| Project name | Authors |
|---|
| AmzBERT: Enhanced Multi-Label Sentiment Classification for E-commerce Product Reviews | Zack Seifert |
| Weakly Supervised Automated Language Model Red-Teaming to Identify Likely Toxic Prompts | Houjun Liu |
| Patent Classification Using Large Language Models | Luke Mizuhashi |
| Text as outcome: Topic models within a causal inference framework | Juliette Coly |
| Mining Molecular Logics through Human Language: Predicting and Decoding Transcription Factor Logics on Gene Expression through LLM and transformer | Gyu (Gyuhyeon) Kim |
| From Infant to Toddler to Preschooler: Analyzing Language Acquisition in Language Models | Yash Shah |
| Using Iterative Back-Translation to Improve Neural Poetry Translation | Andrew Chen |
| Interpreting parking signs with lightweight large language models (LLMs) | Uche Ochuba |
| Exploring Themes and Outliers in CFPB Consumer Complaints | Jonathan Hague |
| Intelligent Interactive Large Language Model Planner: Responsive Personalized HomeRobot | Angel Zhang, Gadi Mark Sznaier Camps |
| Classification of clinical syndromes from patient-reported symptoms on social media | Evan Maestri |
| Transfer learning in audio-based emotion detection: surprising generalizability and limitations | Shunyu Yao |
| ReaL Stories: RL for Adaptive AI Storytelling | Aditya Sood, Aniket Mahajan, Ayaan Chand |
| Tailor-Made or Off-the-Rack? Comparing Domain-Specific and General-Domain Language Models on a Financial NLP Task | Irina Alexandra Marton |
| Cross attention for Text and Image Multimodal data fusion | Dongyeong Kim |
| Comparative Analysis of Foundation Models for Hospital Integration | Suhana Bedi, Miguel Fuentes |
| Active learning in DPO through gradient portfolio optimization | Josh Leib Kazdan, Ziang Song |
| GRAFT: Graph Retrieval Augmented Fine Tuning for Multi-Hop Query Summarization | Sunny Yu, Natalia Kokoromyti, Sonya Shi Jin |
| Diverse LLM Approaches in Essay Scoring: A Comparative Exploration of Many-Shot Prompting, LLM Jury Panels, and Model Fine-Tuning | Alexa Sparks, Matias Hoyl, Rizwaan Malik |
| Optimizing Large Language Models to Solve Crossword Puzzles | Ishan Mehta, Andrew Lipschultz, Ohm Patel |
| KAN-based Distillation in Language Modeling | Nick Mecklenburg |
| Handle With Care! A Mechanistic Case Study of DPO Out-of-Distribution Extrapolation | Ryan Park |
| Punk or Funk: Understanding the Performance of RoBERTa on Music Genre Classification | Andrew Bempong, Deveen Harischandra |
| Sparse Full-Rank MLPs for Increased Efficiency of Language Modeling | Aaryan Singhal, Quinn McIntyre |
| How Important is the Truth? | Rehaan Ahmad, Joseph Tan |
| Catch Me If You DAN: Outsmarting Prompt Injections and Jailbreak Schemes with Recollection | Alice Guo, Grace Jin, Jenny Wei |
| Query based Multi-document Summarizer and Image Synthesizer | Geeta Jakkamsetti |
| Finish Your Peas! Utilizing Multi-Label ImageClassification to Identify Food Items and Ingredients for Recipe Suggestions and Reducing Food Waste | Arianna Damiani, Prashaant Ranganathan |
| Engagement-based response selection for open-domain dialogue | Marcelo Peña |
| FlowState: Composing foundation models and retrieval for issue priority level prediction | Alex Gilbert, Gustavs Zilgalvis |
| Beyond IID Constraints: A Novel Approach to Identity Preference Optimization | Amirhossein Afsharrad |
| Intrinsic Systematicity Evaluation: Evaluating the intrinsic systematicity of LLMs | Ayush Chakravarthy |
| Numerous Multi-Pivot and Chained Pivot NMT for Low-Resource Language Translation | Cees Armstrong, Kevin Reso |
| Enhancing Language-Concordant Clinical Text Translation with Zero-shot NER | Ivan Lopez, Min Woo Sun |
| Better Call Sheared-LLaMA-2.7B: Optimized Summarization for Legal Documents | Varun Madan, Arunima Srivastav |
| Adapting Listen, Attend, and Spell to Enhance Brain-Computer Interfaces for Speech Decoding | Dylan Iskandar, Brian Ni, Vedant Singh |
| Narrative Detection Across Nations in Online Social Media Discourse | Sungbin Kim, Khaled Messai, Vikram Srinivasan |
| The First Proteinbender: A Novel "Structure-based Protein Search Engine" | Ethan Zhang, Saahil Sundaresan, Zane Chan |
| Investigating Language Model Cross-lingual Transfer for NLP Regression Tasks Through Contrastive Learning With LLM Augmentations | Raghav Ganesh, Raj Palleti |
| Chinese Poem Generator with Prefix Control | Yitong Lu |
| DeviceBERT: Applied Transfer Learning With Targeted Annotations and Vocabulary Enrichment to Identify Medical Device and Component Terminology in FDA Recall Summaries | Miriam Farrington |
| L-LLM: Large Language LEGO Models | Alex Wang, Calvin Laughlin |
| Adapting BERT to non-Western Dialects: A Case Study on Nigerian Pidgin English Slurs | Sathvik Nori, Adrian Adegbesan |
| Words and Wins: Enhancing Game Play with LLM Fine-Tuning by RL | Xuanzi Chen, Zhengjia Huang |
| From Preferences to Principles: Automated Principle Generation for Language Models | William Fang, Vikram Sivashankar |
| From Lies to Insights: Expanding and Understanding the LIAR Dataset | Felix Zhan |
| HieroLM: Egyptian Hieroglyph Recovery with Next Word Prediction Language Model | Xuheng Cai, Erica Zhang |
| Analyzing Sophia's Gradient Distributions in Language Model Pretraining | Raghav Kapoor |
| Investigating Improvement to English-Tigrinya Translation via Transfer Learning Over Varying Languages | Abel Dagne, Sheden Andemicael |
| Quality or Quantity? Comparing Domain-Adaptive Pre-training Approaches for Language Models with Mathematical Understanding | Christine Ye, Alexandre Acra |
| Knowledge-Enhanced Language Models: A Comparative Study of RAG and Embedding Methods | Adarsh Ambati, Nikash Chhadia |
| Optimizing Language Models for Safe Online Discourse: Developing Metrics and Models for Detoxifying Internet Conversations | Steven Li, Steven Le |
| Making Silicon Sing | Kadija Ismail, Imen Kedir |
| Active Learning for Efficient NLP Training | Daniel Lee, Thomas Yim, Ibrahim Dharhan |
| Character Understanding in Literary Texts: Leveraging TinyLlama for Advanced Character Analysis in the LiSCU Dataset | Katherine Wong |
| arXivBot: A Large Language Model Chatbot That Has High Factuality and Coverage by Few-Shot Grounding on arXiv | Xiaofeng Tang |
| SENTINEL: A Heterogeneous Ensemble Framework for Detecting AI-Generated Text in the Era of Advanced Language Models | Natalie Cao, Haocheng Fan |
| Predicting Stock Market Trends from News Articles And Price Trends using Transformers | Kasra Naftchi-Ardebili, Karanpartap Singh |
| Merging ‘Personas’ in Multi-Agent Systems of Language Models | Andy Dai, Sriya Mantena |
| Critical Learning Periods for Second Language Acquisition in Neural Language Models | Daniel Wurgaft, Jerome Han |
| Enhancing Practice Problem Retrieval with Deep Learning: A Rewriter-Retriever-Reranker Approach | Charles Joyner, Ronny Junkins, Mack Smith |
| Can LLMs Survive in the Desert? Evaluating Collaborative Capabilities of Generative Agents on a Classic Team-Building Problem | Yash Narayan, Daniel Shen, Ethan Zhang |
| SceneGrounder: Natural Language Scene Descriptions and Retrieval Augmented Generation for 3D Visual Tasks | Huy Nguyen, James Brown |
| RubricEval: A Scalable Human-LLM Evaluation Framework for Open-Ended Tasks | Vineel Bhat |
| Medical Named Entity Recognition and Relation Extraction from Clinical Notes | Ameya Jadhav, Sreyana Kukadia |
| The Invisible Author: Mapping AI Penetration in News Journalism | Jun Wang, Andrew Zhang |
| Developing a GPT-Based Autonomous Agent With Novel Workflow Execution Capabilities | Kenny Lam, Vaishnav Garodia |
| Improving speech brain-computer interface with conversation context | Brian Lee, Allison Tee |
| Negotiation Copilot: Exploring Ways to Build an AI Negotiation Assistant | Winson Cheng, Abhinav Agarwal |
| AuRA (Automated Retrieval-Augmented Generation (RAG) System Development) | Robby Manihani |
| KoWhisper: Efficient Bilingual Speech-to-Text for Edge Deployment | Jason Park, Harshit Gupta |
| Enhancing AI Creativity: A Multi-Agent Approach to Flash Fiction Generation with Small Open-Source Models | Alex Wang, Berwyn Berwyn, Jermaine Zhao |
| UltimateMedLLM-Llama3-8B: Fine-tuning Llama 3 for Medical Question-Answering | Jayson Meribe, Sean Zhang |
| PROCEED: Performance Routing Optimization for Cost-Efficient and Effective Deployment | Lichu Acuña, Odin Farkas |
| Improving Spanish-Mapudungun Translation through Transfer Learning | Eban Ebssa |
| EDU-RAG: A RAG Benchmark with Web-enhanced Content in Education Domain. Will RAG Help AI Tutor? | Xinxi Chen, Jingxu Gao |
| Mapping the Mind: Knowledge-Graph Augmented Retrieval | Nicholas Vo |
| Learning Semantic Complexities of NYT Connections | Emily Zhang, Yanan Jiang, Peixuan Ye |
| SuLaLoM: Structured Classification of Tabular Data with Large Language Models | Su Kara |
| AdaVid: Adaptive Video-Language Pretraining | Chaitanya Patel |
| PragMaBERT: Analyzing Pragmatic Markers in Political Speech | Matt Wise, Houda Nait El Barj |
| Robotic AssistEMT: An EMT Chatbot | Aanika Atluri, Sarah Barragan, Anusheh Chaudry |
| Knowledge Distillation of Deep Language Models for Electrification Information Extraction from Building Permits | Tony Liu |
| Shared Representation of Language in Broca’s Area and Large Language Models | Alisa Levin, Benyamin Meschede-Krasa, Yun Hwang |
| ModelFusion | Joong Kun Lee |
| PragMaBERT: Analyzing Pragmatic Markers in Political Speech | Matt Wise, Houda Nait El Barj |
| Comparative study between addition of one MAMBA block to Wav2Vec2 Pretrained model and Vanilla Pretrained model | Puchiss Panitpotjaman |
| Multi-Task Alignment Using Steering Vectors | Charles Li, Nahum Maru |
| Project Oracle: Autoregressive Future Event Prediction with Sequential Modeling and Transformers | Brian Wu, Katherine Wang, Ismail Mardin |
| DelT5: Dynamic Token Deletion for Efficient Byte-level Language Models | Julie Kallini |
| Formally Verify Generated Code | Livia Sun |
| Fine-tuning Digital Agents with BAGEL Trajectories | Alfred Yu, An Doan |
| Optimal Brain Projection: Neural Network Compression using Mixtures of Subspaces | Daniel Garcia |
| Mistriply: Encoding Human Algorithmic Processes into LMs for Teaching and Computation | Harviel Kyle Arcilla, Colette Do |
| Item Difficulty Modeling for a Sentence Reading Efficiency Task with Language Model Simulations | Wanjing Anya Ma |
| Improving Speech-to-Text Brain-Computer Interface Performance with Neural Decoders and Large Language Models | Laywood Fayne, Mohammad Rehan Ghori |
| Advancing Automated Content Moderation using Large Language Models | Harshit Gupta, Sidhant Bansal, Sneha Jayaganthan |
| Leveraging Language Models for Multiclass Classification of Unfair Clauses in Terms of Service | Shaurnav (Joy) Ghosh, Shrish Janarthanan |
| Talk To Me, Your Virtual AI Therapist: Advancing AI-Driven Psychotherapeutic Engagement with Sentiment Analysis | George Birikorang, Nathan Paek, Zoe Lynch |
| The impact of LLM pruning for fine-tuning | Varun Shanker, Sarah Chung |
| Curriculum Learning with TinyStories | Michail Christiaan Melonas |
| Beyond Single Commands: Evaluating LLMs on Multiple Instruction Sequences | Sagnik Bhattacharya, Vaastav Arora, Prateek Varshney |
| FinRAG: A Retrieval-Based Financial Analyst | Krrish Chawla, Allen Naliath |
| ClimateGrantLLM: Benchmarking grant recommendation engines for natural language descriptions of climate resilient infrastructure capital projects | Bhumikorn Kongtaveelert, Auddithio Nag, Peter Li |
| JEDI: Justifiable End-dialogue Driven Interaction for NPC Entities in Role-Playing Games | Willy Chan, Omar Abul-Hassan, Sokserey Sun |
| Efficient Translation of Natural Language to First-Order Logic Using Step-by-Step Distillation | Aliyan Ishfaq, Shreyas Sharma |
| Enhancing Partisanship Prediction in Congressional Speeches | Amelia Leon, JB Jong Beom Lim, Sherry Yang |
| Needle in a Haystack: Probing Transformer Capabilities to Recognize Non-Star-Free Languages | Richard Gu, Sambhav Gupta, Andy Tang |
| Forticode: A Benchmark for Evaluating the Robustness of Code Generation Models Against Adversarial Syntax Preserving Mutations | Amrit Baveja, Anant Singhal |
| Disarming Sleeper Agents: A Novel Approach Using Direct Preference Optimization | Katherine Worden, Jeong Shin |
| Now You See Me: Vision-enhanced BERT for obfuscated text abuse detection | Dylan Zhou |
| The Potential of Large Language Models in Assisting Data Augmentation for East Asian Digital Humanities | Fengyi Lin |
| Expanding Horizons in RAG: Exploring and Extending the Limits of RAPTOR | Alex Laitenberger |
| The Shades of Meaning: Investigating LLMs’ Cross-lingual Representation of Grounded Structures | Pinlin [Calvin] Xu, Garbo Chung |
| FolioLLM: Constructing portfolio of ETFs using Large Language Models | Andrey Popov, Oleg Roshka |
| Integrating Domain Knowledge for Financial QA: A Multi-Retriever RAG Approach with LLMs | Yukun Zhang, Stefan Elbl Droguett, Samyak Jain |
| Integrating Extra Linguistic Meaning into the BERT Framework | Riley Carlson, Bradley Moon, Ishaan Singh |
| A Contextual Approach Towards Financial Sentiment Analysis | Emma Sun |
| Enhancing Construction Project Management through a Cross-Modal Retrieval System | Jayadev Rajan |
| Large language models for sustainable food design | Anna Thomas |
| News to Numbers: NLP Stock Return Predictions | Shree Reddy, Henrique B. N. Monteiro, Lucas Werneck |
| Apollo: A Large Multi-Modal Model Capable of Sampling Videos at 8fps | Orr Zohar |
| Analyzing the Effectiveness of Morphologically Motivated Tokenization on Machine Translation for Low-Resource Languages | Abhishek Vangipuram, Emiyare Ikwut-Ukwa, William Huang |
| Hivemind: An Architecture to Amalgamate Fine-Tuned LLMs | Matthew Mattei, Matt Hsu, Ramya Iyer |
| Leveraging Long Context for Customer Support | Ian Lim |
| Course Recommendation Chatbot | Naama Bejerano, Emma Troast |
| From Headlines to Bottom Lines: Leveraging Earning Releases and News Headlines to Predict Stock Price Movement | Ananya Krishnan, Jinny Chung, Charles Shaviro |
| Leverage Augmented Large Language Models to build Hyper Personalized Recommendation Systems | Viveak Ravichandiran |
| Retrieval Augmented Verilog Generation | Joseph Rejive |
| Parsing FDA label data with LLMs | Jake Silberg |
| FAST: Finetuning Agents with Synthetic Trajectories | Flor Lozano-Byrne |
| Diving Under the Hood: Exploring LLM Conceptual Understanding Through Latent Embeddings | Kelvin Nguyen |
| Korean-English Neural Machine Translation with Language Style Control | Jiwon Jeong, Hyejin Lee, Youjin Song |
| Using Segmented Novel Views, Depth, and BERT Embeddings for Training in Robot Learning | Matt Strong |
| How Much Attention is "All You Need"? | Ignacio Fernandez, Duru Irmak Unsal |
| A case for pre-training in Compositional Generalization tasks | Ahmad Jabbar, Rhea Kapur |
| RubricEval - Scalable Human-LLM Evaluation of LLMs on Open-Ended Tasks Using Human-Written Rubrics | Stella Zhang |
| MuRST: Multilingual Recursive Summarization Trees | Tarini Mutreja, Saron Samuel, Humishka Zope |
| Simulating the Court: Legal Judgment Prediction through Relational Learning | Ein Jun |
| An Exploration of Transferring Domain Expertise | Jonathan Paul Hsu |
| Posetta: Language-Guided Protein Design | Haotian Du, Jingjia Liu, Tianyu Lu |
| Self Reward Scaling | Arjun Chandran |
| Optimizing Human-Agent Interaction: Evaluating Diverse Strategies for Human Input in the OptiMUS LLM Agent System | Idil Defne Çekin, Isaiah Hall |
| A Neuro-Symbolic Integration of LLMs and SMT-solvers for Trustworthy Logical Reasoning | Harun Khan |
| Experiments on Multi-Task Learning Framework over BERT for Performing Sentiment Analysis, Paraphrase Detection, and Semantic Textual Similarity Simultaneously | Florence Chen |
| arXivBot | Amr Sherif |
| Robust DPO with Convex-NN on Single GPU | Miria Feng |
| DNACLIP: Contrastive representation learning for joint embedding of DNA and natural language | Brian Kang |
| Taming Guidelines in the Wild | Anuj Iravane |
| Long Horizon Robotic Manipulation through Closed-Loop Mark-Based Visual Prompting | David Ihim |
| Context-Aware Gesture Interpretation in Augmented and Virtual Reality | Trishia El Chemaly |
| Reading Between the Minds: Context-Aware Brain-to-Text Decoding | Ellie Tanimura, Sarosh Khan |
| Clinical Text Summarization with LLM-Based Evaluation | Daphne Barretto, Matthew Jin, Bora Oztekin |
| Beauty and a Beat: Comparing and Combining the Utility of Lyrical and Acoustic Features to Identify Genuine Playlists | Naomi Eigbe |
| Tracing the Development of Word Meaning During Training | Shenghua Liu, Yiheng Ye |
| MoonSpeech - Training a tiny multi-modal LLM | Krishna Dusad |
| Integrating Clinical Note Synthesis with Synthetic EHR Data for Enhanced Healthcare Analysis | Jessica Yang, Riya Karumanchi |
| Automated Extraction and Detection of Selective Reporting in Publications of Landmark Cancer Trials | Maximilian Schuessler, Amanda Rodriguez, Selina Pi |
| An LLM-Based Recommender System for Scientific Papers | Vijay Josephs, Aaron Reed |
| Actions versus Objects: Understanding Gendering of Jobs through Language | Echo Yan Zhou |
