Mao, Liu Yu, Yi Yang, Ting Zhong

Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning

Wangzhen Guo, Qinkang Gong, Yanghui Rao, Hanjiang Lai

A fine-grained comparison of pragmatic language understanding in humans and language models

Jennifer Hu, Sammy Floyd, Olessia Jouravlev, Evelina Fedorenko, Edward Gibson

FIREBALL: A Dataset of Dungeons and Dragons Actual-Play with Structured Game State Information

Andrew Zhu, Karmanya Aggarwal, Alexander Feng, Lara J. Martin, Chris Callison-Burch

Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation

Yixin Liu, Alex Fabbri, Pengfei Liu, Yilun Zhao, Linyong Nan

Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model

Ali Omrani, Alireza Salkhordeh Ziabari, Charles Yu, Preni Golazizian, Brendan Kennedy

UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction

Hang Yan, Yu Sun, Xiaonan Li, Yunhua Zhou, Xuanjing Huang

Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations

Yang Deng, Wenxuan Zhang, Yifei Yuan, Wai Lam

Towards Boosting the Open-Domain Chatbot with Human Feedback

Hua Lu, Siqi Bao, Huang He, Fan Wang, Hua Wu

MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision and Language Models & Tasks

Letitia Parcalabescu, Anette Frank

Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning

Ran Zhou, Xin Li, Lidong Bing, Erik Cambria, Chunyan Miao

Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast

Yiduo Guo, Yaobo Liang, Dongyan Zhao, Bing Liu, Nan Duan

Guiding Computational Stance Detection with Expanded Stance Triangle Framework

Zhengyuan Liu, Yong Keong Yap, Hai Leong Chieu, Nancy Chen

Unbalanced Optimal Transport for Unbalanced Word Alignment

Yuki Arase, Han Bao, Sho Yokoi

Faithful Question Answering with Monte-Carlo Planning

Ruixin Hong, Hongming Zhang, Hong Zhao, Dong Yu, Changshui Zhang

Cross-lingual Continual Learning

Meryem M’hamdi, Xiang Ren, Jonathan May

WACO: Word-Aligned Contrastive Learning for Speech Translation

Siqi Ouyang, Rong Ye, Lei Li

DiffusionNER: Boundary Diffusion for Named Entity Recognition

Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu

A Textual Dataset for Situated Proactive Response Selection

Naoki Otani, Jun Araki, HyeongSik Kim, Eduard Hovy

Entity Tracking in Language Models

Najoung Kim, Sebastian Schuster

Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization

Ze-Feng Gao, Kun Zhou, Peiyu Liu, Wayne Xin Zhao, Ji-Rong Wen

Towards Higher Pareto Frontier in Multilingual Machine Translation

Yichong Huang, Xiaocheng Feng, Xinwei Geng, Baohang Li, Bing Qin

MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset

Leonhard Hennig, Philippe Thomas, Sebastian Möller

A Probabilistic Framework for Discovering New Intents

Yunhua Zhou, Guofeng Quan, Xipeng Qiu

Free Lunch for Efficient Textual Commonsense Integration in Language Models

Wanyun Cui, Xingran Chen

Peer-Label Assisted Hierarchical Text Classification

Junru Song, Feifei Wang, Yang Yang

ParaLS: Lexical Substitution via Pretrained Paraphraser

Jipeng Qiang, Kang Liu, Yun Li, Yunhao Yuan, Yi Zhu

Tree-Based Representation and Generation of Natural and Mathematical Language

Alexander Scarlatos, Andrew Lan

Efficient Semiring-Weighted Earley Parsing

Andreas Opedal, Ran Zmigrod, Tim Vieira, Ryan Cotterell, Jason Eisner

GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles

Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang, Kai-Wei Chang, Nanyun Peng

Code4Struct: Code Generation for Few-Shot Event Structure Prediction

Xingyao Wang, Sha Li, Heng Ji

MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling

Yu Song, Santiago Miret, Bang Liu

From Characters to Words: Hierarchical Pre-trained Language Model for Open-vocabulary Language Understanding

Li Sun, Florian Luisier, Kayhan Batmanghelich, Dinei Florencio, Cha Zhang

DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue

William Held, Christopher Hidey, Fei Liu, Eric Zhu, Rahul Goel

Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model

Yeskendir Koishekenov, Alexandre Berard, Vassilina Nikoulina

Alleviating Over-smoothing for Unsupervised Sentence Representation

Nuo Chen, Linjun Shou, Jian Pei, Ming Gong, Bowen Cao

From the One, Judge of the Whole: Typed Entailment Graph Construction with Predicate Generation

Zhibin Chen, Yansong Feng, Dongyan Zhao

History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling

Hao Sun, Yang Li, Liwei Deng, Bowen Li, Binyuan Hui

A Gradient Control Method for Backdoor Attacks on Parameter-Efficient Tuning

Naibin Gu, Peng Fu, Xiyu Liu, Zhengxiao Liu, Zheng Lin

FEDLEGAL: The First Real-World Federated Learning Benchmark for Legal NLP

Zhuo Zhang, Xiangjing Hu, Jingyuan Zhang, Yating Zhang, Hui Wang

Exploring Better Text Image Translation with Multimodal Codebook

Zhibin Lan, Jiawei Yu, Xiang Li, Wen Zhang, Jian Luan

Dual-Alignment Pre-training for Cross-lingual Sentence Embedding

Ziheng Li, Shaohan Huang, Zihan Zhang, Zhi-Hong Deng, Qiang Lou

DOC: Improving Long Story Coherence With Detailed Outline Control

Kevin Yang, Dan Klein, Nanyun Peng, Yuandong Tian

MPCHAT: Towards Multimodal Persona-Grounded Conversation

Jaewoo Ahn, Yeda Song, Sangdoo Yun, Gunhee Kim

We Understand Elliptical Sentences, and Language Models should Too: A New Dataset for Studying Ellipsis and its Interaction with Thematic Fit

Davide Testa, Emmanuele Chersoni, Alessandro Lenci

A Survey on Zero Pronoun Translation

Longyue Wang, Siyou Liu, Mingzhou Xu, Linfeng Song, Shuming Shi

Decoding Symbolism in Language Models

Meiqi Guo, Rebecca Hwa, Adriana Kovashka

PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism

Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze

Word sense extension

Lei Yu, Yang Xu

Generating User-Engaging News Headlines

Pengshan Cai, Kaiqiang Song, SangWoo Cho, Hongwei Wang, Xiaoyang Wang

HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation

Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang

A Critical Evaluation of Evaluations for Long-form Question Answering

Fangyuan Xu, Yixiao Song, Mohit Iyyer, Eunsol Choi

HistRED: A Historical Document-Level Relation Extraction Dataset

Soyoung Yang, Minseok Choi, Youngwoo Cho, Jaegul Choo

An Invariant Learning Characterization of Controlled Text Generation

Carolina Zheng, Claudia Shi, Keyon Vafa, Amir Feder, David Blei

InfoMetIC: An Informative Metric for Reference-free Image Caption Evaluation

Anwen Hu, Shizhe Chen, Liang Zhang, Qin Jin

Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing

Hao Yan, Saurabh Srivastava, Yintao Tai, Sida I. Wang, Wen-tau Yih

Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change Analysis

Mario Giulianelli, Iris Luden, Raquel Fernández, Andrey Kutuzov

Exploring How Generative Adversarial Networks Learn Phonological Representations

Jingyi Chen, Micha Elsner

CORE: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection

Chongyang Tao, Jiazhan Feng, Tao Shen, Chang Liu, Juntao Li

Do PLMs Know and Understand Ontological Knowledge?

Weiqi Wu, Chengyue Jiang, Yong Jiang, Pengjun Xie, Kewei Tu

Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning

Fan Yin, Jesse Vig, Philippe Laban, Shafiq Joty, Caiming Xiong

StoryWars: A Dataset and Instruction Tuning Baselines for Collaborative Story Understanding and Generation

Yulun Du, Lydia Chilton

Learning Action Conditions from Instructional Manuals for Instruction Understanding

Te-Lin Wu, Caiqi Zhang, Qingyuan Hu, Alexander Spangher, Nanyun Peng

Multilingual Multifaceted Understanding of Online News in Terms of Genre, Framing, and Persuasion Techniques

Jakub Piskorski, Nicolas Stefanovitch, Nikolaos Nikolaidis, Giovanni Da San Martino, Preslav Nakov

CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality

Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma

TREA: Tree-Structure Reasoning Schema for Conversational Recommendation

Wendi Li, Wei Wei, Xiaoye Qu, Xian-Ling Mao, Ye Yuan