- New York
- https://jrc1995.github.io/
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ZeroPromptSearch Public
Implementation of an LLM prompting pipeline combined with wrappers for auto-decomposing reasoning steps and for search through the reasoning-step-space (eg. by beam search, MCTS etc.) guided by sel…
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SUT Public
Forked from shawntan/SUTRepository for Sparse Universal Transformers
Python UpdatedOct 23, 2023 -
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Chatbot Public
Hybrid Conversational Bot based on both neural retrieval and neural generative mechanism with TTS.
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vllm Public
Forked from vllm-project/vllmA high-throughput and memory-efficient inference and serving engine for LLMs
Python Apache License 2.0 UpdatedJun 28, 2023 -
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entmax Public
Forked from deep-spin/entmaxThe entmax mapping and its loss, a family of sparse softmax alternatives.
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Multilingual-BERT-Disaster Public
Resources for: Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup (ACL SRW 2020)
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kg_one2set Public
Forked from jiacheng-ye/kg_one2setCode for our ACL 2021 paper "One2Set: Generating Diverse Keyphrases as a Set"
Python UpdatedAug 27, 2021 -
Continuous-RvNN Public
Official Repository for "Modeling Hierarchical Structures with Continuous Recursive Neural Networks" (ICML 2021)
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CapsuleRoutingEncoders Public
In this work, we study and compare multiple capsule routing algorithms for text classification including dynamic routing, Heinsen routing, and capsule-routing inspired attention-based sentence enco…
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SocialMediaNER Public
We address the challenges posed by noise and emerging/rare entities in Named Entity Recognition task for social media domain. Following the recent advances, we employ Contextualized Word Embeddings…
Python MIT License UpdatedJul 22, 2021 -
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DemonRangerOptimizer Public
Quasi Hyperbolic Rectified DEMON Adam/Amsgrad with AdaMod, Gradient Centralization, Lookahead, iterative averaging and decorrelated Weight Decay
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Exploration of BERT-BiLSTM models with Layer Aggregation (attention-based and capsule-routing-based) and Hidden-State Aggregation (attention-based and capsule-routing-based).
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TextRank-Keyword-Extraction Public
Keyword extraction using TextRank algorithm after pre-processing the text with lemmatization, filtering unwanted parts-of-speech and other techniques.
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academicpages.github.io Public
Forked from academicpages/academicpages.github.ioGithub Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
JavaScript MIT License UpdatedJan 9, 2020 -
Tweet-Disaster-Keyphrase Public
Official repository for "On Identifying Hashtags in Disaster Twitter Data" (AAAI 2020)
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Machine Translation using Transfromers
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Causal-Inference Public
UIC CS-594 Causal Inference Project Fall 2019
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Virtues-of-Sparsity Public
Attempted implementation and experiment with continuous sparsification and sparse representaions (with k-winner activation along with duty cycles and everything) with Transformers on Named Entity R…
Python UpdatedDec 30, 2019 -
Abstractive-Summarization Public
Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.
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Faux-Reddit Public
Forked from DepressedFro/Faux-RedditCIS 761 Datatbase Project. Essentially a 'toy-Reddit-like' website. People can make accounts, comment, there are 'sub-forums' (sorry no capability to create new subforums for now) etc.
Vue UpdatedDec 17, 2019 -
Self-Organizing-Map Public
SOM clustering on IRIS dataset
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Neural_Net_Evolution Public
Learning Neural Net Parameters using Evolutionary Strategies