Session 1 (11:30 - 12:15)Â
(poster numbers: 1-64)
Session 2 (16:00 - 17:45)
(poster numbers: 6, 65-129)
1 Developing and Evaluating a Text Simplification Algorithm for Modern Hebrew: A Computational and Linguistic Approach. (Rotem Dror, Golda Yodelwich)
2 Challenging Natural Language Processing through the Lens of Psychology. (Natalie Shapira)
3 Diffusion Lens: Interpreting Text Encoders in Text-to-Image Pipelines. (Michael Toker, Hadas Orgad, Mor Ventura, Dana Arad, Yonatan Belinkov)
4 Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? (Zorik Gekhman, Gal Yona, Roee Aharoni, Matan Eyal, Amir Feder, Roi Reichart, Jonathan Herzig)
5 Label-Efficient Model Selection for Text Generation. (Shir Ashury Tahan, Ariel Gera, Benjamin Sznajder, Leshem Choshen, Liat Ein-Dor, Eyal Shnarch)
7 TALC: Time-Aligned Captions for Multi-Scene Text-to-Video Generation. (Hritik Bansal, Yonatan Bitton, Michal Yarom, Idan Szpektor, Aditya Grover, Kai-Wei Chang)
8 VideoPhy: Evaluating Physical Commonsense for Video Generation. (Hritik Bansal, Zongyu Lin, Tianyi Xie, Zeshun Zong, Michal Yarom, Yonatan Bitton, Chenfanfu Jiang, Yizhou Sun, Kai-Wei Chang, Aditya Grover)
9 đź©ş Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models. (Asma Ghandeharioun, Avi Caciularu, Adam Pearce, Lucas Dixon, Mor Geva)
10 Knowledge Navigator: Hierarchical Subtopic Organization for Exploratory Search in Scientific Literature. (Uri Katz, Mosh Levy, Yoav Goldberg)
11 When LLMs are Unfit Use FastFit: Fast and Effective Text Classification with Many Classes. (Asaf Yehudai, Elron Bandel)
13 Genie: Achieving Human Parity in Content-Grounded Datasets Generation. (Asaf Yehudai, Boaz Carmeli, Yosi Mass, Ofir Arviv, Nathaniel Mills, Assaf Toledo, Eyal Shnarch, Leshem Choshen)
14 PanToMime: a Multifaceted Benchmark for Theory of Mind Assessment in Large Language Models. (Asaf Yehudai, Taelin Karidi, Ariel Goldstein, Omri Abend, Gabriel Stanovsky)
15 Understanding the History and Reasons Behind Syllable Length Ambiguity in Hebrew. (Guy Shaked)
16 HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew. (Tzuf Paz-Argaman, Itai Mondshine, Asaf Achi Mordechai, Reut Tsarfaty)
17 Mismatch Quest: Visual and Textual Feedback for Image-Text Misalignment. (Brian Gordon, Yonatan Bitton, Yoni Shafir, Roopal Garg, Xi Chen, Dani Lischinski, Daniel Cohen-Or, Idan Szpektor)
18 Do Zombies Understand? A Choose-Your-Own-Adventure Exploration of Machine Cognition. (Ariel Goldstein, Gabriel Stanovsky)
19 Clickbait Detection in Hebrew. (Talya Natanya, Chaya Liebeskind)
21 Can Few-shot Work in Long-Context? Recycling the Context to Generate Demonstrations. (Arie Cattan, Alon Jacovi, Alex Fabrikant, Jonathan Herzig, Roee Aharoni, Hannah Rashkin, Dror Marcus, Avinatan Hassidim, Yossi Matias, Idan Szpektor, Avi Caciularu)
22 Efficient Benchmarking (of Language Models). (Yotam Perlitz, Elron Bandel, Ariel Gera, Ofir Arviv, Liat Ein-Dor, Eyal Shnarch, Michal Shmueli-Scheuer, Noam Slonim, Leshem Choshen)
24 Create the Dataset You Want to See in the World: Introducing ivrit.ai (Spoken Hebrew Dataset). (Yanir Marmor, Kinneret Misgav, Yair Lifshitz)
25 Greed is All You Need: An Evaluation of Tokenizer Inference Methods. (Omri Uzan, Craig W Schmidt, Chris Tanner, Yuval Pinter)
26 Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD). (Avshalom Manevich, Reut Tsarfaty)
28 Can LLMs Learn Macroeconomic Narratives from Social Media? (Almog Gueta, Amir Feder, Zorik Gekhman, Ariel Goldstein, Roi Reichart)
29 The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth. (Shir Lissak, Nitay Calderon, Geva Shenkman, Yaakov Ophir, Eyal Fruchter, Anat Brunstein Klomek, Roi Reichart)
30 Measuring the Robustness of NLP Models to Domain Shifts. (Nitay Calderon, Naveh Porat, Eyal Ben-David, Alexander Chapanin, Zorik Gekhman, Nadav Oved, Vitaly Shalumov, Roi Reichart)
32 Incremental Accumulation of Linguistic Context in Artificial and Biological Neural Networks. (REFAEL TIKOCHINSKI, Ariel Goldstein, Yoav Meiri, Uri Hasson, Roi Reichart)
33 Human Choice Prediction in Language-based Persuasion Games: Simulation-based Off-Policy Evaluation. (Eilam Shapira, Reut Apel, Roi Reichart, Moshe Tennenholtz)
34 Can Large Language Models Replace Economic Choice Prediction Labs? (Eilam Shapira, Omer Madmon, Roi Reichart, Moshe Tennenholtz)
35 The Larger the Better? Improved LLM Code-Generation via Budget Reallocation. (Michael Hassid, Tal Remez, Jonas Gehring, Yossi Adi, Roy Schwartz)
37 More Bang for your Context: Virtual Documents for Question Answering over Long Documents. (Yosi Mass, Boaz Carmeli, Asaf Yehudai, Assaf Toledo, Nathaniel Mills)
38 Training a Bilingual Language Model by Mapping Tokens onto a Shared Character Space. (Aviad Rom, Kfir Bar)
39 SEAM: A Stochastic Benchmark for Multi-Document Tasks. (Gili Lior, Avi Caciularu, Arie Cattan, Shahar Levy, Ori Shapira, Gabriel Stanovsky)
40 NumeroLogic: Number Encoding for Enhanced LLMs’ Numerical Reasoning. (Eli Schwartz, Leshem Choshen, Joseph Shtok, Sivan Doveh, Leonid Karlinsky, Assaf Arbelle)
41 A Novel Metric for Measuring the Robustness of Large Language Models in Non-adversarial Scenarios. (Samuel Ackerman, Ella Rabinovich, Eitan Farchi, Ateret Anaby Tavor)
42 Contrastive Sequential-Diffusion Learning: An approach to Multi-Scene Instructional Video Synthesis. (Michal Yarom, Vasco Ramos, Yonatan Bitton, Idan Szpektor, Joao Magalhaes)
43 The Perfect Victim: Computational Analysis of Judicial Attitudes towards Victims of Sexual Violence. (Eliya Habba, Renana Keydar, Dan Bareket, Gabriel Stanovsky)
44 Evaluating D-MERIT of Partial-annotation on Information Retrieval.Â
(Royi Rassin, Yaron Fairstein, Oren Kalinsky, Guy Kushilevitz, Nachshon Cohen, Alexander Libov, Yoav Goldberg)
45 Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries. (Eden Biran, Daniela Gottesman, Sohee Yang, Mor Geva, Amir Globerson)
46 Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers. (Gal Yona, Roee Aharoni, Mor Geva)
47 Can Large Language Models Faithfully Express Their Intrinsic Uncertainty in Words? (Gal Yona, Roee Aharoni, Mor Geva)
48 MsBERT: A New Model for the Reconstruction of Lacunae in Hebrew Manuscripts. (Avi Shmidman, Ometz Shmidman, Hillel Gershuni, Moshe Koppel)
49 MRL Parsing Without Tears: The Case of Hebrew. (Shaltiel Shmidman, Avi Shmidman, Moshe Koppel, Reut Tsarfaty)
50 Automating Medical Information Extraction in Hebrew: Unveiling Clues for Breast Cancer Treatment. (Saifun Naveh, Yarden Yagil, Gabriel Stanovsky)
51 NL-Eye: Abductive NLI on Images. (Mor Ventura, Michael Toker, Nitay Calderon, Zorik Gekhman, Yonatan Bitton, Roi Reichart)
52 Attribute First, then Generate: Locally-attributable Grounded Text Generation. (Aviv Slobodkin*, Eran Hirsch*, Arie Cattan, Tal Schuster, Ido Dagan)
54 VideoCon: Robust Video-Language Alignment via Contrast Captions. (Yonatan Bitton, Hritik Bansal, Aditya Grover, Kai-Wei Chang, Idan Szpektor)
55 Where Do We Go from Here? Multi-scale Allocentric Relational Inferencefrom Natural Spatial Descriptions. (Tzuf Paz-Argaman, Reut Tsarfaty)
56 Into the Unknown: Generating Geospatial Descriptions for New Environments. (Tzuf Paz-Argaman, Reut Tsarfaty)
57 Identifying User Goal From UI Trajectories. (Omri Berkovitch, Sapir Caduri, Noam Kahlon, Anatoly Efros, Avi Caciularu, Ido Dagan)
59 Multi-turn Reinforcement Learning from Preference Human Feedback. (Lior Shani, Aviv Rosenberg, Asaf Cassel, Oran Lang, Daniele Calandriello, Avital Zipori, Hila Noga, Orgad Keller, Bilal Piot, Idan Szpektor, Avinatan Hassidim, Yossi Matias, Remi Munos)
60 From Key Points to Key Point Hierarchy: Structured and Expressive Opinion Summarization. (Arie Cattan, Lilach Eden, Yoav Kantor, Roy Bar-Haim)
61 Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance. (Omer Goldman, Avi Caciularu, Matan Eyal, Kris Cao, Idan Szpektor, Reut Tsarfaty)
62 Welcome to the Real World: Efficient, Incremental and Scalable Key Point Analysis. (Lilach Eden, Yoav Kantor, Matan Orbach, Yoav Katz, Noam Slonim, Roy Bar-Haim)
63 K-QA: A Real-World Medical Q&A Benchmark. (Itay Manes, Ran Ilan Ber, Gabriel Stanovsky)
64 The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models. (Aviv Slobodkin, Omer Goldman, Avi Caciularu, Ido Dagan, Shauli Ravfogel)
115 Probing the Grammar Learning Efficiency of Language Models for Hebrew. (Anita Gelboim, Elior Sulem)
6 TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models. (Zorik Gekhman, Jonathan Herzig, Roee Aharoni, Chen Elkind, Idan Szpektor)
65 DEPTH: Discourse Education through Pre-Training Hierarchically. (Zachary Elisha Bamberger, Ofek Glick, Chaim Baskin, Yonatan Belinkov)
66 Code-Switching and Back-Transliteration Using a Bilingual Model. (Daniel Weisberg Mitelman, Nachum Dershowitz, Kfir Bar)
67 Natural Language Counterfactuals through Representation Surge (Matan Avitan, Ryan Cotterell, Yoav Goldberg, Shauli Ravfogel)
68 OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization. (Shmuel Amar, Liat Schiff, Ori Ernst, Asi Shefer, Ori Shapira, Ido Dagan)
69 DataComp-LM: In search of the next generation of training sets for language models. (Maor Ivgi, Yair Carmon)
70 From Loops to Oops: Fallback Behaviors of Language Models Under Uncertainty. (Maor Ivgi, Ori Yoran, Jonathan Berant, Mor Geva)
72 Early Time Classification with Accumulated Accuracy Gap Control. (Liran Ringel, Regev Cohen, Daniel Freedman, Michael Elad, Yaniv Romano)
73 LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text. (Dor Bernsohn, Ben Hagag, Gil Semo, Yaron Vazana)
74 Tokens2Word. (Guy Kaplan, Matanel Oren, Roy Schwartz)
75 The Effect of Word Predictability on Reading Times in Information Seeking and Repeated Reading. (Keren Gruteke Klein, Yoav Meiri, Omer Shubi, Yevgeni Berzak)
76 Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications? (Yotam Intrator, Matan Halfon, Roman Goldenberg, Reut Tsarfaty, Matan Eyal, Ehud Rivlin, Yossi Matias, Natalia Aizenberg)
78 Unsupervised Multilingual Action-Item Detection Leveraging English-Only Labels. (Guy Rotman, Adi Kopilov, Guy Netser Eyal)
80 Leveraging Large Language Models for Customized Concept Detection in Sales Conversations. (Shlomi Medalion, Guy Rotman, Inbal Horev, Omri Allouche, Guy Netser Eyal)
82 Transformers are Multi-State RNNs. (Matanel Oren, Michael Hassid, Nir Yarden, Yossi Adi, Roy Schwartz)
83 Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning. (Yuval Shalev, Amir Feder, Ariel Goldstein)
84 NoviCode: Generating Programs from Natural Language Utterances by Novices. (Asaf Achi Mordechai, Yoav Goldberg, Reut Tsarfaty)
85 Adapting LLMs to Hebrew: Unveiling DictaLM 2.0 with Enhanced Vocabulary and Instruction Capabilities. (Shaltiel Shmidman, Avi Shmidman, Moshe Koppel, Amir David Nissan Cohen)
86 A Novel Computational Modeling Foundation for Automatic Coherence Assessment. (Aviya Maimon, Reut Tsarfaty)
87 Hebrew Coreference Resolution. (Refael Shaked Greenfeld, Reut Tsarfaty)
89 Learn How to Read the Room: The Game of Mafia as a Test Case for Asynchronized Model Interaction with Multiple Human Players. (Niv Eckhaus, Uri Berger, Gabriel Stanovsky)
90 Measuring Bias Where It Makes a Difference. (Noam Dahan, Gili Lior, Katrina Ligett, Gabriel Stanovsky)
91 Language Models Know More Than They Show: Exploring Hallucinations From the Model's Viewpoint. (Hadas Orgad, Michael Toker, Zorik Gekhman, Roi Reichart, Idan Szpektor, Hadas Kotek, Yonatan Belinkov)
92 Multilingual Instruction Tuning With Just a Pinch of Multilinguality. (Uri Shaham, Jonathan Herzig, Roee Aharoni, Idan Szpektor, Reut Tsarfaty, Matan Eyal)
93 Computational Analysis of Religious Journeys in Holocaust Testimonies. (Esther Shizgal, Renana Keydar, Omri Abend)
94 Hyperparameter Tuning for Real-World Applications of Large Language Models: An Empirical Study. (Shai Gretz, Alon Halfon, Ofir Arviv, Liat Ein-Dor, Orith Toledo-Ronen, Noam Slonim, Artem Spector, Yoav Katz, Michal Shmueli-Scheuer)
95 Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption. (Itamar Zimerman, Moran Baruch, Nir Drucker, Reut Moshe, Omri Soceanu, Lior Wolf)
96 Synthetic Clinical Notes with Privacy Guarantees. (Tal Baumel, Shize Su, Daniel Jones, Huseyin Inan, Ari Bornstein, Robert Sim, Andre Manoel)
97 The Power of Summary-Source Alignments. (Ori Ernst, Ori Shapira, Aviv Slobodkin, Sharon Adar, Mohit Bansal, Jacob Goldberger, Ran Levy, Ido Dagan)
98 Strategies of Code-switching in Human-machine Dialogues. (Dean Geckt, Melinda Fricke, Shuly Wintner)
99 Learning from Naturally Occurring Feedback. (Shachar Don-Yehiya, Leshem Choshen, Omri Abend)
100 Paragraphed Text Construction from Unstructured Word Sequences. (Dror Mughaz)
101 Predictors of Degree Completion in Higher Education. (Dror Mughaz, Rut Ovadya, Estrella Eisenberg, Sagit Mejahez)
103 Beyond Performance: Quantifying and Mitigating Label Bias in LLMs. (Yuval Reif, Roy Schwartz)
104 Hebrew Diacritics Restoration using Visual Representation. (Yair Elboher, Yuval Pinter)
105 Studying the Connection Between Model Size and Efficiency Methods to Societal Bias. (Lotem Rozner, Roy Schwartz)
106 Word Splintering - Non Concatenative Subword Tokenizer. (Bar Gazit, Yuval Pinter)
107 LIBERTY: AN INTERVENTIONAL BENCHMARK FOR CONCEPT- BASED EXPLANATION METHODS OF NLP MODELS. (Gilat Toker, Nitay Calderon, Roi Reichart)
109 DiffBench: A Benchmark for Text Guided Image Editing Evaluation. (Ron Yosef, Yonatan Bitton, Dani Lischinski, Moran Yanuka)
110 CPE - a user friendly chat-based framework for personalized prompt generation. (Liat Ein-Dor, Artem Spector, Orith Toledo-Ronen, Shai Gretz, Lena Dankin, Alon Halfon, Yoav Katz, Noam Slonim)
111 Between Multilingual Knowledge and Lingual Agreement: On Cross-Lingual Representations of Factual Knowledge in LLMs. (Maxim Ifergan, Leshem Choshen, Omri Abend, Idan Szpektor, Roee Aharoni)
112 Hebrew offensive language taxonomy and dataset. (Chaya Liebeskind, Natalia Vanetik, Marina Litvak)
113 On Behalf of the Stakeholder: Trends in NLP Model Interpretability in the Era of LLMs. (Nitay Calderon, Roi Reichart)
114 Urgency Detection and Routing in Digital Medical Inquiries Written in Hebrew. (Malak Younis, Adir Solomon, Efrat Moshe, Meira Levy, Dikla Agur-Cohen)
116 AI Regulation Needs New Metaphors. (Eliya Habba, Renana Keydar, Gabriel Stanovsky)
117 Enhancing Privacy with Large Language Models: Creating a Synthetic PII Detection Dataset. (Maksim Savkin, Timur Ionov, Vasily Konovalov)
118 Towards author-informed stance detection. (Ogen Drukerman, Nir Lotan, Einat Minkov)
119 A Closer Look at Multidimensional Online Political Incivility. (Sagi Pendzel, Nir Lotan, Alon Zoizner, Einat Minkov)
120 Harnessing LLM-Generated Data for Hebrew Information Retrieval. (Tomer Wullach, Amir David Nissan Cohen)
121 Insights into Drug Addiction Dynamics: Natural Language Processing Analysis of Movie Recall in People with Heroin Use Disorder. (Shani Pais, REFAEL TIKOCHINSKI, Sarah King, Greg Kronberg, Natalie McClain, Zihan Zhang, Nelly Alia-Klein, Roi Reichart, Rita Goldstein)
122 BiVert: Bidirectional Vocabulary Evaluation using Relations for Machine Translation. (Carinne Cherf, Yuval Pinter)
123 Acquired TASTE: Multimodal Stance Detection with Textual and Structural Embeddings. (Guy Barel, Oren Tsur, Dan Vilenchik)
125 Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AI. (Elron Bandel, Yotam Perlitz, Elad Venezian, Roni Friedman-Melamed, Ofir Arviv, Matan Orbach, Shachar Don-Yehyia, Dafna Sheinwald, Ariel Gera, Leshem Choshen, Michal Shmueli-Scheuer, Yoav Katz)
126 Exploring Straightforward Conversational Red-Teaming. (George Kour, Naama Zwerdling, Marcel Zalmanovici, Ateret Anaby-Tavor, Ora Nova Fandina and Eitan Farchi)
127 Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models. (Nitzan Bitton-Guetta, Aviv Slobodkin, Aviya Maimon, Eliya Habba, Royi Rassin, Yonatan Bitton, Idan Szpektor, Amir Globerson, Yuval Elovici)
128 Generating OpenAPI Specifications from Online API Documentation with Large Language Models. (Koren Lazar, Matan Vetzler, Jason Tsay, Himanshu Gupta, David Boaz, Avraham Shinnar, Rohith D Vallam, David Amid, Esther Goldbraich, Kiran Kate, Jim Laredo, Martin Hirzel, Guy Uziel, Ateret Anaby Tavor)
129 MRLEval: A Benchmark for LLM Evaluation in Hebrew
(Uri Shaham, Dan Malkin, Gavriel Goidel, Matan Eyal, Sivan Eiger, Idan Szpektor, Reut Tsarfaty)
130 ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies. (Oren Sultan, Yonatan Bitton, Ron Yosef, Dafna Shahaf)