EACL 2024: all accepted papers
- LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking ↗Fahim Dalvi, Maram Hasanain, Sabri Boughorbel et al. · System Demonstrations3 citations
- LOCOST: State-Space Models for Long Document Abstractive Summarization ↗Florian Le Bronnec, Song Duong, Mathieu Ravaut et al. · Long Papers · 🏆 Best Paper Award3 citations
- Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition ↗Jonas Golde, Felix Hamborg, Alan Akbik · Long Papers3 citations
- NarrativePlay: Interactive Narrative Understanding ↗Runcong Zhao, Wenjia Zhang, Jiazheng Li et al. · System Demonstrations3 citations
- Predicting Client Emotions and Therapist Interventions in Psychotherapy Dialogues ↗Tobias Mayer, Neha Warikoo, Amir Eliassaf et al. · Long Papers3 citations
- Quantifying Stereotypes in Language ↗Yang Liu · Long Papers3 citations
- Sentence Representations via Gaussian Embedding ↗Shohei Yoda, Hayato Tsukagoshi, Ryohei Sasano et al. · Short Papers3 citations
- The Impact of Integration Step on Integrated Gradients ↗Masahiro Makino, Yuya Asazuma, Shota Sasaki et al. · Student Research Workshop3 citations
- The Role of Data Curation in Image Captioning ↗Wenyan Li, Jonas Lotz, Chen Qiu et al. · Long Papers3 citations
- ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks ↗Bolei Ma, Ercong Nie, Shuzhou Yuan et al. · Long Papers3 citations
- Towards Hierarchical Spoken Language Disfluency Modeling ↗Jiachen Lian, Gopala Anumanchipalli · Long Papers3 citations
- Transformer-specific Interpretability ↗Hosein Mohebbi, Jaap Jumelet, Michael Hanna et al. · Tutorial Abstracts3 citations
- UNSEE: Unsupervised Non-contrastive Sentence Embeddings ↗Ömer Çağatan · Long Papers3 citations
- Unintended Bias Detection and Mitigation in Misogynous Memes ↗Gitanjali Kumari, Anubhav Sinha, Asif Ekbal · Long Papers3 citations
- $\mu$PLAN: Summarizing using a Content Plan as Cross-Lingual Bridge ↗Fantine Huot, Joshua Maynez, Chris Alberti et al. · Long Papers2 citations
- 3D Rotation and Translation for Hyperbolic Knowledge Graph Embedding ↗Yihua Zhu, Hidetoshi Shimodaira · Long Papers2 citations
- A Comparative Analysis of Conversational Large Language Models in Knowledge-Based Text Generation ↗Phillip Schneider, Manuel Klettner, Elena Simperl et al. · Short Papers2 citations
- A Human-Centric Evaluation Platform for Explainable Knowledge Graph Completion ↗Zhao Xu, Wiem Ben Rim, Kiril Gashteovski et al. · System Demonstrations2 citations
- Advancing Precise Outline-Conditioned Text Generation with Task Duality and Explicit Outline Control ↗Yunzhe Li, Qian Chen, Weixiang Yan et al. · Long Papers2 citations
- Bias in Opinion Summarisation from Pre-training to Adaptation: A Case Study in Political Bias ↗Nannan Huang, Haytham Fayek, Xiuzhen Zhang · Long Papers2 citations
- Can docstring reformulation with an LLM improve code generation? ↗Nicola Dainese, Alexander Ilin, Pekka Marttinen · Student Research Workshop2 citations
- Centering the Speech Community ↗Steven Bird, Dean Yibarbuk · Long Papers · 🏆 Outstanding Paper Award2 citations
- Comparing Template-based and Template-free Language Model Probing ↗Sagi Shaier, Kevin Bennett, Lawrence Hunter et al. · Long Papers2 citations
- Contrastive Decoding Reduces Hallucinations in Large Multilingual Machine Translation Models ↗Jonas Waldendorf, Barry Haddow, Alexandra Birch · Long Papers2 citations
- Counterfactual Reasoning with Knowledge Graph Embeddings ↗Lena Zellinger, Andreas Stephan, Benjamin Roth · Long Papers2 citations
- Document Structure in Long Document Transformers ↗Jan Buchmann, Max Eichler, Jan-Micha Bodensohn et al. · Long Papers2 citations
- Generative Dense Retrieval: Memory Can Be a Burden ↗Peiwen Yuan, Xinglin Wang, Shaoxiong Feng et al. · Long Papers2 citations
- HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMs ↗Cem Uluoglakci, Tugba Temizel · Student Research Workshop2 citations
- Importance-Aware Data Augmentation for Document-Level Neural Machine Translation ↗Minghao Wu, Yufei Wang, George Foster et al. · Long Papers2 citations
- Improving Acoustic Word Embeddings through Correspondence Training of Self-supervised Speech Representations ↗Amit Meghanani, Thomas Hain · Long Papers2 citations
- Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer ↗Marinela Parović, Ivan Vulić, Anna Korhonen · Short Papers2 citations
- Leveraging fine-tuned Large Language Models with LoRA for Effective Claim, Claimer, and Claim Object Detection ↗Sotiris Kotitsas, Panagiotis Kounoudis, Eleni Koutli et al. · Long Papers2 citations
- Lost in Translationese? Reducing Translation Effect Using Abstract Meaning RepresentationShira Wein, Nathan Schneider · Long Papers2 citations · our summary
- Multi-Reference Benchmarks for Russian Grammatical Error Correction ↗Frank Palma Gomez, Alla Rozovskaya · Long Papers2 citations
- Multimodal Fallacy Classification in Political Debates ↗Eleonora Mancini, Federico Ruggeri, Paolo Torroni · Short Papers2 citations
- No Error Left Behind: Multilingual Grammatical Error Correction with Pre-trained Translation Models ↗Agnes Luhtaru, Elizaveta Korotkova, Mark Fishel · Long Papers2 citations
- OpenPI2.0: An Improved Dataset for Entity Tracking in Texts ↗Li Zhang, Hainiu Xu, Abhinav Kommula et al. · Long Papers2 citations
- Quality Does Matter: A Detailed Look at the Quality and Utility of Web-Mined Parallel Corpora ↗Surangika Ranathunga, Nisansa de Silva, Menan Velayuthan et al. · Long Papers · 🏆 Low-Resource Paper Award2 citations
- SCO-VIST: Social Interaction Commonsense Knowledge-based Visual Storytelling ↗Eileen Wang, Caren Han, Josiah Poon · Long Papers2 citations
- STable: Table Generation Framework for Encoder-Decoder Models ↗Michał Pietruszka, Michał Turski, Łukasz Borchmann et al. · Long Papers2 citations
- Source Identification in Abstractive Summarization ↗Yoshi Suhara, Dimitris Alikaniotis · Short Papers2 citations
- Style-News: Incorporating Stylized News Generation and Adversarial Verification for Neural Fake News Detection ↗Wei-Yao Wang, Yu-Chieh Chang, Wen-Chih Peng · Long Papers2 citations
- The DURel Annotation Tool: Human and Computational Measurement of Semantic Proximity, Sense Clusters and Semantic Change ↗Dominik Schlechtweg, Shafqat Mumtaz Virk, Pauline Sander et al. · System Demonstrations2 citations
- The Generative AI Paradox in Evaluation: “What It Can Solve, It May Not Evaluate” ↗Juhyun Oh, Eunsu Kim, Inha Cha et al. · Student Research Workshop2 citations
- Think Twice: Measuring the Efficiency of Eliminating Prediction Shortcuts of Question Answering Models ↗Lukáš Mikula, Michal Štefánik, Marek Petrovič et al. · Long Papers2 citations
- Threat Behavior Textual Search by Attention Graph Isomorphism ↗Chanwoo Bae, Guanhong Tao, Zhuo Zhang et al. · Long Papers2 citations
- Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual Learning ↗Ashish Agrawal, Barah Fazili, Preethi Jyothi · Short Papers2 citations
- Unsupervised stance detection for social media discussions: A generic baseline ↗Maia Sutter, Antoine Gourru, Amine Trabelsi et al. · Long Papers2 citations
- VlogQA: Task, Dataset, and Baseline Models for Vietnamese Spoken-Based Machine Reading Comprehension ↗Thinh Ngo, Khoa Dang, Son Luu et al. · Long Papers2 citations
- A Classification-Guided Approach for Adversarial Attacks against Neural Machine Translation ↗Sahar Sadrizadeh, Ljiljana Dolamic, Pascal Frossard · Long Papers1 citation
- A Dataset for Metaphor Detection in Early Medieval Hebrew PoetryMichael Toker, Oren Mishali, Ophir Münz-Manor et al. · Short Papers1 citation · our summary
- A Hypothesis-Driven Framework for the Analysis of Self-Rationalising Models ↗Marc Braun, Jenny Kunz · Student Research Workshop1 citation
- A Prompt Response to the Demand for Automatic Gender-Neutral Translation ↗Beatrice Savoldi, Andrea Piergentili, Dennis Fucci et al. · Short Papers1 citation
- A Thesis Proposal ClaimInspector Framework: A Hybrid Approach to Data Annotation using Fact-Checked Claims and LLMs ↗Basak Bozkurt · Student Research Workshop1 citation
- A Truly Joint Neural Architecture for Segmentation and ParsingDanit Yshaayahu Levi, Reut Tsarfaty · Long Papers1 citation · our summary
- A Weak Supervision Approach for Few-Shot Aspect Based Sentiment Analysis ↗Robert Vacareanu, Siddharth Varia, Kishaloy Halder et al. · Long Papers1 citation
- Align and Augment: Generative Data Augmentation for Compositional Generalization ↗Francesco Cazzaro, Davide Locatelli, Ariadna Quattoni · Long Papers1 citation
- Ameli: Enhancing Multimodal Entity Linking with Fine-Grained Attributes ↗Barry Yao, Sijia Wang, Yu Chen et al. · Long Papers1 citation
- An Empirical Analysis of Diversity in Argument Summarization ↗Michiel van der Meer, Piek Vossen, Catholijn M. Jonker et al. · Long Papers1 citation
- AttriSage: Product Attribute Value Extraction Using Graph Neural Networks ↗Rohan Potta, Mallika Asthana, Siddhant Yadav et al. · Student Research Workshop1 citation
- Backward Compatibility During Data Updates by Weight Interpolation ↗Raphael Schumann, Elman Mansimov, Yi-An Lai et al. · Long Papers1 citation
- Benchmarking Diffusion Models for Machine Translation ↗Yunus Demirag, Danni Liu, Jan Niehues · Student Research Workshop1 citation
- CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration ↗Rachneet Sachdeva, Martin Tutek, Iryna Gurevych · Long Papers1 citation
- Commonsense-augmented Memory Construction and Management in Long-term Conversations via Context-aware Persona Refinement ↗Hana Kim, Kai Ong, Seoyeon Kim et al. · Short Papers1 citation
- DP-NMT: Scalable Differentially Private Machine Translation ↗Timour Igamberdiev, Doan Nam Long Vu, Felix Kuennecke et al. · System Demonstrations1 citation
- DepressMind: A Depression Surveillance System for Social Media Analysis ↗Roque Fernández-Iglesias, Marcos Fernández-Pichel, Mario Ezra Aragón et al. · System Demonstrations1 citation
- Desiderata For The Context Use Of Question Answering Systems ↗Sagi Shaier, Lawrence Hunter, Katharina von der Wense · Long Papers1 citation
- Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters ↗Shahed Masoudian, Cornelia Volaucnik, Markus Schedl et al. · Long Papers1 citation
- EnCore: Fine-Grained Entity Typing by Pre-Training Entity Encoders on Coreference Chains ↗Frank Mtumbuka, Steven Schockaert · Long Papers1 citation
- Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models ↗Jongyoon Song, Nohil Park, Bongkyu Hwang et al. · Long Papers1 citation
- Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features ↗Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio et al. · Long Papers1 citation
- FRAPPE: FRAming, Persuasion, and Propaganda Explorer ↗Ahmed Sajwani, Alaa El Setohy, Ali Mekky et al. · System Demonstrations1 citation
- Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering ↗Mingda Chen, Xilun Chen, Wen-tau Yih · Long Papers1 citation
- Geo-Encoder: A Chunk-Argument Bi-Encoder Framework for Chinese Geographic Re-Ranking ↗Yong Cao, Ruixue Ding, Boli Chen et al. · Long Papers1 citation
- GeospaCy: A tool for extraction and geographical referencing of spatial expressions in textual data ↗Syed Mehtab Alam, Elena Arsevska, Mathieu Roche et al. · System Demonstrations1 citation
- GesNavi: Gesture-guided Outdoor Vision-and-Language Navigation ↗Aman Jain, Teruhisa Misu, Kentaro Yamada et al. · Student Research Workshop1 citation
- How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models? ↗Danni Liu, Jan Niehues · Long Papers1 citation
- Interpreting Predictive Probabilities: Model Confidence or Human Label Variation? ↗Joris Baan, Raquel Fernández, Barbara Plank et al. · Short Papers1 citation
- Item Response Theory for Natural Language Processing ↗John P. Lalor, Pedro Rodriguez, João Sedoc et al. · Tutorial Abstracts1 citation
- Language Model Sentence Completion with a Parser-Driven Rhetorical Control Method ↗Joshua Zingale, Jugal Kalita · Short Papers1 citation
- Large-Scale Bitext Corpora Provide New Evidence for Cognitive Representations of Spatial Terms ↗Peter Viechnicki, Kevin Duh, Anthony Kostacos et al. · Long Papers1 citation
- Leveraging Implicit Feedback from Deployment Data in Dialogue ↗Richard Yuanzhe Pang, Stephen Roller, Kyunghyun Cho et al. · Short Papers1 citation
- Like a Good Nearest Neighbor: Practical Content Moderation and Text Classification ↗Luke Bates, Iryna Gurevych · Long Papers1 citation
- Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models ↗Zhuowan Li, Cihang Xie, Benjamin Van Durme et al. · Long Papers1 citation
- MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki ↗Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh et al. · System Demonstrations1 citation
- Measuring Uncertainty in Neural Machine Translation with Similarity-Sensitive Entropy ↗Julius Cheng, Andreas Vlachos · Long Papers1 citation
- More Discriminative Sentence Embeddings via Semantic Graph Smoothing ↗Chakib Fettal, Lazhar Labiod, Mohamed Nadif · Short Papers1 citation
- Multilingual Gradient Word-Order Typology from Universal DependenciesEmi Baylor, Esther Ploeger, Johannes Bjerva · Short Papers1 citation · our summary
- NESTLE: a No-Code Tool for Statistical Analysis of Legal Corpus ↗Kyoungyeon Cho, Seungkum Han, Young Rok Choi et al. · System Demonstrations1 citation
- On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization ↗Lorenzo Jaime Flores, Arman Cohan · Short Papers1 citation
- Pre-Training Methods for Question Reranking ↗Stefano Campese, Ivano Lauriola, Alessandro Moschitti · Short Papers1 citation
- Predict the Next Word: \ensuremath<Humans exhibit uncertainty in this task and language models _____\ensuremath> ↗Evgenia Ilia, Wilker Aziz · Short Papers1 citation
- Putting Context in Context: the Impact of Discussion Structure on Text Classification ↗Nicolò Penzo, Antonio Longa, Bruno Lepri et al. · Long Papers1 citation
- STORiCo: Storytelling TTS for Hindi with Character Voice Modulation ↗Pavan Tankala, Preethi Jyothi, Preeti Rao et al. · Short Papers1 citation
- Scaling up Discovery of Latent Concepts in Deep NLP Models ↗Majd Hawasly, Fahim Dalvi, Nadir Durrani · Long Papers1 citation
- ScamSpot: Fighting Financial Fraud in Instagram Comments ↗Stefan Erben, Andreas Waldis · System Demonstrations1 citation
- Semantic Sensitivities and Inconsistent Predictions: Measuring the Fragility of NLI Models ↗Erik Arakelyan, Zhaoqi Liu, Isabelle Augenstein · Long Papers · 🏆 Outstanding Paper Award1 citation
- SentenceLDA: Discriminative and Robust Document Representation with Sentence Level Topic Model ↗Taehun Cha, Donghun Lee · Long Papers1 citation
- Should I try multiple optimizers when fine-tuning a pre-trained Transformer for NLP tasks? Should I tune their hyperparameters? ↗Nefeli Gkouti, Prodromos Malakasiotis, Stavros Toumpis et al. · Long Papers1 citation
- Small Language Models Improve Giants by Rewriting Their Outputs ↗Giorgos Vernikos, Arthur Brazinskas, Jakub Adamek et al. · Long Papers1 citation
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