EMNLP 2023: all accepted papers

1,182 papers · page 7 of 12 · the most cited first · ← EMNLP 2023

Zero-Shot Multi-Label Topic Inference with Sentence Encoders and LLMs ↗Souvika Sarkar, Dongji Feng, Shubhra Kanti Karmaker Santu5 citations
“Mistakes Help Us Grow”: Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms ↗Kunal Handa, Margarett Clapper, Jessica Boyle et al.5 citations
A Fair and In-Depth Evaluation of Existing End-to-End Entity Linking Systems ↗Hannah Bast, Matthias Hertel, Natalie Prange4 citations
A Picture is Worth a Thousand Words: Language Models Plan from Pixels ↗Anthony Liu, Lajanugen Logeswaran, Sungryull Sohn et al.4 citations
A Scalable Framework for Table of Contents Extraction from Complex ESG Annual Reports ↗Xinyu Wang, Lin Gui, Yulan He4 citations
ALCUNA: Large Language Models Meet New Knowledge ↗Xunjian Yin, Baizhou Huang, Xiaojun Wan4 citations
ALDi: Quantifying the Arabic Level of Dialectness of Text ↗Amr Keleg, Sharon Goldwater, Walid Magdy4 citations
Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference ↗Biao Fu, Minpeng Liao, Kai Fan et al.4 citations
An Empirical Study of Translation Hypothesis Ensembling with Large Language Models ↗António Farinhas, José G. C. de Souza, André F. T. Martins4 citations
An Expression Tree Decoding Strategy for Mathematical Equation Generation ↗Wenqi Zhang, Yongliang Shen, Qingpeng Nong et al.4 citations
Analyzing Cognitive Plausibility of Subword Tokenization ↗Lisa Beinborn, Yuval Pinter4 citations
AnyTOD: A Programmable Task-Oriented Dialog System ↗Jeffrey Zhao, Yuan Cao, Raghav Gupta et al.4 citations
Automatic Transcription of Handwritten Old Occitan Language ↗Esteban Garces Arias, Vallari Pai, Matthias Schöffel et al.4 citations
BiasX: “Thinking Slow” in Toxic Content Moderation with Explanations of Implied Social Biases ↗Yiming Zhang, Sravani Nanduri, Liwei Jiang et al.4 citations
CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion ↗Xingwei He, Yeyun Gong, A-Long Jin et al.4 citations
COHESENTIA: A Novel Benchmark of Incremental versus Holistic Assessment of Coherence in Generated Texts ↗Aviya Maimon, Reut Tsarfaty4 citations
Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic Systems ↗Marek Kadlčík, Michal Štefánik, Ondrej Sotolar et al.4 citations
Can Language Models Laugh at YouTube Short-form Videos? ↗Dayoon Ko, Sangho Lee, Gunhee Kim4 citations
Can language models learn analogical reasoning? Investigating training objectives and comparisons to human performance ↗Molly Petersen, Lonneke van der Plas4 citations
ChatEdit: Towards Multi-turn Interactive Facial Image Editing via Dialogue ↗Xing Cui, Zekun Li, Pei Li et al.4 citations
CiteBench: A Benchmark for Scientific Citation Text Generation ↗Martin Funkquist, Ilia Kuznetsov, Yufang Hou et al.4 citations
Clinical Contradiction Detection ↗Dave Makhervaks, Plia Gillis, Kira Radinsky4 citations
Collaborative Generative AI: Integrating GPT-k for Efficient Editing in Text-to-Image Generation ↗Wanrong Zhu, Xinyi Wang, Yujie Lu et al.4 citations
CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models ↗Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulić4 citations
Contextual Interaction for Argument Post Quality Assessment ↗Yiran Wang, Xuanang Chen, Ben He et al.4 citations
Continual Learning for Multilingual Neural Machine Translation via Dual Importance-based Model Division ↗Junpeng Liu, Kaiyu Huang, Hao Yu et al.4 citations
Countering Misinformation via Emotional Response Generation ↗Daniel Russo, Shane Kaszefski-Yaschuk, Jacopo Staiano et al.4 citations
Cross-lingual Transfer Can Worsen Bias in Sentiment Analysis ↗Seraphina Goldfarb-Tarrant, Björn Ross, Adam Lopez4 citations
DNA: Denoised Neighborhood Aggregation for Fine-grained Category Discovery ↗Wenbin An, Feng Tian, Wenkai Shi et al.4 citations
DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4 ↗Yebowen Hu, Kaiqiang Song, Sangwoo Cho et al.4 citations
Deep Natural Language Feature Learning for Interpretable Prediction ↗Felipe Urrutia, Cristian Calderon, Valentin Barriere4 citations
Detecting Spoilers in Movie Reviews with External Movie Knowledge and User Networks ↗Heng Wang, Wenqian Zhang, Yuyang Bai et al.4 citations
Dialogizer: Context-aware Conversational-QA Dataset Generation from Textual Sources ↗Yerin Hwang, Yongil Kim, Hyunkyung Bae et al.4 citations
Do Differences in Values Influence Disagreements in Online Discussions? ↗Michiel van der Meer, Piek Vossen, Catholijn M. Jonker et al.4 citations
Document-level Relationship Extraction by Bidirectional Constraints of Beta Rules ↗Yichun Liu, Zizhong Zhu, Xiaowang Zhang et al.4 citations
Does Named Entity Recognition Truly Not Scale Up to Real-world Product Attribute Extraction? ↗Wei-Te Chen, Keiji Shinzato, Naoki Yoshinaga et al. · Industry Track4 citations
EfficientOCR: An Extensible, Open-Source Package for Efficiently Digitizing World Knowledge ↗Tom Bryan, Jacob Carlson, Abhishek Arora et al. · System Demonstrations4 citations
Elaborative Simplification as Implicit Questions Under DiscussionYating Wu, William Sheffield, Kyle Mahowald et al.4 citations · our summary
Explaining Interactions Between Text Spans ↗Sagnik Ray Choudhury, Pepa Atanasova, Isabelle Augenstein4 citations
Fair Text Classification with Wasserstein Independence ↗Thibaud Leteno, Antoine Gourru, Charlotte Laclau et al.4 citations
From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification ↗Shanshan Xu, Santosh T.Y.S.S, Oana Ichim et al.4 citations
From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation ↗Jiaxin Ge, Sanjay Subramanian, Trevor Darrell et al.4 citations
Generating Commonsense Counterfactuals for Stable Relation Extraction ↗Xin Miao, Yongqi Li, Tieyun Qian4 citations
Gentopia.AI: A Collaborative Platform for Tool-Augmented LLMs ↗Binfeng Xu, Xukun Liu, Hua Shen et al. · System Demonstrations4 citations
HistAlign: Improving Context Dependency in Language Generation by Aligning with History ↗David Wan, Shiyue Zhang, Mohit Bansal4 citations
Hop, Union, Generate: Explainable Multi-hop Reasoning without Rationale Supervision ↗Wenting Zhao, Justin Chiu, Claire Cardie et al.4 citations
Improving Contextual Query Rewrite for Conversational AI Agents through User-preference Feedback Learning ↗Zhongkai Sun, Yingxue Zhou, Jie Hao et al. · Industry Track4 citations
Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs ↗Simone Conia, Min Li, Daniel Lee et al.4 citations
InstructPTS: Instruction-Tuning LLMs for Product Title Summarization ↗Besnik Fetahu, Zhiyu Chen, Oleg Rokhlenko et al. · Industry Track4 citations
KEBAP: Korean Error Explainable Benchmark Dataset for ASR and Post-processing ↗Seonmin Koo, Chanjun Park, Jinsung Kim et al.4 citations
Knowledge Graph Compression Enhances Diverse Commonsense Generation ↗EunJeong Hwang, Veronika Thost, Vered Shwartz et al.4 citations
Knowledge Rumination for Pre-trained Language Models ↗Yunzhi Yao, Peng Wang, Shengyu Mao et al.4 citations
LLM-enhanced Self-training for Cross-domain Constituency Parsing ↗Jianling Li, Meishan Zhang, Peiming Guo et al.4 citations
Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation ↗Kaiyu Huang, Peng Li, Junpeng Liu et al.4 citations
Length Does Matter: Summary Length can Bias Summarization Metrics ↗Xiaobo Guo, Soroush Vosoughi4 citations
MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition ↗Shuhui Wu, Yongliang Shen, Zeqi Tan et al.4 citations
MailEx: Email Event and Argument Extraction ↗Saurabh Srivastava, Gaurav Singh, Shou Matsumoto et al.4 citations
MeaeQ: Mount Model Extraction Attacks with Efficient Queries ↗Chengwei Dai, Minxuan Lv, Kun Li et al.4 citations
Modeling Conceptual Attribute Likeness and Domain Inconsistency for Metaphor Detection ↗Yuan Tian, Nan Xu, Wenji Mao et al.4 citations
Natural Language Decompositions of Implicit Content Enable Better Text Representations ↗Alexander Hoyle, Rupak Sarkar, Pranav Goel et al.4 citations
Noisy Exemplars Make Large Language Models More Robust: A Domain-Agnostic Behavioral Analysis ↗Hongyi Zheng, Abulhair Saparov4 citations
Open Information Extraction via Chunks ↗Kuicai Dong, Aixin Sun, Jung-jae Kim et al.4 citations
PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching ↗Zhenting Qi, Xiaoyu Tan, Shaojie Shi et al. · Industry Track4 citations
PTP: Boosting Stability and Performance of Prompt Tuning with Perturbation-Based Regularizer ↗Lichang Chen, Jiuhai Chen, Heng Huang et al.4 citations
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs ↗Yatin Nandwani, Vineet Kumar, Dinesh Raghu et al.4 citations
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification ↗Mujeen Sung, James Gung, Elman Mansimov et al.4 citations
Prompt-based Logical Semantics Enhancement for Implicit Discourse Relation RecognitionChenxu Wang, Ping Jian, Mu Huang4 citations · our summary
PromptST: Abstract Prompt Learning for End-to-End Speech Translation ↗Tengfei Yu, Liang Ding, Xuebo Liu et al.4 citations
Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation ↗Jiaang Li, Quan Wang, Yi Liu et al.4 citations
ReSee: Responding through Seeing Fine-grained Visual Knowledge in Open-domain Dialogue ↗Haoqin Tu, Yitong Li, Fei Mi et al.4 citations
Reconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting Transcripts ↗Haochen Tan, Han Wu, Wei Shao et al.4 citations
Reducing Sequence Length by Predicting Edit Spans with Large Language Models ↗Masahiro Kaneko, Naoaki Okazaki4 citations
Reformulating NLP tasks to Capture Longitudinal Manifestation of Language Disorders in People with Dementia. ↗Dimitris Gkoumas, Matthew Purver, Maria Liakata4 citations
Retrieval-Enhanced Dual Encoder Training for Product Matching ↗Justin Chiu · Industry Track4 citations
Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning ↗Sapan Shah, Sreedhar Reddy, Pushpak Bhattacharyya4 citations
Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model ↗Haikang Deng, Colin Raffel4 citations
Scalable-DSC: A Structural Template Prompt Approach to Scalable Dialogue State Correction ↗Haoxiang Su, Hongyan Xie, Hao Huang et al.4 citations
Security Challenges in Natural Language Processing Models ↗Qiongkai Xu, Xuanli He · Tutorial Abstracts4 citations
Select, Prompt, Filter: Distilling Large Language Models for Summarizing Conversations ↗Minh-Quang Pham, Sathish Indurthi, Shamil Chollampatt et al.4 citations
Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks ↗Haoqi Zheng, Qihuang Zhong, Liang Ding et al.4 citations
Self-Improvement of Non-autoregressive Model via Sequence-Level Distillation ↗Yusheng Liao, Shuyang Jiang, Yiqi Li et al.4 citations
Self-Influence Guided Data Reweighting for Language Model Pre-training ↗Megh Thakkar, Tolga Bolukbasi, Sriram Ganapathy et al.4 citations
StereoMap: Quantifying the Awareness of Human-like Stereotypes in Large Language Models ↗Sullam Jeoung, Yubin Ge, Jana Diesner4 citations
Superlim: A Swedish Language Understanding Evaluation Benchmark ↗Aleksandrs Berdicevskis, Gerlof Bouma, Robin Kurtz et al.4 citations
TIMELINE: Exhaustive Annotation of Temporal Relations Supporting the Automatic Ordering of Events in News Articles ↗Sarah Alsayyahi, Riza Batista-Navarro4 citations
Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation ↗Jian Wang, Yi Cheng, Dongding Lin et al.4 citations
Task-Agnostic Low-Rank Adapters for Unseen English Dialects ↗Zedian Xiao, William Held, Yanchen Liu et al.4 citations
Text Rendering Strategies for Pixel Language Models ↗Jonas Lotz, Elizabeth Salesky, Phillip Rust et al.4 citations
This Reads Like That: Deep Learning for Interpretable Natural Language Processing ↗Claudio Fanconi, Moritz Vandenhirtz, Severin Husmann et al.4 citations
TopWORDS-Poetry: Simultaneous Text Segmentation and Word Discovery for Classical Chinese Poetry via Bayesian Inference ↗Changzai Pan, Feiyue Li, Ke Deng4 citations
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation ↗Yixin Liu, Alexander Fabbri, Yilun Zhao et al.4 citations
Tree Prompting: Efficient Task Adaptation without Fine-Tuning ↗Chandan Singh, John Morris, Alexander Rush et al.4 citations
Unsupervised Grammatical Error Correction Rivaling Supervised Methods ↗Hannan Cao, Liping Yuan, Yuchen Zhang et al.4 citations
Unveiling the Essence of Poetry: Introducing a Comprehensive Dataset and Benchmark for Poem Summarization ↗Ridwan Mahbub, Ifrad Khan, Samiha Anuva et al.4 citations
Using Interpretation Methods for Model Enhancement ↗Zhuo Chen, Chengyue Jiang, Kewei Tu4 citations
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 et al.4 citations
Variance Matters: Detecting Semantic Differences without Corpus/Word Alignment ↗Ryo Nagata, Hiroya Takamura, Naoki Otani et al.4 citations
Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models ↗Geewook Kim, Hodong Lee, Daehee Kim et al.4 citations
YATO: Yet Another deep learning based Text analysis Open toolkit ↗Zeqiang Wang, Yile Wang, Jiageng Wu et al. · System Demonstrations4 citations
A Challenging Multimodal Video Summary: Simultaneously Extracting and Generating Keyframe-Caption Pairs from Video ↗Keito Kudo, Haruki Nagasawa, Jun Suzuki et al.3 citations

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📰 EMNLP 2023: all accepted papers

EMNLP 2023: all accepted papers