ACL 2023

2,767 papers

Just Like a Human Would, Direct Access to Sarcasm Augmented with Potential Result and Reaction

Changrong Min, Ximing Li, Liang Yang, Zhilin Wang, Bo Xu

Language Detoxification with Attribute-Discriminative Latent Space

Jin Myung Kwak, Minseon Kim, Sung Ju Hwang

Dialog-Post: Multi-Level Self-Supervised Objectives and Hierarchical Model for Dialogue Post-Training

Zhenyu Zhang, Lei Shen, Yuming Zhao, Meng Chen, Xiaodong He

Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization

Xinyu Wang, Lin Gui, Yulan He

Token-wise Decomposition of Autoregressive Language Model Hidden States for Analyzing Model Predictions

Byung-Doh Oh, William Schuler

Improved Instruction Ordering in Recipe-Grounded Conversation

Duong Le, Ruohao Guo, Wei Xu, Alan Ritter

A New Direction in Stance Detection: Target-Stance Extraction in the Wild

Yingjie Li, Krishna Garg, Cornelia Caragea

DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering

Ella Neeman, Roee Aharoni, Or Honovich, Leshem Choshen, Idan Szpektor

Direct Fact Retrieval from Knowledge Graphs without Entity Linking

Jinheon Baek, Alham Fikri Aji, Jens Lehmann, Sung Ju Hwang

Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions

Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot, Ashish Sabharwal

Dating Greek Papyri with Text Regression

John Pavlopoulos, Maria Konstantinidou, Isabelle Marthot-Santaniello, Holger Essler, Asimina Paparigopoulou

Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction

Ashish Sharma, Kevin Rushton, Inna Lin, David Wadden, Khendra Lucas

NatLogAttack: A Framework for Attacking Natural Language Inference Models with Natural Logic

Zi’ou Zheng, Xiaodan Zhu

SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluation

Junkai Zhou, Liang Pang, Huawei Shen, Xueqi Cheng

SIMSUM: Document-level Text Simplification via Simultaneous Summarization

Sofia Blinova, Xinyu Zhou, Martin Jaggi, Carsten Eickhoff, Seyed Ali Bahrainian

An Inner Table Retriever for Robust Table Question Answering

Weizhe Lin, Rexhina Blloshmi, Bill Byrne, Adrià de Gispert, Gonzalo Iglesias

Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge

Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li

Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations

Lucy Lu Wang, Yulia Otmakhova, Jay DeYoung, Thinh Hung Truong, Bailey Kuehl

SeeGULL: A Stereotype Benchmark with Broad Geo-Cultural Coverage Leveraging Generative Models

Akshita Jha, Aida Davani, Chandan K. Reddy, Shachi Dave, Vinodkumar Prabhakaran

infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information

Jaehyung Kim, Yekyung Kim, Karin de Langis, Jinwoo Shin, Dongyeop Kang

When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories

Alex Mallen, Akari Asai, Victor Zhong, Rajarshi Das, Daniel Khashabi

PromptRank: Unsupervised Keyphrase Extraction Using Prompt

Aobo Kong, Shiwan Zhao, Hao Chen, Qicheng Li, Yong Qin

PAED: Zero-Shot Persona Attribute Extraction in Dialogues

Luyao Zhu, Wei Li, Rui Mao, Vlad Pandelea, Erik Cambria

A Measure-Theoretic Characterization of Tight Language Models

Li Du, Lucas Torroba Hennigen, Tiago Pimentel, Clara Meister, Jason Eisner

Towards Better Entity Linking with Multi-View Enhanced Distillation

Yi Liu, Yuan Tian, Jianxun Lian, Xinlong Wang, Yanan Cao

Concise Answers to Complex Questions: Summarization of Long-form Answers

Abhilash Potluri, Fangyuan Xu, Eunsol Choi

Backdooring Neural Code Search

Weisong Sun, Yuchen Chen, Guanhong Tao, Chunrong Fang, Xiangyu Zhang

DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering

Pei Ke, Fei Huang, Fei Mi, Yasheng Wang, Qun Liu

Decoupling Pseudo Label Disambiguation and Representation Learning for Generalized Intent Discovery

Yutao Mou, Xiaoshuai Song, Keqing He, Chen Zeng, Pei Wang

Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering

Hai Ye, Qizhe Xie, Hwee Tou Ng

More than Classification: A Unified Framework for Event Temporal Relation Extraction

Quzhe Huang, Yutong Hu, Shengqi Zhu, Yansong Feng, Chang Liu

I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation

Chandra Bhagavatula, Jena D. Hwang, Doug Downey, Ronan Le Bras, Ximing Lu

Interpreting Positional Information in Perspective of Word Order

Zhang Xilong, Liu Ruochen, Liu Jin, Liang Xuefeng

Pre-training Multi-party Dialogue Models with Latent Discourse Inference

YiYang Li, Xinting Huang, Wei Bi, Hai Zhao

Document-Level Event Argument Extraction With a Chain Reasoning Paradigm

Jian Liu, Chen Liang, Jinan Xu, Haoyan Liu, Zhe Zhao

Unsupervised Extractive Summarization of Emotion Triggers

Tiberiu Sosea, Hongli Zhan, Junyi Jessy Li, Cornelia Caragea

Ideology Prediction from Scarce and Biased Supervision: Learn to Disregard the “What” and Focus on the “How”!

Chen Chen, Dylan Walker, Venkatesh Saligrama

The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning

Zhuang Li, Lizhen Qu, Philip Cohen, Raj Tumuluri, Gholamreza Haffari

NEUROSTRUCTURAL DECODING: Neural Text Generation with Structural Constraints

Mohaddeseh Bastan, Mihai Surdeanu, Niranjan Balasubramanian

Generating Hashtags for Short-form Videos with Guided Signals

Tiezheng Yu, Hanchao Yu, Davis Liang, Yuning Mao, Shaoliang Nie

Learning to Imagine: Visually-Augmented Natural Language Generation

Tianyi Tang, Yushuo Chen, Yifan Du, Junyi Li, Wayne Xin Zhao

Open Set Relation Extraction via Unknown-Aware Training

Jun Zhao, Xin Zhao, WenYu Zhan, Qi Zhang, Tao Gui

Searching for Needles in a Haystack: On the Role of Incidental Bilingualism in PaLM’s Translation Capability

Eleftheria Briakou, Colin Cherry, George Foster

Log-linear Guardedness and its Implications

Shauli Ravfogel, Yoav Goldberg, Ryan Cotterell

GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator

Jian Yang, Shuming Ma, Li Dong, Shaohan Huang, Haoyang Huang

How poor is the stimulus? Evaluating hierarchical generalization in neural networks trained on child-directed speech

Aditya Yedetore, Tal Linzen, Robert Frank, R. Thomas McCoy

Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation

Xiaohang Tang, Yi Zhou, Danushka Bollegala

Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation

Yulong Chen, Huajian Zhang, Yijie Zhou, Xuefeng Bai, Yueguan Wang

CLAPSpeech: Learning Prosody from Text Context with Contrastive Language-Audio Pre-Training

Zhenhui Ye, Rongjie Huang, Yi Ren, Ziyue Jiang, Jinglin Liu

EEL: Efficiently Encoding Lattices for Reranking

Prasann Singhal, Jiacheng Xu, Xi Ye, Greg Durrett

Limitations of Language Models in Arithmetic and Symbolic Induction

Jing Qian, Hong Wang, Zekun Li, Shiyang Li, Xifeng Yan

Span-level Aspect-based Sentiment Analysis via Table Filling

Mao Zhang, Yongxin Zhu, Zhen Liu, Zhimin Bao, Yunfei Wu

Causality-aware Concept Extraction based on Knowledge-guided Prompting

Siyu Yuan, Deqing Yang, Jinxi Liu, Shuyu Tian, Jiaqing Liang

Unsupervised Melody-to-Lyrics Generation

Yufei Tian, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Gunnar Sigurdsson

lilGym: Natural Language Visual Reasoning with Reinforcement Learning

Anne Wu, Kianté Brantley, Noriyuki Kojima, Yoav Artzi

Benchmarking Large Language Model Capabilities for Conditional Generation

Joshua Maynez, Priyanka Agrawal, Sebastian Gehrmann

Translation-Enhanced Multilingual Text-to-Image Generation

Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulić, Anna Korhonen

Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference

Junhao Zheng, Qianli Ma, Shengjie Qiu, Yue Wu, Peitian Ma

Grounded Multimodal Named Entity Recognition on Social Media

Jianfei Yu, Ziyan Li, Jieming Wang, Rui Xia

WinoQueer: A Community-in-the-Loop Benchmark for Anti-LGBTQ+ Bias in Large Language Models

Virginia Felkner, Ho-Chun Herbert Chang, Eugene Jang, Jonathan May

Backpack Language Models

John Hewitt, John Thickstun, Christopher Manning, Percy Liang

NLPositionality: Characterizing Design Biases of Datasets and Models

Sebastin Santy, Jenny Liang, Ronan Le Bras, Katharina Reinecke, Maarten Sap

BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric

Mingda Chen, Paul-Ambroise Duquenne, Pierre Andrews, Justine Kao, Alexandre Mourachko

Knowledgeable Parameter Efficient Tuning Network for Commonsense Question Answering

Ziwang Zhao, Linmei Hu, Hanyu Zhao, Yingxia Shao, Yequan Wang

MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies

Shiyue Zhang, Shijie Wu, Ozan Irsoy, Steven Lu, Mohit Bansal

FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction

Chen-Yu Lee, Chun-Liang Li, Hao Zhang, Timothy Dozat, Vincent Perot

Synthesize, Prompt and Transfer: Zero-shot Conversational Question Generation with Pre-trained Language Model

Hongwei Zeng, Bifan Wei, Jun Liu, Weiping Fu

WebCPM: Interactive Web Search for Chinese Long-form Question Answering

Yujia Qin, Zihan Cai, Dian Jin, Lan Yan, Shihao Liang

Characterizing and Measuring Linguistic Dataset Drift

Tyler A. Chang, Kishaloy Halder, Neha Anna John, Yogarshi Vyas, Yassine Benajiba

My side, your side and the evidence: Discovering aligned actor groups and the narratives they weave

Pavan Holur, David Chong, Timothy Tangherlini, Vwani Roychowdhury

SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks

Suwon Shon, Siddhant Arora, Chyi-Jiunn Lin, Ankita Pasad, Felix Wu

Towards Identifying Fine-Grained Depression Symptoms from Memes

Shweta Yadav, Cornelia Caragea, Chenye Zhao, Naincy Kumari, Marvin Solberg

Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process

Fanghua Ye, Zhiyuan Hu, Emine Yilmaz

The CRINGE Loss: Learning what language not to model

Leonard Adolphs, Tianyu Gao, Jing Xu, Kurt Shuster, Sainbayar Sukhbaatar

Soft Alignment Objectives for Robust Adaptation of Language Generation

Michal Štefánik, Marek Kadlcik, Petr Sojka

How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks

Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy

BLIND: Bias Removal With No Demographics

Hadas Orgad, Yonatan Belinkov

What does the Failure to Reason with “Respectively” in Zero/Few-Shot Settings Tell Us about Language Models?

Ruixiang Cui, Seolhwa Lee, Daniel Hershcovich, Anders Søgaard

DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation

Yuxi Feng, Xiaoyuan Yi, Xiting Wang, Laks Lakshmanan, V.S.

bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark

Momchil Hardalov, Pepa Atanasova, Todor Mihaylov, Galia Angelova, Kiril Simov

Conflicts, Villains, Resolutions: Towards models of Narrative Media Framing

Lea Frermann, Jiatong Li, Shima Khanehzar, Gosia Mikolajczak

Dynamic Regularization in UDA for Transformers in Multimodal Classification

Ivonne Monter-Aldana, Adrian Pastor Lopez Monroy, Fernando Sanchez-Vega

PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks

Weiwen Xu, Xin Li, Yang Deng, Wai Lam, Lidong Bing

Efficient Shapley Values Estimation by Amortization for Text Classification

Chenghao Yang, Fan Yin, He He, Kai-Wei Chang, Xiaofei Ma

Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method

Yiming Wang, Zhuosheng Zhang, Rui Wang

VendorLink: An NLP approach for Identifying & Linking Vendor Migrants & Potential Aliases on Darknet Markets

Vageesh Saxena, Nils Rethmeier, Gijs van Dijck, Gerasimos Spanakis

Dual Class Knowledge Propagation Network for Multi-label Few-shot Intent Detection

Feng Zhang, Wei Chen, Fei Ding, Tengjiao Wang

AV-TranSpeech: Audio-Visual Robust Speech-to-Speech Translation

Rongjie Huang, Huadai Liu, Xize Cheng, Yi Ren, Linjun Li

End-to-end Knowledge Retrieval with Multi-modal Queries

Man Luo, Zhiyuan Fang, Tejas Gokhale, Yezhou Yang, Chitta Baral

On “Scientific Debt” in NLP: A Case for More Rigour in Language Model Pre-Training Research

Made Nindyatama Nityasya, Haryo Wibowo, Alham Fikri Aji, Genta Winata, Radityo Eko Prasojo

CFSum Coarse-to-Fine Contribution Network for Multimodal Summarization

Min Xiao, Junnan Zhu, Haitao Lin, Yu Zhou, Chengqing Zong

HiFi: High-Information Attention Heads Hold for Parameter-Efficient Model Adaptation

Anchun Gui, Han Xiao

Targeted Data Generation: Finding and Fixing Model Weaknesses

Zexue He, Marco Tulio Ribeiro, Fereshte Khani

Attributable and Scalable Opinion Summarization

Tom Hosking, Hao Tang, Mirella Lapata

(QA)2: Question Answering with Questionable Assumptions

Najoung Kim, Phu Mon Htut, Samuel R. Bowman, Jackson Petty

AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression

Siyue Wu, Hongzhan Chen, Xiaojun Quan, Qifan Wang, Rui Wang

Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing

Maxwell Crouse, Pavan Kapanipathi, Subhajit Chaudhury, Tahira Naseem, Ramon Fernandez Astudillo

Don’t Parse, Choose Spans! Continuous and Discontinuous Constituency Parsing via Autoregressive Span Selection

Songlin Yang, Kewei Tu

RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation

Shuai Liu, Hyundong Cho, Marjorie Freedman, Xuezhe Ma, Jonathan May

Learning Answer Generation using Supervision from Automatic Question Answering Evaluators

Matteo Gabburo, Siddhant Garg, Rik Koncel-Kedziorski, Alessandro Moschitti