EMNLP 2023

2,732 papers

Continual Event Extraction with Semantic Confusion Rectification

Zitao Wang, Xinyi Wang, Wei Hu

Enhancing Textbooks with Visuals from the Web for Improved Learning

Janvijay Singh, Vilém Zouhar, Mrinmaya Sachan

Cléa Laouar, Yuki Takezawa, Makoto Yamada

Expository Text Generation: Imitate, Retrieve, Paraphrase

Nishant Balepur, Jie Huang, Kevin Chang

Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning

Sen Yang, Xin Li, Lidong Bing, Wai Lam

SPT: Learning to Selectively Insert Prompts for Better Prompt Tuning

Wei Zhu, Ming Tan

Can Language Models Understand Physical Concepts?

Lei Li, Jingjing Xu, Qingxiu Dong, Ce Zheng, Xu Sun

Cabbage Sweeter than Cake? Analysing the Potential of Large Language Models for Learning Conceptual Spaces

Usashi Chatterjee, Amit Gajbhiye, Steven Schockaert

Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors

Marek Kubis, Paweł Skórzewski, Marcin Sowański, Tomasz Zietkiewicz

Models See Hallucinations: Evaluating the Factuality in Video Captioning

Hui LIU, Xiaojun Wan

CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation.

Philipp Borchert, Jochen De Weerdt, Kristof Coussement, Arno De Caigny, Marie-Francine Moens

Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model

Haikang Deng, Colin Raffel

From Parse-Execute to Parse-Execute-Refine: Improving Semantic Parser for Complex Question Answering over Knowledge Base

Wangzhen Guo, Linyin Luo, Hanjiang Lai, Jian Yin

ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos

Te-Lin Wu, Zi-Yi Dou, Qingyuan Hu, Yu Hou, Nischal Chandra

VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights

Shanshan Xu, Leon Staufer, Santosh T.y.s.s, Oana Ichim, Corina Heri

CESAR: Automatic Induction of Compositional Instructions for Multi-turn Dialogs

Taha Aksu, Devamanyu Hazarika, Shikib Mehri, Seokhwan Kim, Dilek Hakkani-Tur

CodeFusion: A Pre-trained Diffusion Model for Code Generation

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu

mAggretriever: A Simple yet Effective Approach to Zero-Shot Multilingual Dense Retrieval

Sheng-Chieh Lin, Amin Ahmad, Jimmy Lin

Generating Summaries with Controllable Readability Levels

Leonardo F. R. Ribeiro, Mohit Bansal, Markus Dreyer

Vicarious Offense and Noise Audit of Offensive Speech Classifiers: Unifying Human and Machine Disagreement on What is Offensive

Tharindu Weerasooriya, Sujan Dutta, Tharindu Ranasinghe, Marcos Zampieri, Christopher Homan

Physician Detection of Clinical Harm in Machine Translation: Quality Estimation Aids in Reliance and Backtranslation Identifies Critical Errors

Nikita Mehandru, Sweta Agrawal, Yimin Xiao, Ge Gao, Elaine Khoong

TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models

Jing Xiong, Jianhao Shen, Ye Yuan, Haiming Wang, Yichun Yin

BioFEG: Generate Latent Features for Biomedical Entity Linking

Xuhui Sui, Ying Zhang, Xiangrui Cai, Kehui Song, Baohang Zhou

DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation

Yongxin Zhu, Zhujin Gao, Xinyuan Zhou, Ye Zhongyi, Linli Xu

Crystal: Introspective Reasoners Reinforced with Self-Feedback

Jiacheng Liu, Ramakanth Pasunuru, Hannaneh Hajishirzi, Yejin Choi, Asli Celikyilmaz

Beyond Detection: A Defend-and-Summarize Strategy for Robust and Interpretable Rumor Analysis on Social Media

Yi-Ting Chang, Yun-Zhu Song, Yi-Syuan Chen, Hong-Han Shuai

StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding

Cheng Jiayang, Lin Qiu, Tsz Chan, Tianqing Fang, Weiqi Wang

Integrating Language Models into Direct Speech Translation: An Inference-Time Solution to Control Gender Inflection

Dennis Fucci, Marco Gaido, Sara Papi, Mauro Cettolo, Matteo Negri

Seq2seq is All You Need for Coreference Resolution

Wenzheng Zhang, Sam Wiseman, Karl Stratos

Countering Misinformation via Emotional Response Generation

Daniel Russo, Shane Kaszefski-Yaschuk, Jacopo Staiano, Marco Guerini

Axiomatic Preference Modeling for Longform Question Answering

Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett

Don’t Take This Out of Context!: On the Need for Contextual Models and Evaluations for Stylistic Rewriting

Akhila Yerukola, Xuhui Zhou, Elizabeth Clark, Maarten Sap

Interventional Rationalization

Linan Yue, Qi Liu, Li Wang, Yanqing An, Yichao Du

Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark

Minje Choi, Jiaxin Pei, Sagar Kumar, Chang Shu, David Jurgens

An Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical Perspectives

Young Min Cho, Sunny Rai, Lyle Ungar, João Sedoc, Sharath Guntuku

Deciphering Stereotypes in Pre-Trained Language Models

Weicheng Ma, Henry Scheible, Brian Wang, Goutham Veeramachaneni, Pratim Chowdhary

Zero-shot Sharpness-Aware Quantization for Pre-trained Language Models

Miaoxi Zhu, Qihuang Zhong, Li Shen, Liang Ding, Juhua Liu

Gregory Yauney, Emily Reif, David Mimno

TATA: Stance Detection via Topic-Agnostic and Topic-Aware Embeddings

Hans Hanley, Zakir Durumeric

UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers

Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz

Anchoring Fine-tuning of Sentence Transformer with Semantic Label Information for Efficient Truly Few-shot Classification

Amalie Pauli, Leon Derczynski, Ira Assent

Polyglot or Not? Measuring Multilingual Encyclopedic Knowledge in Foundation Models

Tim Schott, Daniel Furman, Shreshta Bhat

Explaining with Contrastive Phrasal Highlighting: A Case Study in Assisting Humans to Detect Translation Differences

Eleftheria Briakou, Navita Goyal, Marine Carpuat

clembench: Using Game Play to Evaluate Chat-Optimized Language Models as Conversational Agents

Kranti Chalamalasetti, Jana Götze, Sherzod Hakimov, Brielen Madureira, Philipp Sadler

Explicit Planning Helps Language Models in Logical Reasoning

Hongyu Zhao, Kangrui Wang, Mo Yu, Hongyuan Mei

Architectural Sweet Spots for Modeling Human Label Variation by the Example of Argument Quality: It’s Best to Relate Perspectives!

Philipp Heinisch, Matthias Orlikowski, Julia Romberg, Philipp Cimiano

SpEL: Structured Prediction for Entity Linking

Hassan Shavarani, Anoop Sarkar

Collaborative Generative AI: Integrating GPT-k for Efficient Editing in Text-to-Image Generation

Wanrong Zhu, Xinyi Wang, Yujie Lu, Tsu-Jui Fu, Xin Wang

Argument-based Detection and Classification of Fallacies in Political Debates

Pierpaolo Goffredo, Mariana Chaves, Serena Villata, Elena Cabrio

A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models

Yi Zhou, Jose Camacho-Collados, Danushka Bollegala

Semi-supervised multimodal coreference resolution in image narrations

Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen

Improving Bias Mitigation through Bias Experts in Natural Language Understanding

Eojin Jeon, Mingyu Lee, Juhyeong Park, Yeachan Kim, Wing-Lam Mok

TaskWeb: Selecting Better Source Tasks for Multi-task NLP

Joongwon Kim, Akari Asai, Gabriel Ilharco, Hannaneh Hajishirzi

Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model

Qi Jia, Siyu Ren, Yizhu Liu, Kenny Zhu

We Are What We Repeatedly Do: Inducing and Deploying Habitual Schemas in Persona-Based Responses

Benjamin Kane, Lenhart Schubert

Revisiting the Knowledge Injection Frameworks

Peng Fu, Yiming Zhang, Haobo Wang, Weikang Qiu, Junbo Zhao

Evaluating Evaluation Metrics: A Framework for Analyzing NLG Evaluation Metrics using Measurement Theory

Ziang Xiao, Susu Zhang, Vivian Lai, Q. Vera Liao

Systematic word meta-sense extension

Lei Yu

Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning

Saibo Geng, Martin Josifoski, Maxime Peyrard, Robert West

FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization

Nan Zhang, Yusen Zhang, Wu Guo, Prasenjit Mitra, Rui Zhang

Program Translation via Code Distillation

Yufan Huang, MengNan Qi, Yongqiang Yao, Maoquan Wang, Bin Gu

BERTie Bott’s Every Flavor Labels: A Tasty Introduction to Semantic Role Labeling for Galician

Micaella Bruton, Meriem Beloucif

Reduce Human Labor On Evaluating Conversational Information Retrieval System: A Human-Machine Collaboration Approach

Chen Huang, Peixin Qin, Wenqiang Lei, Jiancheng Lv

CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations

Myra Cheng, Tiziano Piccardi, Diyi Yang

An Iteratively Parallel Generation Method with the Pre-Filling Strategy for Document-level Event Extraction

Guanhua Huang, Runxin Xu, Ying Zeng, Jiaze Chen, Zhouwang Yang

PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs

Rahul Goel, Waleed Ammar, Aditya Gupta, Siddharth Vashishtha, Motoki Sano

Cross-Lingual Cross-Target Stance Detection with Dual Knowledge Distillation Framework

Ruike Zhang, Hanxuan Yang, Wenji Mao

Enhancing the Ranking Context of Dense Retrieval through Reciprocal Nearest Neighbors

George Zerveas, Navid Rekabsaz, Carsten Eickhoff

AD-NLP: A Benchmark for Anomaly Detection in Natural Language Processing

Matei Bejan, Andrei Manolache, Marius Popescu

Rethinking and Improving Multi-task Learning for End-to-end Speech Translation

Yuhao Zhang, Chen Xu, Bei Li, Hao Chen, Tong Xiao

AMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation Suite

Jonas Groschwitz, Shay Cohen, Lucia Donatelli, Meaghan Fowlie

Conceptor-Aided Debiasing of Large Language Models

Li S. Yifei, Lyle Ungar, João Sedoc

Bridging the Digital Divide: Performance Variation across Socio-Economic Factors in Vision-Language Models

Joan Nwatu, Oana Ignat, Rada Mihalcea

Learning from Mistakes via Cooperative Study Assistant for Large Language Models

Danqing Wang, Lei Li

Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models

Jirui Qi, Raquel Fernández, Arianna Bisazza

Goal-Driven Explainable Clustering via Language Descriptions

Zihan Wang, Jingbo Shang, Ruiqi Zhong

3DRP-Net: 3D Relative Position-aware Network for 3D Visual Grounding

Zehan Wang, Haifeng Huang, Yang Zhao, Linjun Li, Xize Cheng

ALDi: Quantifying the Arabic Level of Dialectness of Text

Amr Keleg, Sharon Goldwater, Walid Magdy

What do Deck Chairs and Sun Hats Have in Common? Uncovering Shared Properties in Large Concept Vocabularies

Amit Gajbhiye, Zied Bouraoui, Na Li, Usashi Chatterjee, Luis Espinosa-Anke

E-CORE: Emotion Correlation Enhanced Empathetic Dialogue Generation

Fengyi Fu, Lei Zhang, Quan Wang, Zhendong Mao

Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks

Yimu Wang, Xiangru Jian, Bo Xue

CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion

Xingwei He, Yeyun Gong, A-Long Jin, Hang Zhang, Anlei Dong

Unraveling Feature Extraction Mechanisms in Neural Networks

Xiaobing Sun, Jiaxi Li, Wei Lu

People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection

Indira Sen, Dennis Assenmacher, Mattia Samory, Isabelle Augenstein, Wil Aalst

GazeVQA: A Video Question Answering Dataset for Multiview Eye-Gaze Task-Oriented Collaborations

Muhammet Ilaslan, Chenan Song, Joya Chen, Difei Gao, Weixian Lei

Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations

Zhuoyan Li, Hangxiao Zhu, Zhuoran Lu, Ming Yin

Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification

Mujeen Sung, James Gung, Elman Mansimov, Nikolaos Pappas, Raphael Shu

Contextual Interaction for Argument Post Quality Assessment

Yiran Wang, Xuanang Chen, Ben He, Le Sun

Hidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection

Xinlin Peng, Ying Zhou, Ben He, Le Sun, Yingfei Sun

Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting

Preethi Lahoti, Nicholas Blumm, Xiao Ma, Raghavendra Kotikalapudi, Sahitya Potluri

Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset

Arthur Amalvy, Vincent Labatut, Richard Dufour

Using Artificial French Data to Understand the Emergence of Gender Bias in Transformer Language Models

Lina Conti, Guillaume Wisniewski

The ACL OCL Corpus: Advancing Open Science in Computational Linguistics

Shaurya Rohatgi, Yanxia Qin, Benjamin Aw, Niranjana Unnithan, Min-Yen Kan

Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs

Yatin Nandwani, Vineet Kumar, Dinesh Raghu, Sachindra Joshi, Luis Lastras

Simple and Effective Input Reformulations for Translation

Brian Yu, Hansen Lillemark, Kurt Keutzer

The Distributional Hypothesis Does Not Fully Explain the Benefits of Masked Language Model Pretraining

Ting-Rui Chiang, Dani Yogatama

Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT

Xiaoshuai Song, Keqing He, Pei Wang, Guanting Dong, Yutao Mou

HutCRS: Hierarchical User-Interest Tracking for Conversational Recommender System

Mingjie Qian, Yongsen Zheng, Jinghui Qin, Liang Lin

Comparing Biases and the Impact of Multilingual Training across Multiple Languages

Sharon Levy, Neha John, Ling Liu, Yogarshi Vyas, Jie Ma

MarkQA: A large scale KBQA dataset with numerical reasoning

Xiang Huang, Sitao Cheng, Yuheng Bao, Shanshan Huang, Yuzhong Qu